| Literature DB >> 30978246 |
Magnus Ekström1,2, Anna Engblom2, Adam Ilic2, Nicholas Holthius3, Peter Nordström2, Ivar Vaara3.
Abstract
BACKGROUND: Arterial blood gases (ABG) are essential for assessment of patients with severe illness, but sampling is difficult in some settings and more painful than for peripheral venous blood gas (VBG). Venous to Arterial Conversion (v-TAC; OBIMedical ApS, Denmark) is a method to calculate ABG values from a VBG and pulse oximetry (SpO2). The aim was to validate v-TAC against ABG for measuring pH, carbon dioxide (pCO2) and oxygenation (pO2).Entities:
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Year: 2019 PMID: 30978246 PMCID: PMC6461265 DOI: 10.1371/journal.pone.0215413
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patient baseline characteristics.
| Factor | Value |
|---|---|
| N | 46 |
| Age, mean (SD) | 73.7 (12.7) |
| Males | 28 (61%) |
| Primary cause of admission | |
| COPD exacerbation | 13 (28%) |
| Heart disease | 10 (22%) |
| Bacterial infection | 8 (17%) |
| Cancer | 2 (4%) |
| Hypoventilation | 1 (2%) |
| Pulmonary fibrosis | 1 (2%) |
| Pulmonary embolism | 2 (4%) |
| Other | 9 (20%) |
| Comorbidities | |
| Heart_disease | 24 (52%) |
| COPD exacerbation | 19 (41%) |
| Bacterial infection | 10 (22%) |
| Cancer | 10 (22%) |
| Hypoventilation | 4 (9%) |
| Pulmonary fibrosis | 2 (4%) |
| Pulmonary embolism | 2 (4%) |
| FEV1, mean (SD) | 1.13 (0.41) |
| FVC, mean (SD) | 1.94 (0.60) |
| FEV1/FVC, mean (SD) | 0.60 (0.18) |
| Number of samples per person | |
| 1 | 26 (57%) |
| 2 | 12 (26%) |
| 3 | 4 (9%) |
| 5 | 1 (2%) |
| 6 | 3 (7%) |
| Minutes between arterial and venous sample, median (IQR) | 3 (2–5) |
| Minutes between venous sample and analysis, median (IQR) | 9 (7–11) |
Data are presented as mean (standard deviation) or frequency (percent) unless otherwise stated.
Abbreviations: FEV1 = forced expired volume in one second; FVC = forced vital capacity; SD = standard deviation.
Fig 1Bland Altman plots of agreement.
Mean difference (solid line) with 95% limits of agreement (dashed lines), adjusted for repeated assessments (87 measurements in 46 patients). Agreement is shown for v-TAC vs. ABG regarding a) pH; b) pCO2; c) pO2.
Comparison of pH, pCO2 and pO2 of v-TAC and venous blood gas compared with arterial blood gas.
| Factor | All samples | Samples with SpO2≤90% | Samples with SpO2>90% | P-value between SpO2 groups |
|---|---|---|---|---|
| Minutes between ABG and VBG, median (IQR) | 3 (2, 5) | 3 (2, 4) | 3 (2, 5) | 0.27 |
| N samples | 87 | 34 | 53 | |
| ABG, mean (SD) | 7.43 (0.05) | 7.42 (0.05) | 7.43 (0.05) | 0.65 |
| v-TAC, mean (SD) | 7.43 (0.05) | 7.42 (0.05) | 7.43 (0.05) | 0.31 |
| Difference ABG–v-TAC, mean (SD) | -0.001 (0.010) | -0.004 (0.009) | -0.0001 (0.011) | 0.50 |
| 95% limits of agreement | -0.017 to 0.016 | -0.015 to 0.014 | -0.015 to 0.013 | |
| VBG, mean (SD) | 7.41 (0.05) | 7.41 (0.06) | 7.41 (0.05) | 0.97 |
| Difference ABG-VBG, mean (SD) | 0.021 (0.023) | 0.016 (0.023) | 0.025 (0.023) | 0.087 |
| 95% limits of agreement | -0.018 to 0.060 | -0.012 to 0.043 | -0.010 to 0.059 | |
| N samples | 87 | 34 | 53 | |
| ABG, mean (SD) | 6.08 (1.45) | 6.76 (1.41) | 5.64 (1.30) | 0.130 |
| v-TAC, mean (SD) | 6.21 (1.42) | 6.89 (1.39) | 5.78 (1.27) | 0.043 |
