# Integrated metabolomics and machine learning identify potential biomarkers and metabolism-related targets for MASLD in older adults

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/integrated-metabolomics-and-machine-learning-identify-potential-biomarkers-and/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ze Jin,Mengpei Zhu,Ziwen Wang,Lina Xiong,Zhifan Xiong |
| Citations | 0 |
| DOI | 10.1016/j.exger.2026.113067 |
| Fields | Biochemistry, Genetics and Molecular Biology,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://doi.org/10.1016/j.exger.2026.113067 |
| OpenAlex ID | https://openalex.org/W7128472818 |
| PMID | 41672388 |
| Type | article |
| Year | 2026 |

## Paper authors

- [Ze Jin](https://scholariq.org/researchers/ze-jin/)
- [Mengpei Zhu](https://scholariq.org/researchers/mengpei-zhu/)
- [Lina Xiong](https://scholariq.org/researchers/lina-xiong/)
- [Ziwen Wang](https://scholariq.org/researchers/ziwen-wang/)
- [Zhifan Xiong](https://scholariq.org/researchers/zhifan-xiong/)

## Paper journal

- [Experimental Gerontology](https://scholariq.org/journals/experimental-gerontology/)

## Paper primary topic

- [Metabolomics and Mass Spectrometry Studies](https://scholariq.org/topics/metabolomics-and-mass-spectrometry-studies/)

## Paper topics

- [Metabolomics and Mass Spectrometry Studies](https://scholariq.org/topics/metabolomics-and-mass-spectrometry-studies/)
- [Parathyroid Disorders and Treatments](https://scholariq.org/topics/parathyroid-disorders-and-treatments/)
- [Advanced Glycation End Products research](https://scholariq.org/topics/advanced-glycation-end-products-research/)

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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.