| Literature DB >> 35327675 |
En-Pei Lee1,2, Jainn-Jim Lin1,2, Shao-Hsuan Hsia1,2, Oi-Wa Chan1,2, Sheng-Ling Jan3,4,5, Han-Ping Wu6,7,8.
Abstract
BACKGROUND: Refractory septic shock can cause severe morbidities and mortalities in children. Resuscitation based on hemodynamics is important in children with critical illness. Thus, this study aimed to identify the hemodynamics of refractory septic shock associated with poor prognosis at an early stage to allow for timely interventions.Entities:
Keywords: cutoff values; hemodynamic parameters; intensive care unit; outcomes; pediatric septic shock
Year: 2022 PMID: 35327675 PMCID: PMC8947105 DOI: 10.3390/children9030303
Source DB: PubMed Journal: Children (Basel) ISSN: 2227-9067
Figure 1Algorithm of enrolled patients.
Population characteristics and initial PiCCO parameters.
| Variables | Survival (n = 15) | 28-Day Mortality (n = 18) | |
|---|---|---|---|
| 12.1 ± 4.6 | 12.3 ± 4.3 | 0.786 | |
| 6 (40) | 10 (55.6) | 0.373 | |
| 34.5 ± 15.1 | 36.6 ± 15 | 0.703 | |
| 8 (53.3) | 13 (72.2) | 0.446 | |
|
| 18.3 ± 4.9 | 19.7 ± 3.1 | 0.329 |
| 0.18 | |||
| CNS | 0 | 5 (27.8) | |
| Bloodstream | 6 (40) | 7 (38.8) | |
| Respiratory | 4 (26.6) | 3 (16.7) | |
| Urologic | 1 (6.7) | 0 | |
| Abdominal | 1 (6.7) | 0 | |
| Others | 3 (20) | 3 (16.7) | |
| 11 (73.3) | 13 (72.3) | 0.77 | |
| Pathogen, n (%) | 0.513 | ||
| Gram positive | 5 (33.3) | 2 (11.1) | |
| Gram negative | 5 (33.3) | 8 (44.4) | |
| Fungus | 1 (6.8) | 1 (5.6) | |
| Virus | 0 (0) | 2 (11.2) | |
| Unknown | 4 (26.6) | 5 (27.7) | |
| Dopamine | 14 (93.3) | 18 (100) | 0.9 |
| Epinephrine | 12 (80) | 17 (94.4) | 0.46 |
| Norepinephrine | 5 (33.3) | 9 (50) | 0.543 |
| Dobutamine | 1 (6.7) | 7 (38.9) | 0.08 |
| Milrinone | 10 (66.7) | 10 (55.6) | 0.76 |
| Vasopressin | 0 | 1 (5.5) | 0.9 |
| IV fluid prior to the study included | 59.7 ± 5.3 | 60.1 ± 6.2 | 0.81 |
| IV fluid included in the study within 72 h | 17.2 ± 4.6 | 15.5 ± 1.2 | 0.164 |
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| VIS | 27.5 ± 12.3 | 54.7 ± 56 | 0.015 |
| Heart rate (beats/min) | 120.3 ± 29.9 | 142.4 ± 24.7 | 0.057 |
| Mean arterial pressure (mm Hg) | 83.5 ± 16.2 | 58.8 ± 16.7 | <0.001 |
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| ICU stay (days) | 22.1 ± 15.7 | 13.8 ± 7.7 | 0.057 |
| Length of stay (days) | 37.3 ± 28.1 | 22.3 ± 16 | 0.093 |
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| CO (L/min) | 4.4 ± 1.7 | 4.7 ± 1.7 | 0.628 |
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| CI (L/min/m2) | 3.9 ± 1.1 | 4.1 ± 0.9 | 0.602 |
| GEF (%) | 31.3 ± 10.1 | 27.8 ± 9.9 | 0.502 |
| CFI (I/min) | 9.2 ± 2.8 | 9.4 ± 3.4 | 1 |
| | |||
| GEDVI (mL/m2) | 451.8 ± 154.2 | 457.5 ± 145.2 | 0.823 |
| ITBVI (mL/m2) | 564.2 ± 192.8 | 571.5 ± 181.5 | 0.823 |
| SVV (%) | 9.7 ± 3.3 | 16.1 ± 6.7 | 0.003 |
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| SVRI (dyn×sec/cm5/m2) | 1413.1 ± 537.7 | 933.9 ± 376.9 | 0.003 |
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| EVLWI (mL/m2) | 10.7 ± 4.7 | 15.9 ± 14.9 | 0.551 |
| PVPI | 2.9 ± 0.9 | 3.9 ± 3.1 | 0.502 |
PRISM, pediatric risk of mortality; CNS, central nervous system; IV, intravascular. VIS, vasoactive-inotropic scores; ICU, intensive care unit; CO, cardiac output; CI, cardiac index; GEF, global ejection fraction; CFI, cardiac function index; GEDVI, global end-diastolic volume index; ITBVI, intrathoracic blood volume index; SVV, stroke volume variation; SVRI, systemic vascular resistance index; EVLWI, extravascular lung water index; PVPI, pulmonary vascular permeability index.
