From December 2014 to December 2016, a total of 49 children with SS were admitted to the PICU of our hospital, including 27 males and 22 females. According to the recommended protocol for the diagnosis and treatment of septic shock in children in China in 2006, these children were divided into the advanced-stage group with decreased blood pressure (25 patients, including 14 males and 11 females) and the early-stage group with normal blood pressure (24 patients, including 13 males and 11 females). In addition, 25 healthy children (including 13 males and 12 females) of the corresponding age were randomly selected as the control group. There were no statistically significant differences in age (P = 1.000), sex (P = 0.962), weight (P = 0.326), etc. (Table 1). There was no significant difference in infection sites between the advanced-stage group and the early-stage group (P = 1.000, Table 1). There were 5 deaths in the advanced-stage group and no deaths in the early-stage group. There were significant differences in pediatric critical illness scores, shock correction time, and cortisol and ACTH levels at admission between the two groups (P < 0.001, Table 1). At admission, the lymphocyte count in the early-stage group was less than that in the control group, while that in the advanced-stage group was less than that in the early-stage group (P < 0.001, Table 1).
Table 1
Variables | Normal | Early Stage | Advanced stage | P-value § | P-value §§ |
Sex * | | | | | 1.000 | 1.000 |
Male | 14 (56.0%) | 13 (54.2%) | 14 (56.0%) | | |
Female | 11 (44.0%) | 11 (45.8%) | 11 (44.0%) | | |
Age (month) # | 19.2 ± 6.6 | 19.7 ± 7.2 | 19.5 ± 7.3 | 0.928 | 0.962 |
Weight (kg) ## | 11.0 (10.0, 12.0) | 12.0 (11.0, 12.7) | 12.0 (11.0, 12.0) | 0.539 | 0.326 |
Infection site * | | | | | 1.000 | — |
Lung | — | 13 (54.2%) | 13 (52.0%) | | |
Intestinal | — | 5 (20.8%) | 5 (20.0%) | | |
Intracranial | — | 5 (20.8%) | 6 (24.0%) | | |
Urinary | — | 1 (4.2%) | 1 (4.0%) | | |
Hypotension * | | | | | < 0.001 | — |
Yes | — | 0 (0.0%) | 25 (100%) | | |
No | — | 24 (100%) | 0 (0.0%) | | |
Death * | | | | | 0.050 | — |
Yes | — | 0 (0.0%) | 5 (20.0%) | | |
No | — | 24 (100%) | 20 (80.0%) | | |
PCIS ## | — | 74 (73, 76) | 71 (67, 72) | < 0.001 | — |
SCT (hour) ## | — | 3.1 (2.7, 3.4) | 3.7 (3.4, 4.6) | < 0.001 | — |
Cortisol level (µg/dl) # | — | 32.6 ± 5.2 | 50.7 ± 6.5 | < 0.001 | — |
ACTH (pg/ml) ## | — | 23.0 (19.5, 26.0) | 72.0 (69.0, 75.0) | < 0.001 | — |
Lymphocyte (109/L) ## | 6.2 (6.0, 6.2) | 3.5 (3.4, 3.8) | 2.4 (2.4, 2.5) | < 0.001 | < 0.001 |
PCIS, Pediatric Critical Illness Score; SCT, shock correction time. |
* Presented as the frequency (percentage); Fisher’s exact test was applied. |
# Presented as the mean ± the standard deviation for the variables with normal distribution; the one-way ANOVA was applied for the comparison of the mean among three groups, and the independent-sample t-tests were applied for comparison of means between the early- and advanced-stage groups. |
## Presented as the median (25th percentile, 75th percentile) for the variables that deviated from normal distribution; the Kruskal-Wallis rank-sum tests were applied for comparisons among three groups, and the Mann-Whitney U tests were used to test the differences in medians between the early- and advanced-stage groups. |
§ P-values for statistical tests between the early-stage and advanced-stage groups, §§ P-values for statistical tests among three groups. |
The dynamic changes in serum cortisol and ACTH levels in the advanced- and early-stage groups and their comparison with those in the control group
AAt admission, there were statistically significant differences in serum cortisol levels between the advanced-stage group and the early-stage group (P < 0.001, Table 2). The cortisol levels in the advanced-stage group were higher than those in the early-stage group on the first day and the third day (Table 3). The cortisol levels decreased with the time after admission (Fig. 1A), and there was no difference between the two groups on the eighth day (P = 1.000, Table 3).
