LQ-doctor/Eating-Time-Patterns: Code for: Integrated Proteomic and Lipidomic Signatures Link Eating Timing to Cardiovascular Risk in Chinese Children
This repository contains the analysis code for the manuscript: "Integrated Proteomic and Lipidomic Signatures Link Eating Timing to Cardiovascular Risk in Chinese Children" Published in Nature Communications (2025) Contents: -Cardiovascular data processing scripts -Mixed-effects modeling -Differential expression analysis (DESeq2, limma) -Machine learning feature selection (Random Forest, SVM, XGBoost, Elastic Net) -Mediation analysis -Data visualization Software Requirements: -R 4.3.2 -SAS 9.4 -Required R packages: DESeq2 1.40.0, limma 3.56.0, WGCNA 1.72, randomForest 4.7-1.1, glmnet 4.1-8, e1071 1.7-14, xgboost 1.7.5, mediation 4.5.0 Contact
Resource information
- Format
- zip
- Original repository
- 17996048
- DOI
- 10.5281/zenodo.17996048
- Credit basis
- Creators in Zenodo record metadata
- Access
- Open files available from the original Zenodo deposit
- Last checked
- Nov 5, 2026
- License
- cc-by-4.0
- Last record update
- Nov 5, 2026
About this resource
This repository contains the analysis code for the manuscript: "Integrated Proteomic and Lipidomic Signatures Link Eating Timing to Cardiovascular Risk in Chinese Children" Published in Nature Communications (2025) Contents: -Cardiovascular data processing scripts -Mixed-effects modeling -Differential expression analysis (DESeq2, limma) -Machine learning feature selection (Random Forest, SVM, XGBoost, Elastic Net) -Mediation analysis -Data visualization Software Requirements: -R 4.3.2 -SAS 9.4 -Required R packages: DESeq2 1.40.0, limma 3.56.0, WGCNA 1.72, randomForest 4.7-1.1, glmnet 4.1-8, e1071 1.7-14, xgboost 1.7.5, mediation 4.5.0 Contact: Xiaohua Liang ()