Figure 2Serial cardiac index (CI) and its variance (mean ± 1 SE bar) after comparing survivors with non-survivors, measured at 6 h intervals.
Multivariable analysis for the predictors of the 28-day mortality during the first 72 h after admission to the PICU.
| Parameter | β | Odds Ratio | |
|---|---|---|---|
| −0.18 | 0.836 (0.334−2.092) | 0.701 | |
|
| 0.057 | 1.058 (1.001−1.119) | 0.048 * |
| −0.003 | 0.997 (0.995−0.999) | 0.028 * |
VIS, vasoactive–inotropic score; CI, cardiac index; SVRI, systemic vascular resistance index. * Statistical significance was set at p < 0.05.
Comparison of CI, SVRI, VIS, and ROC at six-hour intervals between survivors and non-survivors.
| CI (L/min/m2) | SVRI (dyn×sec/cm5/m2) | VIS | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Hour | Survival | 28-Day Mortality | AUC | Survival | 28-Day Mortality | AUC | Survival | 28-Day Mortality | AUC |
| 0 | 3.9 ± 1.2 | 4.1 ± 1.3 | 0.51 | 1413 ± 537 | 933 ± 376 | 0.8 | 28 ± 13 | 58 ± 55 | 0.76 |
| 6 | 3.8 ± 1.2 | 4 ± 1.1 | 0.46 | 1543 ± 645 | 1019 ± 354 | 0.76 | 36 ± 22 | 69 ± 62 | 0.73 |
| 12 | 3.9 ± 1 | 4.4 ± 1.2 | 0.32 | 1594 ± 552 | 935 ± 261 | 0.89 | 38 ± 26 | 66 ± 50 | 0.71 |
| 18 | 4.1 ± 1.4 | 4.9 ± 1.3 | 0.34 | 1731 ± 583 | 851 ± 394 | 0.88 | 36 ± 26 | 79 ± 57 | 0.73 |
| 24 | 4.2 ± 1.5 | 3.9 ± 1 | 0.47 | 1697 ± 483 | 1040 ± 386 | 0.84 | 25 ± 14 | 60 ± 35 | 0.79 |
| 30 | 4.1 ± 1.1 | 4.2 ± 0.9 | 0.44 | 1602 ± 511 | 957 ± 322 | 0.83 | 23 ± 16 | 52 ± 32 | 0.79 |
| 36 | 4.4 ± 1.3 | 4.1 ± 0.9 | 0.54 | 1631 ± 488 | 1099 ± 551 | 0.79 | 22 ± 16 | 46 ± 27 | 0.76 |
| 42 | 3.7 ± 1.2 | 3.6 ± 0.8 | 0.51 | 1886 ± 627 | 1290 ± 658 | 0.77 | 21 ± 15 | 49 ± 28 | 0.79 |
| 48 | 3.8 ± 1.3 | 3.7 ± 0.9 | 0.52 | 1973 ± 577 | 1424 ± 613 | 0.76 | 21 ± 15 | 53 ± 36 | 0.78 |
| 54 | 4 ± 1.3 | 4.4 ± 1.3 | 0.38 | 1768 ± 554 | 1345 ± 615 | 0.62 | 22 ± 13 | 39 ± 23 | 0.73 |
| 60 | 3.8 ± 1.5 | 4.2 ± 0.9 | 0.35 | 1866 ± 639 | 1149 ± 638 | 0.8 | 22 ± 12 | 45 ± 31 | 0.73 |
| 66 | 3.4 ± 0.8 | 3.8 ± 1.2 | 0.4 | 1951 ± 564 | 1405 ± 705 | 0.75 | 21 ± 13 | 39 ± 29 | 0.70 |
| 72 | 3.7 ± 1.1 | 3.9 ± 1.4 | 0.52 | 1766 ± 439 | 1489 ± 880 | 0.62 | 21 ± 13 | 39 ± 29 | 0.70 |
CI, cardiac index; SVRI, systemic vascular resistance index; VIS, vasoactive–inotropic score; AUC, area under the ROC curve; ROC, receiver operating characteristic.
Figure 3Serial systemic vascular resistance index (SVRI), measured at 6 h intervals. * Statistical significance was set at p < 0.05.
