| Literature DB >> 29319721 |
Ana Paula Metran Nascente1, Flávio Geraldo Rezende Freitas1, Jan Bakker2,3, Antônio Tonete Bafi1, Renata Teixeira Ladeira1, Luciano Cesar Pontes Azevedo1, Alexandre Lima2, Flavia Ribeiro Machado1.
Abstract
OBJECTIVES: To assess the impact of vasopressin on the microcirculation and to develop a predictive model to estimate the probability of microcirculatory recruitment in patients with septic shock.Entities:
Mesh:
Substances:
Year: 2017 PMID: 29319721 PMCID: PMC5738558 DOI: 10.6061/clinics/2017(12)06
Source DB: PubMed Journal: Clinics (Sao Paulo) ISSN: 1807-5932 Impact factor: 2.365
Demographic data and sepsis characteristics.
| Variable | All patients (n=18) | Responders (n=9) | Non-responders (n=9) | |
|---|---|---|---|---|
| Age (years) | 62.3±17.8 | 63.9±17.4 | 60.2±19.8 | 0.601 |
| Males | 11 (61.1) | 6 (66.7) | 5 (55.6) | 0.629 |
| APACHE II | 13.4±4.6 | 14.1±6.1 | 12.9±3.1 | 0.630 |
| Admission SOFA | 11 (8, 13) | 10 (7, 12.5) | 11 (9.5,13) | |
| Admission category | 0.881 | |||
| Ward | 7 (38.9) | 4 (44.4) | 3 (33.3) | |
| Surgery | 9 (50) | 4 (44.4) | 5 (55.6) | |
| Emergency department | 2 (11.1) | 1 (11.1) | 1 (11.1) | |
| Patient category | 0.774 | |||
| Medical | 9 (50) | 5 (55.6) | 4 (44.4) | |
| Elective surgical | 3 (16.7) | 2 (22.2) | 1 (11.1) | |
| Emergency surgical | 6 (33.4) | 2 (22.2) | 4 (44.4) | |
| Type of infection | 0.287 | |||
| Community | 5 (27.8) | 1 (11.1) | 4 (44.4) | |
| Nosocomial - ward | 8 (44.4) | 5 (55.6) | 3 (33.3) | |
| Nosocomial - ICU | 5 (27.8) | 3 (33.3) | 2 (22.2) | |
| Site of infection | 0.164 | |||
| Lung | 5 (27.8) | 2 (22.2) | 3 (33.3) | |
| Abdominal | 6 (33.3) | 2 (22.2) | 4 (44.4) | |
| Urinary | 2 (11.1) | 0 (0) | 2 (22.2) | |
| Catheter | 1 (5.6) | 1 (11.1) | 0 (0) | |
| Bloodstream | 2 (11.1) | 2 (22.2) | 0 (0) | |
| Unknown | 2 (11.1) | 2 (22.2) | 0 (0) | |
| Organ dysfunctions (number) | 4.17±1.61 | 3.78 ±1.4 | 4.56±1.8 | 0.322 |
| Duration of organ dysfunction (hours) | 36.54 (30.0, 51.8) | 39.9 (29.7, 56.5) | 34.7 (27.7, 45.4) | 0.606 |
| Duration of vasopressor use (hours) | 27.2±12.2 | 24.7±13.8 | 29.3±10.9 | 0.457 |
| ICU mortality | 11 (61.1) | 6 (66.7) | 5 (55.6) | 0.629 |
| Hospital mortality | 13 (72.2) | 6 (66.7) | 7 (77.8) | 0.599 |
APACHE, Acute Physiological Chronic Health Evaluation; SOFA, Sequential Organ Failure Assessment; ICU, intensive care unit. The results are expressed as the number (%), mean±standard deviation or median (25%, 75%).