Table 2
Dynamic Changes in Serum Cortisol and ACTH Levels and Lymphocyte Subset Counts
Variables | Groups | Time | | P-Values § | | Multiple Comparison P-Values † |
1st day | 3rd day | 8th day | BG | BT | INT | | Control | Early SS |
Cortisol level (µg/dl) # | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Early Stage | 32.58 ± 5.25 | 15.54 ± 3.64 | 14.21 ± 2.25 | | | | | | | |
| Advanced Stage | 50.72 ± 6.53 | 34.88 ± 5.49 | 15.30 ± 2.66 | | | | | | | |
ACTH (pg/ml) ## | | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Early Stage | 23.0 (19.5, 26.0) | 20.5 (17.5, 22.5) | 13.5 (11.0, 15.0) | | | | | | | |
| Advanced Stage | 72.0 (69.0, 75.0) | 32.0 (29.0, 35.0) | 15.0 (13.0, 16.0) | | | | | | | |
Lymphocyte (109/L) ## | | | | < 0.001 | < 0.001 | 0.347 | | | |
| Control | 6.17 (5.99, 6.24) | | | | | | | | | |
| Early Stage | 3.54 (3.43, 3.76) | 4.55 (4.11, 4.71) | 5.72 (5.59, 5.97) | | | | | | < 0.001 | |
| Advanced Stage | 2.44 (2.36, 2.53) | 1.86 (1.79, 2.10) | 3.95 (3.72, 4.20) | | | | | | < 0.001 | < 0.001 |
B Cell (109/L) # | | | | | 0.951 | < 0.001 | < 0.001 | | | |
| Control | 1.43 ± 0.08 | | | | | | | | | |
| Early Stage | 0.91 ± 0.14 | 1.10 ± 0.11 | 1.26 ± 0.04 | | | | | | < 0.001 | |
| Advanced Stage | 1.12 ± 0.11 | 0.90 ± 0.14 | 1.16 ± 0.05 | | | | | | < 0.001 | < 0.001 |
T Cell (109/L) ## | | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Control | 4.12 (3.88, 4.28) | | | | | | | | | |
| Early Stage | 2.04 (1.96, 2.08) | 3.02 (2.97, 3.05) | 3.72 (3.54, 3.88) | | | | | | < 0.001 | |
| Advanced Stage | 1.12 (1.08, 1.18) | 0.78 (0.71, 0.83) | 2.55 (2.48, 2.59) | | | | | | < 0.001 | < 0.001 |
Th Cell (109/L) ## | | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Control | 2.23 (2.18, 2.26) | | | | | | | | | |
| Early Stage | 1.12 (1.06, 1.18) | 2.32 (2.20, 2.36) | 2.32 (2.24, 2.38) | | | | | | < 0.001 | |
| Advanced Stage | 0.72 (0.69, 0.77) | 0.52 (0.47, 0.58) | 2.03 (1.97, 2.14) | | | | | | < 0.001 | < 0.001 |
Ts Cell (109/L) ## | | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Control | 1.92 (1.88, 1.96) | | | | | | | | | |
| Early Stage | 0.75 (0.71, 0.81) | 0.72 (0.70, 0.79) | 1.36 (1.29, 1.43) | | | | | | < 0.001 | |
| Advanced Stage | 0.31 (0.29, 0.32) | 0.21 (0.19, 0.26) | 0.32 (0.30, 0.34) | | | | | | < 0.001 | < 0.001 |
NK Cell (109/L) # | | | | | < 0.001 | < 0.001 | < 0.001 | | | |
| Control | 0.71 ± 0.12 | | | | | | | | | |
| Early Stage | 0.70 ± 0.07 | 0.63 ± 0.08 | 0.82 ± 0.10 | | | | | | 1.000 | |
| Advanced Stage | 0.23 ± 0.05 | 0.22 ± 0.05 | 0.22 ± 0.02 | | | | | | < 0.001 | < 0.001 |
# Presented as the mean ± the standard deviation for the variables with a normal distribution. |
## Presented as the median (25th percentile, 75th percentile) for the variables that deviated from a normal distribution. |
§ Repeated-measures ANOVA was used to analyze the mean differences between groups (BG) and between time (BT) and the interactions between group and time (INT). The control group was excluded from this analysis because the items listed in the above table were checked only on the 1st day. For those variables that deviated from a normal distribution, the data were transformed by natural logarithm and followed by repeated-measures ANOVA. |
