The health impacts and genetic architecture of food liking in cardio-metabolic diseases
We evaluated temporal and genetic relationships between 176 food-liking-traits and cardio-metabolic diseases using data from the UK Biobank (N = 182,087) for observational analyses and summary-level GWAS data from FinnGen and other consortia (N = 406,565-977,323) for genetic analyses. Integrating observational and genetic results, we identified two detrimental food-liking-traits (bacon and diet-fizzy-drinks) and three protective food-liking-traits (broccoli, pizza, and lentils/beans). These food-liking-traits are associated with habitual food intake and influence cardio-metabolic proteins and biological processes. Notably, we found three genetic links: diet-fizzy-drinks with heart-failure, bacon with type-2-diabetes, and lentils/beans with type-2-diabetes, identifying 54 pleiotropic single-nucleotide-variants, impacting both phenotypes. Our data show the diet-fizzy-drinks and heart-failure link maybe not direct, as diet-fizzy-drinks liking correlates with sweet food consumption and shares variants linked to BMI, adiposity, platelet count and cardio-metabolic traits. The pleiotropic single-nucleotide-variants map to 251 tissue-specific genes, with four showing high druggability potential, highlighting personalized dietary strategies for cardio-metabolic diseases.
Authors
- S. Li (ORCID: https://orcid.org/0009-0001-8794-4498)
- Qianzhu Li
- Yunpeng Zhang (ORCID: https://orcid.org/0000-0002-3709-3656)
- Baizhan Li (ORCID: https://orcid.org/0000-0001-7526-1748)
- Yiding Geng
- Tianshu Han (ORCID: https://orcid.org/0000-0001-9596-4619)
- Wei Wei (ORCID: https://orcid.org/0000-0001-7691-2178)
- Hang Wang (ORCID: https://orcid.org/0000-0001-6305-7942)
- Fan Shuzhen
- Sijia Han (ORCID: https://orcid.org/0009-0004-2585-5969)
- Shuaijun Chen (ORCID: https://orcid.org/0000-0002-4213-7641)
- Zijie Liu (ORCID: https://orcid.org/0009-0002-4288-4388)
- Meng-Wei Guo (ORCID: https://orcid.org/0000-0001-6374-366X)
- Wenbo Jiang
- Yingdong Zuo
- Conghui Qiao
Institutions
- University of Ottawa (CA)
- Harbin Medical University (CN)
- Ministry of Education (SA)
- Third Affiliated Hospital of Harbin Medical University (CN)
- Second Affiliated Hospital of Harbin Medical University (CN)
- First Affiliated Hospital of Harbin Medical University (CN)
Publication Details
- Journal
- Nature Communications
- Published
- 2025-05-23
- DOI
- https://doi.org/10.1038/s41467-025-59945-2
- Citations
- 2
- Primary Topic
- Nutrition, Genetics, and Disease
- Type
- article
- Field-Weighted Citation Impact
- 3.63
Funders
- National Natural Science Foundation of China