Global hemodynamic parameters and noradrenaline dose recorded at the three different time points during the study protocol and categorized according to responders and non-responders.
| Variables | Subgroup | T0 (n=18) | T1 (n=18) | T2 (n=15) |
|---|---|---|---|---|
| Noradrenaline (µg/K/min) | Non-responder | 0.28 (0.17-0.41) | 0.15 (0.09-0.24) | 0.39 (0.23-0.56) |
| Responder | 0.68 (0.40-1.04) | 0.49 (0.38-0.88) | 0.59 (0.42-0.88) | |
| 0.008 | 0.010 | 0.320 | ||
| HR (bpm) | Non-responder | 101 (12) | 96 (14) | 101 (11) |
| Responder | 113 (25) | 109 (23) | 116 (20) | |
| 0.220 | 0.150 | 0.060 | ||
| MAP (mmHg) | Non-responder | 74.6 (8) | 74.4 (5) | 70.1 (5) |
| Responder | 70.4 (3) | 70.8 (3) | 70.5 (4) | |
| 0.152 | 0.089 | 0.370 | ||
| CI (L/min.m2) | Non-responder | 4.5 (1.28) | 3.6 (1.04) | 4.0 (0.96) |
| Responder | 4.2 (1.20) | 3.7 (0.91) | 3.9 (0.82) | |
| 0.560 | 0.900 | 0.510 | ||
| SI (mL/m2) | Non-responder | 45.2 (15.2) | 38.8 (12.9) | 40.5 (11.5) |
| Responder | 36.4 (7.1) | 34.6 (7.2) | 34.7 (7.9) | |
| 0.146 | 0.405 | 0.262 | ||
| Lactate (mg/dL) | Non-responder | 21.3 (14.0-32.0) | 18.9 (12.9-27.1) | 25.0 (12.9-43.8) |
| Responder | 30.8 (24.0-43.8) | 28.7 (21.9-46.0) | 27.1 (23.1-32.1) | |
| 0.22 | 0.15 | 0.23 | ||
| SvO2 (%) | Non-responder | 71.4 (6.9) | 69.1 (9.5) | 73.3 (8.8) |
| Responder | 75.7 (5.7) | 72.5 (5.4) | 71.7 (5.4) | |
| 0.170 | 0.360 | 0.450 | ||
| a-vCO2 | Non-responder | 3.0 (1.3) | 4.8 (1.6) | 4.6 (2.0) |
| Responder | 4.1 (2.2) | 5.5 (3.9) | 4.8 (1.3) | |
| 0.28 | 0.44 | 0.85 | ||
| DO2 (mL/min) | Non-responder | 791 (673-1435) | 739 (568-986) | 731 (542-1231) |
| Responder | 836 (678-1080) | 738 (613-955) | 740 (673-1116) | |
| 0.51 | 0.89 | 0.70 | ||
| VO2 (mL/min) | Non-responder | 188 (152-370) | 171 (132-292) | 188 (156-278) |
| Responder | 197 (145-243) | 199 (145-206) | 196 (173-221) | |
| 0.19 | 0.42 | 0.29 | ||
| Extraction rate (%) | Non-responder | 25.6 (21-26) | 23.1 (19-34) | 23.3 (21-35) |
| Responder | 22.0 (18-31) | 22.6 (18-28) | 23.7 (17-29) | |
| 0.49 | 0.29 | 0.39 |
Time points are defined as before (T0), during (T1) and after (T2) vasopressin infusion. There were 9 responders and 9 non-responders. HR, heart rate; MAP, mean arterial pressure; CI, cardiac index; SI, systolic index; SvO2, oxygen mixed venous saturation. Data are expressed as the mean (standard deviation) or median (25%, 75%).
p<0.05 vs. previous time point within the same group.