† One-way ANOVA was applied for the mean differences in tests for the blood lymphocyte count (total lymphocyte, B cell, T cell, Th cell, Ts cell, and NK cell counts) among three groups, and then the P-values for multiple comparisons were calculated by using the Bonferroni method. For those variables that deviated from a normal distribution, the data were transformed by natural logarithm and followed by one-way ANOVA. |
Table 3
The early-stage group vs. the advanced-stage group
Variables | Groups | 1st day | | 3rd day | | 8th day * |
M (P25, P75) | Z§ | P# | | M (P25, P75) | Z | P# | | M (P25, P75) | Z | P# |
Cortisol | Early SS | 33.0 (30.0, 35.5) | 5.825 | < 0.001 | | 15.0 (12.0, 18.0) | 6.005 | < 0.001 | | 13.5 (12.0, 16.0) | 1.346 | 1.000 |
Late SS | 52.0 (47.0, 55.0) | | 35.0 (31.0, 39.0) | | 15.0 (13.5, 17.5) |
ACTH | Early SS | 23.0 (19.5, 26.0) | 6.006 | < 0.001 | | 20.5 (17.5, 22.5) | 5.958 | < 0.001 | | 13.5 (11.0, 15.0) | 1.035 | 1.000 |
Late SS | 72.0 (69.0, 75.0) | | 32.0 (29.0, 35.0) | | 15.0 (13.0, 16.0) |
Lymphocyte | Early SS | 3.54 (3.43, 3.76) | 5.801 | < 0.001 | | 4.55 (4.11, 4.71) | 6.001 | < 0.001 | | 5.72 (5.59, 5.97) | 5.468 | < 0.001 |
Late SS | 2.44 (2.36, 2.53) | | 1.86 (1.79, 2.10) | | 3.95 (3.72, 4.20) |
B cell | Early SS | 0.82 (0.87, 0.96) | 4.762 | < 0.001 | | 1.11 (1.04, 1.18) | 4.452 | < 0.001 | | 1.26 (1.23, 1.29) | 4.932 | < 0.001 |
Late SS | 1.12 (1.06, 1.18) | | 0.91 (0.86, 0.93) | | 1.17 (1.13, 1.19) |
T cell | Early SS | 2.04 (1.96, 2.08) | 6.001 | < 0.001 | | 3.02 (2.97, 3.05) | 6.004 | < 0.001 | | 3.72 (3.54, 3.88) | 5.658 | < 0.001 |
Late SS | 1.12 (1.08, 1.18) | | 0.78 (0.71, 0.83) | | 2.55 (2.48, 2.59) |
Th cell | Early SS | 1.12 (1.06, 1.18) | 5.923 | < 0.001 | | 2.32 (2.20, 2.36) | 6.002 | < 0.001 | | 2.32 (2.24, 2.38) | 5.176 | < 0.001 |
Late SS | 0.72 (0.69, 0.77) | | 0.52 (0.47, 0.58) | | 2.03 (1.97, 2.14) |
Ts cell | Early SS | 0.75 (0.71, 0.81) | 6.008 | < 0.001 | | 0.72 (0.70, 0.49) | 6.009 | < 0.001 | | 1.36 (1.29, 1.43) | 5.662 | < 0.001 |
Late SS | 0.31 (0.29, 0.32) | | 0.21 (0.19, 0.26) | | 0.32 (0.30, 0.34) |
NK cell | Early SS | 0.71 (0.64, 0.76) | 6.006 | < 0.001 | | 0.62 (0.57, 0.72) | 6.006 | < 0.001 | | 0.86 (0.72, 0.91) | 5.663 | < 0.001 |
Late SS | 0.22 (0.20, 0.27) | | 0.22 (0.19, 0.26) | | 0.23 (0.21, 0.24) |
* Five patients in the advanced-stage group died before the 8th day; therefore, only the 20 surviving patients were used for the following statistical analysis. |
§ Two independent-sample Mann-Whitney rank-sum tests were applied to test the differences in medians between the two groups. |