| Difference ABG–v-TAC, mean (SD) | -0.14 (0.21) | -0.13 (0.20) | -0.14 (0.21) | 0.97 |
| 95% limits of agreement | -0.46 to 0.19 | -0.44 to 0.18 | -0.41 to 0.13 | |
| VBG, mean (SD) | 6.78 (1.58) | 7.34 (1.56) | 6.42 (1.49) | 0.39 |
| Difference ABG–VBG, mean (SD) | -0.70 (0.60) | -0.58 (0.62) | -0.79 (0.58) | 0.158 |
| 95% limits of agreement | -1.66 to 0.25 | -1.32 to 0.16 | -1.61 to -0.04 | |
| N samples | 70 | 34 | 36 | |
| ABG, mean (SD) | 7.84 (1.11) | 7.06 (0.73) | 8.93 (1.03) | <0.001 |
| v-TAC, mean (SD) | 8.12 (0.96) | 7.37 (0.63) | 8.83 (0.63) | <0.001 |
| Difference ABG–v-TAC, mean (SD) | -0.28 (0.65) | -0.31 (0.56) | -0.25 (0.74) | 0.96 |
| 95% limits of agreement | -1.31 to 0.76 | -1.19 to 0.57 | -1.11 to 0.62 | |
| VBG, mean (SD) | 5.61 (1.52) | 5.60 (1.29) | 5.61 (1.66) | 0.92 |
| Difference ABG–VBG, mean (SD) | 2.59 (1.89) | 1.46 (1.41) | -3.32 (1.81) | <0.001 |
| 95% limits of agreement | -0.35 to 5.54 | -0.022 to 3.15 | 0.69 to 5.94 |
The 95% limits of agreement are adjusted for repeated measurements in the same patient.[18] The number of sample sets is lower for pO2 as v-TAC does not report values > 10 kPa.
* Means are compared between samples with SpO2 ≤ 90% and SpO2 > 90% using random effects regression which accounts for repeated measurements.
Abbreviations: ABG = arterial blood gas; IQR = interquartile range; pCO2 = partial pressure of carbon dioxide in blood; pO2 = partial pressure of oxygen in blood; SD = standard deviation; VBG = venous blood gas; SpO2 = oxygen saturation from pulse oximetry; v-TAC = calculated arterial blood gas values from VBG and pulse oximetry.
Sensitivity, specificity and predictive values of v-TAC, VBG and SpO2 for hypercapnia and hypoxemia compared with ABG.
| ABG | v-TAC | VBG | SpO2 ≤ 90% | SpO2 ≤ 88% | |
|---|---|---|---|---|---|
| Sensitivity | 100.0 (91.0–100.0) | 100.0 (91.0–100.0) | |||
| Specificity | 93.8 (82.8–98.7) | 68.8 (53.7–81.3) | |||
| Accuracy (AUC) | 97 (93–100) | 84 (78–91) | |||
| PPV | 92.9 (80.5–98.5) | 72.2 (58.4–83.5) | |||
| NPV | 100.0 (92.1–100.0) | 100.0 (89.4–100.0) | |||
| Sensitivity | 60.5 (44.4–75.0) | 97.7 (87.7–99.9) | 72.1 (56.3–84.7) | 41.9 (27.0–57.9) | |
| Specificity | 93.2 (81.3–98.6) | 11.4 (3.8–24.6) | 93.2 (81.3–98.6) | 97.7 (88.0–99.9) | |
| Accuracy (AUC) | 77 (69–85) | 55 (49–60) | 83 (75–90) | 70 (62–78) | |
| PPV | 89.7 (72.6–97.8) | 51.9 (40.5–63.1) | 91.2 (76.3–98.1) | 94.7 (74.0–99.9) | |
| NPV | 70.7 (57.3–81.9) | 83.3 (35.9–99.6) | 77.4 (63.8–87.7) | 63.2 (50.7–74.6) | |
| Sensitivity | 64.0 (42.5–82.0) | 100.0 (86.3–100.0) | 92.0 (74.0–99.0) | 68.0 (46.5–85.1) | |
| Specificity | 100.0 (94.2–100.0) | 16.1 (8.0–27.7) | 82.3 (70.5–90.8) | 96.8 (88.8–99.6) | |
| Accuracy (AUC) | 82 (72–92) | 58 (53–63) | 87 (80–94) | 82 (73–92) | |
| PPV | 100.0 (79.4–100.0) | 32.5 (22.2–44.1) | 67.6 (49.5–82.6) | 89.5 (66.9–98.7) | |
| NPV | 87.3 (77.3–94.0) | 100.0 (69.2–100.0) | 96.2 (87.0–99.5) | 88.2 (78.1–94.8) |
Data presented as percent (95% confidence interval). Values for acidosis could not be calculated due to few cases (stable patients).
Abbreviatons: AUC = area under the curve of receiver operating analysis; NPV = negative predictive value (% of negatives that are true negatives); PPV = positive predictive value (% of positives that are true positives); for others see Table 2.