# Combined analysis of bulk, single-cell RNA sequencing, and spatial transcriptomics reveals the expression patterns of lipid metabolism and ferroptosis in the immune microenvironment of metabolic-associated fatty liver disease

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/combined-analysis-of-bulk-single-cell-rna-sequencing-and-spatial-transcriptomics/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Zhihao Fang,Changxu Liu,Changxu Liu,Yue Cheng,Yanchao Ji,Chang Liu,Chang Liu |
| Citations | 4 |
| DOI | 10.1016/j.lfs.2025.123377 |
| Fields | Biochemistry, Genetics and Molecular Biology,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4406186305 |
| PMID | 39793853 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Yanchao Ji](https://scholariq.org/researchers/yanchao-ji/)

## Paper journal

- [Life Sciences](https://scholariq.org/journals/life-sciences/)

## Paper primary topic

- [Ferroptosis and cancer prognosis](https://scholariq.org/topics/ferroptosis-and-cancer-prognosis/)

## Paper topics

- [Ferroptosis and cancer prognosis](https://scholariq.org/topics/ferroptosis-and-cancer-prognosis/)
- [Single-cell and spatial transcriptomics](https://scholariq.org/topics/single-cell-and-spatial-transcriptomics/)
- [Genetic Associations and Epidemiology](https://scholariq.org/topics/genetic-associations-and-epidemiology/)

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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.