| Literature DB >> 35223690 |
George M Hoffman1,2,3,4, John P Scott1,2,3,4, Eckehard A Stuth1,3.
Abstract
Neonates undergoing the Norwood procedure for hypoplastic left heart syndrome are at higher risk of impaired systemic oxygen delivery with resultant brain, kidney, and intestinal ischemic injury, shock, and death. Complex developmental, anatomic, and treatment-related influences on cerebral and renal-somatic circulations make individualized treatment strategies physiologically attractive. Monitoring cerebral and renal circulations with near infrared spectroscopy can help drive rational therapeutic interventions. The primary aim of this study was to describe the differential effects of carbon dioxide tension on cerebral and renal circulations in neonates after the Norwood procedure. Using a prospectively-maintained database of postoperative physiologic and hemodynamic parameters, we analyzed the relationship between postoperative arterial carbon dioxide tension and tissue oxygen saturation and arteriovenous saturation difference in cerebral and renal regions, applying univariate and multivariate multilevel mixed regression techniques. Results were available from 7,644 h of data in 178 patients. Increases in arterial carbon dioxide tension were associated with increased cerebral and decreased renal oxygen saturation. Differential changes in arteriovenous saturation difference explained these effects. The cerebral circulation showed more carbon dioxide sensitivity in the early postoperative period, while sensitivity in the renal circulation increased over time. Multivariate models supported the univariate findings and defined complex time-dependent interactions presented graphically. The cerebral and renal circulations may compete for blood flow with critical limitations of cardiac output. The cerebral and renal-somatic beds have different circulatory control mechanisms that can be manipulated to change the distribution of cardiac output by altering the arterial carbon dioxide tension. Monitoring cerebral and renal circulations with near infrared spectroscopy can provide rational physiologic targets for individualized treatment.Entities:
Keywords: NIRS (near infrared reflectance spectroscopy); carbon dioxide; cerebral autoregulation; cerebral oxygenation; neonatal brain; regional blood flow; somatic oxygenation
Year: 2022 PMID: 35223690 PMCID: PMC8873518 DOI: 10.3389/fped.2022.762739
Source DB: PubMed Journal: Front Pediatr ISSN: 2296-2360 Impact factor: 3.418
Sources and formulae for measured and derived physiologic variables.
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| SaO2 | Arterial oxyhemoglobin saturation | Masimo SET |
| rSO2C | Regional tissue saturation (cerebral field) | Medtronics/Somanetics Invos 5100A |
| SvO2C | Regional venous saturation (cerebral) | SvO2C = (rSO2C−0.25*SaO2)/0.75 |
| ΔSavO2C | Regional arteriovenous difference (cerebral) | ΔSavO2C = SaO2 – SvO2C |
| ΔSarSO2C | Regional arterial-tissue difference (cerebral) | ΔSarO2C = SaO2 – rSO2C |
| fOERvC | Regional venous extraction ratio (cerebral) | fOERvC = ΔSavO2C/SaO2 |
| fOERrC | Regional tissue extraction ratio (cerebral) | fOERrC = ΔSarO2C/SaO2 |
| MABP | Mean arterial blood pressure | GE Solar |
| PaCO2 | Arterial carbon dioxide | Radiometer ABL |
| PaO2 | Arterial oxygen tension | |
| pH | Negative log hydrogen ion | |
| Hgb | Hemoglobin concentration |
Patient population demographics, operative characteristics, and outcomes.
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| N (%) | 178 (100%) | 168 (94%) | 10 (5.6%) | |
| Weight at S1P | 3.20 (0.70) (2.90–3.60) | 3.20 (0.71) | 3.15 (1.04) 2.52–3.56) | 0.368 |
| Age at S1P | 7.0 (4.0) | 7.00 (4.00) | 9.50 (6.00) | 0.121 |
| Gender: | ||||
| Gestational age | 38.0 (1.0) | 38.0 (1.0) | 38.0 (1.8) | 0.306 |
| CPB time | 168 (44) | 168 (43) | 168 (88) | 0.213 |
| DHCA time | 12 (8) | 12 (8) | 12 (15) | 0.702 |
| Shunt type: MBTS | ||||
| ECMO support yes | ||||
| Hospital LOS | 38 (38) | 38 (34) | 52 (85) | 0.795 |
Data are presented as median (interquartile range) and interval or count (percent). Data were excluded from analysis during ECMO and operative support, yielding an analysis set of 178 patients, with 168 (94%) operative survival through hospital discharge. Differences between survivors and non-survivors are summarized by significance testing.
Summary of physiologic parameters.
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| SaO2 | 83.0 | 6.0 | 75.0 | 91.0 | −0.43 | 83.0 | 4.9 | 3.8 | 3.4 | 1.11 | 0.06 | 0.07 |
| rSO2C | 66.0 | 11.0 | 51.0 | 79.0 | −0.24 | 65.9 | 8.6 | 5.6 | 7.6 | 0.79 | 0.13 | 0.10 |
| rSO2R | 77.0 | 11.0 | 60.0 | 89.0 | −0.56 | 75.9 | 8.7 | 5.9 | 6.7 | 0.89 | 0.11 | 0.10 |
| SvO2C | 60.3 | 14.3 | 40.7 | 77.0 | −0.25 | 59.8 | 11.0 | 7.2 | 8.9 | 0.81 | 0.18 | 0.15 |
| SvO2R | 74.7 | 14.7 | 53.3 | 90.0 | −0.62 | 73.6 | 11.3 | 7.8 | 8.5 | 0.91 | 0.15 | 0.14 |
| ΔSavO2C | 22.7 | 14.7 | 5.3 | 42.7 | 0.32 | 23.3 | 11.2 | 7.9 | 8.2 | 0.96 | 0.48 | 0.46 |
| ΔSavO2R | 8.0 | 14.7 | −8.0 | 30.7 | 0.70 | 9.4 | 11.7 | 8.5 | 8.2 | 1.03 | 1.23 | 1.27 |
| ΔSarO2C | 17.0 | 11.0 | 4.0 | 32.0 | 0.32 | 17.4 | 8.4 | 5.9 | 6.2 | 0.96 | 0.48 | 0.46 |
| ΔSarO2R | 6.0 | 11.0 | −6.0 | 23.0 | 0.70 | 7.1 | 8.8 | 6.4 | 6.2 | 1.03 | 1.23 | 1.27 |
| fOERvC | 0.3 | 0.2 | 0.1 | 0.5 | 0.24 | 0.24 | 0.10 | 0.07 | 0.07 | 1.00 | 0.47 | 0.47 |
| fOERvR | 0.1 | 0.2 | −0.1 | 0.4 | 0.55 | 0.11 | 0.11 | 0.08 | 0.08 | 1.07 | 1.24 | 1.33 |
| fOERrC | 0.2 | 0.1 | 0.1 | 0.4 | 0.24 | 0.21 | 0.10 | 0.07 | 0.07 | 0.92 | 0.47 | 0.43 |
| fOERrR | 0.1 | 0.1 | −0.1 | 0.3 | 0.55 | 0.08 | 0.10 | 0.07 | 0.08 | 1.01 | 1.24 | 1.25 |
| PaCO2 | 47.0 | 10.4 | 36.4 | 62.9 | 0.78 | 48.1 | 8.2 | 6.2 | 6.0 | 1.03 | 0.17 | 0.18 |
| PaO2 | 46.6 | 6.4 | 38.6 | 56.4 | 0.57 | 46.9 | 5.4 | 3.5 | 4.3 | 0.83 | 0.12 | 0.10 |
| pH | 7.4 | 0.1 | 7.2 | 7.5 | −0.50 | 7.36 | 0.08 | 0.06 | 0.06 | 1.02 | 0.01 | 0.01 |
| MABP | 50.0 | 7.0 | 41.0 | 60.0 | 0.40 | 49.8 | 5.7 | 4.3 | 4.2 | 1.02 | 0.11 | 0.11 |
| CVP | 10.0 | 3.0 | 6.0 | 13.0 | 0.18 | 9.6 | 2.2 | 1.6 | 1.6 | 1.01 | 0.23 | 0.23 |
| HR | 173.0 | 18.0 | 150.0 | 195.0 | −0.01 | 173 | 13.7 | 9.6 | 10.9 | 0.88 | 0.08 | 0.07 |
| Hb | 15.9 | 2.0 | 13.7 | 18.6 | 0.16 | 16.0 | 1.5 | 1.1 | 1.1 | 1.00 | 0.09 | 0.09 |
Data were collected for 48 postoperative hours in 172 patients for a total of 7644 hourly measures.
Variables are summarized by P50,median; IQR, interquartile range; P5, 5.
Figure 1Changes in regional oxygenation and arteriovenous difference with time in univariable models.
Figure 2Changes in regional oxygenation and with arterial PaCO2 in univariable models.
Figure 3Interactions of time and PaCO2 on regional oxygenation and flow in univariable fixed-effect models. The effect on PaCO2 on cerebral rSO2C decreased with time, while the effect on renal rSO2R increased.
Multivariable regression results.
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| SaO2 | 0.190 | 0.203 | 1.080 | 1.063 |
| MABP | 0.160 | 0.165 | −0.213 | −0.220 |
| Hb | 0.673 | 0.904 | −0.897 | −1.205 |
| PaCO2 | 0.989 | 0.412 | −1.318 | −0.549 |
| Hour | 0.457 (0.397) | 1.775 | −0.610 (0.530) | −2.366 |
| ((PaCO2) # (PaCO2)) | −0.00650 | −0.00464 | 0.00866 | 0.00619 |
| (All & PaCO2) | 0.982 | 0.407 | −1.310 | −0.543 |
| (All & hour) | 0.462 (0.390) | 1.739 | −0.616 (0.520) | −2.318 |
| (All PaCO2 & hour) | 1.454 | 2.085 | −1.938 | −2.780 |
| Heart rate | −0.0396 | −0.145 | 0.0528 | 0.193 |
| CVP | −0.0896 | −0.685 | 0.119 | 0.913 |
| Weight | 0.0700 (0.838) | 1.961 | −0.0934 (1.118) | −2.614 |
| Age | −0.627 | −0.357 | 0.836 | 0.476 |
| Gender (female) | −0.365 (0.905) | 0.738 | 0.486 (1.207) | −0.984 |
| CPB time | −0.0102 (0.00923) | −0.0203 | 0.0136 (0.0123) | 0.0271 |
| DHCA time | −0.143 | −0.108 | 0.190 | 0.144 |
| Shunt type (RVPA) | −0.00761 (0.898) | −0.700 | 0.0101 (1.198) | 0.933 |
| ACP+AAB | −1.679 (3.391) | 7.507 | 2.239 (4.522) | −10.01 |
| Survival | −2.052 (1.891) | −1.883 | 2.737 (2.521) | 2.510 |
| (constant) | 7.543 (6.921) | 55.72 | −10.06 (9.228) | −74.29 |
| N | 7644 | 7606 | 7644 | 7606 |
| R2 (overall) | 0.211 | 0.356 | 0.203 | 0.371 |
| R2 (between) | 0.161 | 0.459 | 0.0564 | 0.382 |
| R2 (within) | 0.320 | 0.221 | 0.397 | 0.326 |
| Rho | 0.593 | 0.430 | 0.593 | 0.430 |
Coefficients are expressed as point estimates and (standard error), with significance designated at p <0.05 (*), p <0.01 (**), and p <0.001 (***).
Non-linear effects were included for PaCO2, hour, and the interaction (#). Simplified coefficients combining non-linear and linear independent factors are presented for clarity (&) but the separate factors were used in regression models. The complete regression model parameters are shown in .
Figure 4The slope of change in regional oxygenation or arteriovenous difference vs. change in PaCO2 was computed at hourly intervals from multivariable models. Covariates were constrained to clinically realistic values near the observed means (SaO2 = 83%, MABP = 51 mmHg, Hb = 15 gm/dl, CVP = 10 mmHg, weight = 3.2 kg, age = 8 days, CPB time = 172 min, and DHCA time = 20 min). These hourly coefficients are displayed graphically, showing effects of PaCO2 that change with time but have persistently differential effects on cerebral and renal circulations, with average effects shown as shaded regions.
Figure 5The combined effects of postoperative time and PaCO2 on regional saturation and arteriovenous difference are displayed as 3-dimensional surfaces. The differential circulatory controls on cerebral and renal circulatory beds are characterized by distinct spatial regions with different shapes.