1. Advanced age and HD are associated with lower CD73+T cell fraction
T cell flow cytometry was performed on samples of 395 patients in November 2020. Values of percentages of T cell subset were listed in Table 1. Thirty age-and sex-matched healthy individuals served as controls for the immunological test validations. Linear regression analysis showed that the percentage of the CD8+CD73+ T cells negatively correlated with age in both patients and healthy controls, whereas the fraction of the CD4+CD73+T cells correlated with age in healthy controls only (Figure 1). The uremia effect on CD73 expression was more evident in the CD4+ T cells, and the proportion of CD4+CD73+ cells was significantly lower in patients on HD than in healthy controls (p < 0.05; Figure 2). The fractions of CD8+CD73+ T cells were not significantly different between the HD group and healthy controls.
Table1. Percentages of T cell subsets in patients on HD
| All | Male | Female | P value1 |
| N=395 | N=238 | N=157 |
T cells (%) | 72.6 (65.1,77.8) | 73.3 (66.6,78.1) | 71.7 (62.7,77.1) | 0.050 |
CD39+T cells (%) | 5.5 (2.3,11.1) | 5.6 (2.3,10.3) | 5.7 (2.3,11.9) | NS |
CD73+T cells (%) | 6.2 (3.8,10.1) | 6.0 (3.6,9.9) | 6.5 (4.3,10.4) | NS |
CD4+ T cells (%)* | 40.9 (34.8,46.6) | 42.2 (35.8,42.9) | 38.9 (33.2,45.0) | 0.002 |
CD4+CD39+T cells (%) | 6.7 (3.0,13.5) | 6.0 (3.1,13.2) | 7.4 (2.9,14.4) | NS |
CD4+CD73+T cells (%) | 2.7 (1.4,4.5) | 2.5 (1.3,4.4) | 2.9 (1.6,4.9) | 0.052 |
CD4+CD28-T cells (%)** | 8.3 (3.8,14.4) | 7.5 (3.1,12.2) | 10.1 (5.7,18.5) | <0.001 |
CD8+T cells (%) | 26.9 (21.1,33.1) | 27.1 (21.0,33.1) | 26.6 (21.2,33.1) | NS |
CD8+CD39+T cells (%) | 3.5 (1.1,9.6) | 3.5 (1.1,8.8) | 3.6 (1.2,10.0) | NS |
CD8+CD73+T cells (%) | 12.8 (7.0,20.3) | 12.9 (6.9,20.1) | 12.7 (7.0,20.5) | NS |
CD8+CD28-T cells (%)** | 50.0 (36.4,62.1) | 47.9 (31.4,60.9) | 53.6 (42.2,65.0) | <0.001 |
1Mann–Whitney U test was used to investigate differences in T cell subsets between genders. *p<0.05. **p<0.01. NS: non-significant, p> 0.1.
HD: hemodialysis.
Figure 1. Correlations between the percentages of CD73+T cells and age.
Figure 2. Correlations between the percentages of CD73+T cells and hemodialysis (HD) condition.
2. Lower CD73+T cell fraction is associated with systemic inflammation and T cell terminal differentiation in patients on HD
We examined the association between CD73+T cell subsets and circulating inflammatory markers at enrolment. As shown in Table 3, the levels of high sensitivity C-reactive protein (hsCRP), tumor necrosis factor-α(TNF-α), and interleukin 6 (IL-6) were significantly and negatively correlated with CD8+CD73+T cell percentages (p < 0.05), whereas soluble interleukin-2 receptor (sIL-2R) levels were significantly and negatively associated with fractions of both CD4+CD73+ and CD8+CD73+T cells (p < 0.05). The percentages ofCD28−T cells, as an important marker of T cell terminal differentiation, were significantly and negatively correlated with fractions of both CD4+CD73+ and CD8+CD73+T cells (p < 0.01).
Table 2. Correlations between the percentages of CD73+T cells and inflammatory markers in patients on HD
| CD4+CD73+T cells | CD8+CD73+T cells |
Correlation coefficient | p-value | Correlation coefficient | p-value |
sIL-2R,U/mL | −0.111* | 0.028 | −0.118* | 0.020 |
IL-6, pg/mL | −0.011 | NS | −0.124* | 0.014 |
TNF-α, pg/mL | −0.097 | 0.057 | −0.181** | <0.001 |
hsCRP, mg/L | −0.049 | NS | −0.182** | <0.001 |
CD4+CD28-T cells, % | −0.139* | 0.006 | −0.317** | <0.001 |
CD8+CD28- T cells, % | -0.149* | 0.003 | -0.658** | <0.001 |
HD: hemodialysis; hsCRP: high sensitivity-C reactive protein;IL-6: interleukin 6;sIL-2R:soluble interleukin-2 receptor; TNF-α: tumor necrosis factor-α.
Spearman rank analysis was used to investigate the relationship between inflammatory markers and percentages of CD4+CD73+and CD8+CD73+T cells. *p<0.05. **p<0.01. NS: non-significant, p> 0.1.
3. Lower fraction of CD4+CD73+ T cells predicts CVEs in patients on HD
Percentages of CD4+CD73+ and CD8+CD73+T cells significantly and negatively correlated with CVE incidence. Patients with a lower CD4+CD73+ or CD8+CD73+ T cell percentage had a significantly higher CVE incidence, especially in the younger age group (Figure 3). In the univariate Cox proportional hazards model, lower percentages of both CD4+CD73+and CD8+CD73+T cells were CVE predictors, in addition to older age, history of CVD or diabetes mellitus, lower serum prealbumin and creatinine levels, and higher levels of hsCRP and N-terminal pro-brain natriuretic peptide (NT-proBNP) [Table 4]. In the multivariate Cox hazard model, a lower log-transformed percentage of CD4+CD73+ T cells was independently associated with CVEs (HR 0.530, 95% CI 0.287‒0.979; p = 0.043).
Figure 3. Cardiovascular event (CVE)-free survival curves for different age-CD73+ Tcell percentage groups.
Table 3. Cox hazard model for CVEs in patients on HD
Variable | Univariate Cox hazard model | Multivariate Cox hazard model1 |
HR (95% CI) | p-value | HR (95% CI) | p-value |
Age (year) | 1.025 (1.005, 1.046) | 0.011 | 1.020 (1.000, 1.041) | 0.051 |
Gender (male=1) | 0.907 (0.543, 1.515) | 0.708 | | |
Diabetes mellitus(yes=1) | 1.979 (1.180, 3.317) | 0.010 | | |
CVD (yes=1) | 2.969 (1.756, 5.019) | <0.001 | 1.698 (0.958, 3.009) | 0.070 |
BMI (kg/m2) | 0.985 (0.914, 1.061) | 0.686 | | |
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