Sublingual microcirculation parameters recorded at the three different time points during the study protocol and categorized according to responders and non-responders.
| Variable | Subgroup | T0 | T1 | T2 |
|---|---|---|---|---|
| TVD (mm/mm2) | Non-responder | 15.9 (2.5) | 14.4 (1.8) | 14.8 (0.58) |
| Responder | 14.3 (1.7) | 16.3 (1.6) | 15.2 (1.57) | |
| 0.13 | 0.03 | 0.35 | ||
| PVD (mm/mm2) | Non-responder | 13.9 (2.7) | 12.4 (1.8) | 12.6 (1.3) |
| Responder | 12.1 (1.9) | 14.4 (1.4) | 13.0 (1.9) | |
| 0.11 | 0.02 | 0.47 | ||
| PPV (%) | Non-responder | 87.3 (7.6) | 86.5 (6.4) | 85.0 (7.8) |
| Responder | 83.5 (6.0) | 89.0 (4.8) | 86.6 (7.0) | |
| 0.26 | 0.36 | 0.62 | ||
| MFI | Non-responder | 2.7 (0.2) | 2.8 (0.2) | 2.7 (0.2) |
| Responder | 2.7 (0.1) | 2.6 (0.3) | 2.7 (0.2) | |
| 0.69 | 0.15 | 0.89 |
Time points are defined as before (T0), during (T1) and after (T2) vasopressin infusion. There were 9 responders and 9 non-responders. TVD, total vascular density; PPV, proportion of perfused vessels; PVD, perfused vascular density; MFI, microcirculatory flow index; Data are expressed as the mean (standard deviation) or median (25%, 75%).
p<0.05 vs. previous time points within the same group.
Changes in hemodynamic, respiratory and metabolic variables after vasopressin infusion – global analysis.
| Variables | T0 (n=18) | T1 (n=18) | T2 (n=15) |
|---|---|---|---|
| Norepinephrine (μg/kg/min) | 0.41 (0.23, 0.90) | 0.31 (0.09, 0.76) | 0.56 (0.23, 0.85) |
| Heart rate (bpm) | 107.4±19.7 | 102.7±19.9 | 110.53±18.9 |
| MAP (mmHg) | 72.56±6.2 | 72.7±4.4 | 70.4±4,0 |
| CVP (mmHg) | 11.6±5.0 | 11.8±4.6 | 11.5±4.5 |
| PAOP (mmHg) | 9.6±4.5 | 10.6±3.7 | 9.0±4.2 |
| mPAP (mmHg) | 27.6±8.0 | 26.9±7.4 | 26.7±7.5 |
| CO (L/min) | 7.8±2.9 | 6.7±2.4 | 7.1±2.2 |
| CI (L/min.m2) | 4.4±1.2 | 3.7±0.9 | 4.0±0.8 |
| SI (ml/beat/m2) | 40.8±12.4 | 36.9±10.6 | 37.0±9.6 |
| PPV (%) | 5.0 (3.0, 10.5) | 4.0 (2.1, 8.7) | 4.7 (4.0, 5.7) |
| DO2 (ml/min) | 813.5 (676.2, 1153.0) | 738.5 (595.5, 939.5) | 740.0 (643.0, 1048.0) |
| VO2 (mL/min) | 188.0 (142.0, 246.0) | 171.0 (140.0, 203.0) | 196.0 (164.0, 225.0) |
| Extraction rate (%) | 24.6±7.1 | 25.6±7.9 | 25.0±7.1 |
| PEEP (cmH2O) | 9.6±3.6 | 9.6±3.6 | 9.5±3.9 |
| FiO2 (%) | 0.40 (0.40, 0.50) | 0.40 (0.40, 0.50) | 0.4 (0.4, 0.5) |
| pO2/FiO2 ratio | 231.2 (169.4, 263.5) | 222.5 (187.6, 255.7) | 203.0 (185.0, 231.0) |
| Lactate (mg/dL) | 30.3±17.3 | 27.6±15.8 | 29.6±15.4 |
| a-vCO2 (mmHg) | 3.7 (2.5, 4.7) | 4.6 (3.2, 6.5) | 4.7 (4.0, 5.7) |
| Urine output (ml/kg/h) | 0.2 (0.0, 1.4) | 0.1 (0.0, 0.4) | 0.0 (0.0, 0.5) |
| SvO2 (%) | 73.6±6.5 | 70.9±7.7 | 72.4±6.7 |
| Haemoglobin (g/dL) | 9.0±1.4 | 8.8±1.4 | 8.8±1.5 |
Time points are defined as before (T0), during (T1) and after (T2) vasopressin infusion. MAP, mean arterial pressure; CVP, central venous pressure; PAOP, pulmonary artery occluded pressure; PAP, pulmonary artery pressure; CO, cardiac output; CI, cardiac index; SI, systolic index; PPV, pulse pressure variation; DO2, oxygen delivery; PEEP, positive end expiratory pressure; FiO2, fraction of inspired oxygen; pO2, oxygen partial pressure; ΔCO2, venous-arterial CO2 gradient; SvO2, oxygen mixed venous saturation. Data are expressed as number (%), mean±standard deviation or median (25%, 75%).