# All P-values were corrected by Bonferroni correction, and the corrected P = original P × 24 (the number of comparisons). |
At admission, the ACTH levels in the advanced-stage group were higher than those in the early-stage group (P < 0.001, Table 2). On the third day after admission, the ACTH levels in both the advanced-stage group and the early-stage group decreased, but the difference between the two groups was still statistically significant (P < 0.001, Table 3) and those in the advanced-stage group were still higher than those in the early-stage group (Fig. 1B). There was no statistically significant difference between the two groups on the eighth day after admission (P = 1.000, Table 3).
The dynamic changes in peripheral blood lymphocyte subset counts in the advanced- and early-stage group and their comparison with those in the control group
At admission, the counts of T cells, Th cells, Ts cells and NK cells in the advanced- and early-stage groups and the control group showed significant differences between groups, between time and in the interactions between groups and time (P < 0.001, Table 2). The differences between groups and between time for total lymphocyte counts in the three groups were significant (P < 0.001, Table 2), but the interactions between group and time were not significant (P = 0.347, Table 2). There was no significant difference between groups in B cell counts (P = 0.951, Table 2), while there were significant differences between time and the interactions between group and time (P < 0.001, Table 2).
At admission, the counts of total lymphocytes, T cells, Th cells, Ts cells and B cells in the advanced- and early-stage groups were significantly lower than those in the control group, and the differences among groups were statistically significant (P < 0.001, Table 2). All the counts in the advanced-stage group were significantly lower than those in the early-stage group (P < 0.001, Table 3). The NK cell counts in the early-stage group were not significantly different from those in the control group (P = 1.000, Table 2), while those in the advanced-stage group were significantly lower than those in the control group (P < 0.001, Table 2).
On the third day after admission, the counts of total lymphocytes, T cells and Th cells in the early-stage group were significantly higher than those at admission (Fig. 1C, E and F). Except for NK cells, the counts of other lymphocyte subsets (total lymphocyte, T cell, Th cell, Ts cell and B cell counts) in the advanced-stage group were significantly lower than those at admission (Fig. 1C, D, E, F and G). Among them, all the counts in the advanced-stage group were significantly lower than those in the early-stage group (P < 0.001, Table 3).
On the eighth day after admission, the total lymphocyte, Th cell and NK cell counts in the early-stage group showed no statistical significance compared with the control group (Fig. 1C, F, H). Other subgroups showed a significant increase, but the differences with the control group were still statistically significant (Fig. 1D, E, G). The counts of Th cells, T cells and total lymphocytes in the advanced-stage group were significantly higher than those at admission (P < 0.001, Table 2). The counts of Ts cells, B cells and NK cells increased, but there was no statistical significance (P > 0.05, Table 2).
