To systematically investigate the bidirectional causal relationship between 10 uremia-related toxins and metabolites and CD8+ T cell senescence phenotypes using Mendelian randomization (MR).
A bidirectional MR analysis was performed using genome-wide association studies (GWAS) data to extract single nucleotide polymorphisms closely associated with 10 uremia-related toxins and metabolites and CD8+ T cell senescence phenotypes as instrumental variables. The primary analytical method was inverse variance weighting (IVW), supplemented by MR-Egger, weighted median, simple mode, and weighted mode. The robustness and potential pleiotropy of the results were verified by sensitivity analyses including Cochran’s Q test, MR-Egger intercept test, MR-PRESSO and leave-one-out analysis.
MR analysis showed that carnitine level was positively associated with the proportion of terminally differentiated CD8+ T cells (IVW: β=1.71, 95%CI: 0.59 to 2.83, P=0.003), the proportion of CD45RA+CD28⁻CD8+T cells (IVW: β=2.23, 95%CI: 0.65 to 3.80, P=0.006), and the proportion of CD28⁻CD8+T cells (IVW: β=1.13, 95%CI: 0.11 to 2.15, P=0.030). Kynurenine level also showed a significant positive association with the proportion of terminally differentiated CD8+T cells (IVW: β=1.69, 95%CI: 0.57 to 2.82, P=0.000 3), while IL-6 level presented a positive correlation with the proportion of CD28⁻CD8+T cells (IVW: β=0.28, 95%CI: 0.03 to 0.53, P=0.026) and the proportion of CD45RA+CD28⁻CD8+T cells (IVW: β=0.41, 95%CI: 0.02 to 0.79, P=0.04). N2,N2-dimethylguanosine level was positively correlated with CD45RA+CD28⁻CD8+T cell absolute count (IVW: β=2.53, 95%CI: 0.51 to 4.55, P=0.014). Reverse MR analysis revealed an increase in the absolute count of CD45RA+CD28⁻CD8+T cells was causally associated with a reduction in carnitine levels (IVW: β=-0.000 03, 95%CI: -0.000 062 to 0.000 004, P=0.024). All sensitivity analyses supported the robustness of the main findings.
There are bidirectional causal associations between uremia-related toxins and metabolites and CD8+T cell senescence, providing novel causal insights and potential intervention targets for immune dysfunction in uremic patients.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |