# Lifestyle factors and their relative contributions to longitudinal progression of cardio-renal-metabolic multimorbidity: a prospective cohort study

*PRI Rank #16 · Topics and Trends in Most Cited Dialysis and Renal Disease Management Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/dialysis-and-renal-disease-management/2026/rank-16*

| Field | Value |
| --- | --- |
| Rank | #16 |
| 18m citations | 41 |
| Journal | Cardiovascular Diabetology |
| Year | 2024 |
| DOI | 10.1186/s12933-024-02347-3 |
| Corresponding authors | Xiong Xiao |
| Institution | Sichuan University, China |

**Ranking page:** [Topics and Trends in Most Cited Dialysis and Renal Disease Management Papers, Class of 2026](https://pri.pepkio.com/top-papers/dialysis-and-renal-disease-management/2026)

**Paper link:** [10.1186/s12933-024-02347-3](https://doi.org/10.1186/s12933-024-02347-3)

## Topics

Cardiovascular-renal-metabolic syndrome · UK Biobank cohort · multistate model · quantile G-computation · lifestyle score · smoking status · diet quality · alcohol consumption · physical activity · Sedentary behaviour · sleep duration · social connection · Type 2 diabetes mellitus · Chronic kidney disease · Cardiovascular disease · disease progression trajectory · first cardio-renal-metabolic disease · mortality risk · relative contribution analysis · disease-specific transitions

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Dialysis and Renal Disease Management Papers, Class of 2026. https://pri.pepkio.com/top-papers/dialysis-and-renal-disease-management/2026. Accessed 2026-07-14.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```