Except for B cell counts at admission and on the eighth day, all lymphocyte subset counts at any time point in the advanced-stage group were smaller than those in the early-stage group (P < 0.001, Table 3).
Comparison of the dynamic changes of serum cortisol and ACTH in the death and survival subgroups
Five patients in the advanced-stage group died on the third to fifth day after admission and were classified into the death subgroup, and the remaining 20 patients were classified into the survival subgroup. At admission, there was no statistically significant difference in serum cortisol levels (P = 0.226) or ACTH levels (P = 0.426) between the two groups (Table 4). On the third day after admission, the levels of cortisol and ACTH were decreased in both groups, but the differences between the two groups were not statistically significant (Table 4).
Table 4
The death subgroup vs. the survival subgroup
Variables | Cases | 1st day | | 3rd day |
M (P25, P75) | Z§ | P# | | M (P25, P75) | Z§ | P# |
Cortisol | Survived | 49.0 (45.5, 53.0) | 2.454 | 0.226 | | 33.0 (30.5, 36.0) | 2.927 | 0.055 |
Died | 57.0 (53.0, 60.0) | | 41.0 (39.0, 44.0) |
ACTH | Survived | 71.0 (66.0, 74.0) | 2.217 | 0.426 | | 32.0 (28.5, 34.5) | 2.147 | 0.509 |
Died | 75.0 (74.0, 79.0) | | 35.0 (34.0, 37.0) |
Lymphocyte | Survived | 2.46 (2.41, 2.63) | 3.264 | 0.018 | | 1.94 (1.83, 2.40) | 3.330 | 0.014 |
Died | 2.19 (2.19, 2.22) | | 1.08 (1.02, 1.13) |
B cell | Survived | 1.15 (1.11, 1.19) | 3.263 | 0.018 | | 0.92 (0.89, 0.98) | 3.403 | 0.011 |
Died | 1.01 (0.95, 1.02) | | 0.72 (0.70, 0.72) |
T cell | Survived | 1.14 (1.10, 1.19) | 2.652 | 0.128 | | 0.79 (0.77, 0.84) | 3.403 | 0.011 |
Died | 0.92 (0.89, 1.09) | | 0.54 (0.53, 0.60) |
Th cell | Survived | 0.73 (0.71, 0.78) | 2.281 | 0.361 | | 0.53 (0.51, 0.59) | 3.369 | 0.012 |
Died | 0.62 (0.57, 0.71) | | 0.39 (0.36, 0.40) |
Ts cell | Survived | 0.32 (0.30, 0.34) | 2.191 | 0.455 | | 0.23 (0.21, 0.28) | 3.186 | 0.023 |
Died | 0.28 (0.27, 0.30) | | 0.16 (0.15, 0.18) |
NK cell | Survived | 0.24 (0.21, 0.28) | 3.040 | 0.038 | | 0.23 (0.21, 0.28) | 3.311 | 0.015 |
Died | 0.18 (0.16, 0.19) | | 0.16 (0.12, 0.17) |
§ Two independent-sample Mann-Whitney rank-sum tests were applied to test the differences in medians between the survival subgroup and the death subgroup in the advanced-stage group. |
# All P-values were corrected by Bonferroni correction, and the corrected P = original P × 16 (the number of comparisons). |
Comparison of the dynamic changes in the peripheral blood lymphocyte subset counts in the death and survival groups
At admission, the counts of total lymphocytes, B cells and NK cells in the death subgroup were lower than those in the survival subgroup (all P < 0.05, Table 4), while there was no statistically significant difference between the two subgroups in the other lymphocyte subgroup counts (T cells, Th cells and Ts cells) (P > 0.05, Table 4). All the counts of lymphocyte subsets in the death group on the third day after admission were significantly lower than those in the survival group (P < 0.05, Table 4).