p<0.05 vs. previous time point.
Changes in the microcirculatory variables after vasopressin infusion – global analysis.
| Variable | T0 | T1 | T2 |
|---|---|---|---|
| TVD (mm/mm2) | 15.1± 2.2 | 15.2±1.8 | 15.2±1.5 |
| PVD (mm/mm2) | 13.0±2.4 | 13.4±1.8 | 12.9±1.7 |
| PPV (%) | 87.1 (83.0, 90.5) | 88.6 (84.1, 90.5) | 85.8 (83.4, 90.5) |
| MFI | 2.7 (2.6, 2.9) | 2.9 (2.5, 3.0) | 2.7 (2.5, 3.0) |
Time points are defined as before (T0), during (T1) and after (T2) vasopressin infusion. TVD, total vascular density; PPV, proportion of perfused vessels; PVD, perfused vascular density; MFI, microcirculatory flow index; HI, heterogeneity index. Data are expressed as mean±standard deviation or median (25%, 75%).
p<0.05 vs. previous time point.
Multivariable regression model to changes in microcirculatory response.
| Independent variable | β coefficient±SE | OR 95% CI | |
|---|---|---|---|
| TVD | -0.73±0.4 | 0.479 (0.180 – 1.272) | 0.14 |
| HR | 0.013±0.07 | 1.013 (0.877 – 1.172) | 0.85 |
| MAP | -0.15±0.31 | 0.855 (0.463 – 1.579) | 0.61 |
| CVP | 0.09±0.34 | 1.104 (0.566 – 2.154) | 0.77 |
| Lactate | -0.07±0.068 | 0.925 (0.811 – 1.056) | 0.25 |
| CI | -0.83±0.81 | 0.433 (0.088 – 2.128) | 0.30 |
| Noradrenaline dose | 4.8±2.3 | 5.611 (1.130 – 27.861) | 0.03 |
Noradrenaline dose was used as a categorized variable.
Backward-elimination approach was tested and predictors were removed if significance level were more than 0.10. Independent variables at baseline were included: Total Vascular Density (TVD), hear rate (HR), mean arterial pressure (MAP), central venous pressure (CVP), lactate, cardiac index (CI) and noradrenaline dose.
Figure 1Probability of microcirculatory response based on a dose of noradrenaline at T0 (logarithmic scale). The dotted line shows the threshold value of the predicted probability of 53% for patients receiving a noradrenaline dose higher than 0.38 mcg/kg/min (78% sensitivity and 77% specificity).
Predicted probability of the different doses of noradrenaline for microcirculatory responses with their corresponding sensitivity and specificity.
| Noradrenaline dose (mcg/kg/min) | Predicted probability for the microcirculatory response to vasopressin | Sensitivity | Specificity |
|---|---|---|---|
| 27.8% | 89% | 56% | |
| 53.0% | 78% | 77% | |
| 77.6% | 67% | 99% |
ROC curve, AUC = 85%, p=0.013.