Figure 4Serial vasoactive–inotropic score (VIS), measured at 6 h intervals. * Statistical significance was set at p < 0.05.
Figure 5Predicting 28-day mortality at 0 h based on the AUCs of CI, SVRI, and VIS. (A) CI, (B) SVRI, and (C) VIS.
Figure 6Predicting 28-day mortality at 6 h intervals using the best AUC. (A–L) 6–72 h.
Best cutoff values of hemodynamic parameters at 6 h intervals within 72 h after the PiCCO setup.
| Time | Hemodynamic Parameters | Cutoff Value | Sensitivity | Specificity | LR+ | LR− | Youden Index |
|---|---|---|---|---|---|---|---|
| 0 | SVRI | 896 | 0.61 | 0.93 | 9.2 | 0.4 | 0.5 |
| 6 | SVRI | 1011 | 0.69 | 0.86 | 4.9 | 0.4 | 0.5 |
| 12 | SVRI | 978 | 0.77 | 0.92 | 10 | 0.3 | 0.7 |
| 18 | SVRI | 1294 | 0.91 | 0.77 | 3.9 | 0.1 | 0.7 |
| 24 | SVRI | 1284 | 0.73 | 0.75 | 2.9 | 0.4 | 0.5 |
| 30 | SVRI | 1014 | 0.6 | 0.9 | 6.6 | 0.4 | 0.5 |
| 36 | SVRI | 1446 | 0.89 | 0.67 | 2.7 | 0.1 | 0.6 |
| 42 | VIS | 49 | 0.56 | 1 | - | 0.4 | 0.6 |
| 48 | VIS | 44 | 0.63 | 1 | - | 0.3 | 0.6 |
| 54 | VIS | 42 | 0.58 | 1 | - | 0.4 | 0.6 |
| 60 | SVRI | 1312 | 0.7 | 0.8 | 3.5 | 0.4 | 0.5 |
| 66 | SVRI | 1454 | 0.67 | 0.8 | 3.3 | 0.4 | 0.6 |
| 72 | VIS | 27 | 0.67 | 0.78 | 3 | 0.4 | 0.4 |
LR+, positive likelihood ratio; LR−, negative likelihood ratio.
Two cutoff values for SVRI in predicting clinical outcomes with 100% specificity and 100% sensitivity at 6 h intervals.
| Time (Hours) | SVRI | Sensitivity | Specificity | LR+ | LR− | Youden Index |
|---|---|---|---|---|---|---|
| 0 | 533 | 20% | 100% | − | 0.8 | 0.2 |
| 0 | 1531 | 100% | 10% | 1.1 | 0 | 0.1 |
| 6 | 1011 | 70% | 100% | − | 0.3 | 0.7 |
| 6 | 1789 | 100% | 40% | 1.7 | 0 | 0.4 |
| 12 | 837 | 60% | 100% | − | 0.4 | 0.6 |
| 12 | 1492 | 100% | 70% | 3.3 | 0 | 0.7 |
| 18 | 914 | 60% | 100% | − | 0.4 | 0.6 |
| 18 | 1534 | 100% | 70% | 3.3 | 0 | 0.7 |
| 24 | 1156 | 60% | 100% | − | 0.4 | 0.6 |
| 24 | 1590 | 100% | 70% | 3.3 | 0 | 0.7 |
| 30 | 959 | 60% | 100% | − | 0.4 | 0.6 |
| 30 | 1646 | 100% | 70% | 3.3 | 0 | 0.7 |
| 36 | 1004 | 40% | 100% | − | 0.6 | 0.4 |
| 36 | 2390 | 100% | 10% | 1.1 | 0 | 0.1 |
| 42 | 1033 | 50% | 100% | − | 0.5 | 0.5 |
| 42 | 2400 | 100% | 30% | 1.4 | 0 | 0.3 |
| 48 | 1100 | 40% | 100% | − | 0.6 | 0.4 |
| 48 | 2487 | 100% | 40% | 1.7 | 0 | 0.4 |
| 54 | 997 | 30% | 100% | − | 0.7 | 0.3 |
| 54 | 2000 | 100% | 20% | 1.3 | 0 | 0.2 |
| 60 | 1063 | 60% | 100% | − | 0.4 | 0.6 |
| 60 | 2327 | 100% | 40% | 1.7 | 0 | 0.4 |
| 66 | 1106 | 50% | 100% | − | 0.5 | 0.5 |
| 66 | 2494 | 100% | 40% | 1.7 | 0 | 0.4 |
| 72 | 1151 | 50% | 100% | − | 0.5 | 0.5 |
| 72 | 2795 | 100% | 0 | 1 | 0 | 0 |