| Literature DB >> 33469905 |
Florian Härtig1,2, Ingvild Birschmann3, Andreas Peter4,5,6, Matthias Ebner1,2,7, Charlotte Spencer1,2, Michael Gramlich8, Hardy Richter1,2, Joachim Kuhn3, Rainer Lehmann4,5,6, Gunnar Blumenstock9, Christine S Zuern8,10, Ulf Ziemann1,2, Sven Poli1,2.
Abstract
BACKGROUND ANDEntities:
Mesh:
Substances:
Year: 2021 PMID: 33469905 PMCID: PMC8180376 DOI: 10.1055/s-0040-1721775
Source DB: PubMed Journal: Thromb Haemost ISSN: 0340-6245 Impact factor: 5.249
Patient baseline characteristics ( N = 40)
| Age | 67 ± 14 y |
| Female sex | 19 (47.5%) |
| Dabigatran dose | 150 mg BD: 26 (65%) |
| Body weight | 78 ± 16.5 kg |
| Body mass index | 27 ± 4.3 kg/m 2 |
| Risk factors | |
| Arterial hypertension | 27 (68%) |
| Hyperlipidemia | 20 (50%) |
| Diabetes mellitus | 10 (25%) |
| History of stroke | 26 (65%) |
| Congestive heart failure | 8 (20%) |
| Coronary heart disease or history of myocardial infarction | 4 (10%) |
| Smoking | 2 (5%) |
| Alcohol abuse | 2 (5%) |
| Indication for dabigatran therapy | |
| Atrial fibrillation | 19 (48%) |
| AF ablation | 6 (15%) |
| Stroke associated with patent foramen ovale | 13 (33%) |
| Repeated embolic stroke of undetermined source | 1 (3%) |
| Deep vein thrombosis | 1 (3%) |
| Concomitant antiplatelet therapy | |
| Acetylsalicylic acid | 22 (55%) |
| Clopidogrel | 1 (3%) |
Abbreviations: AF, atrial fibrillation; BD, twice a day.
Note: Continuous variables are displayed as mean ± standard deviation. Nominal variables are displayed as absolute quantity (percentage).
Fig. 1Diagnostic accuracy of point-of-care ecarin clotting time (POC-ECT), laboratory-based ECT, and laboratory-based Biophen Direct Thrombin Inhibitor (BDTI) assay. Scatter plots illustrate the correlation between dabigatran plasma concentrations determined by ultra-performance liquid chromatography/tandem mass spectrometry and ( A ) POC-ECT with whole blood (WB), ( B ) citrated blood (CB), ( C ) citrated plasma (CP) as well as ( D ) calibrated laboratory-based (lab.) ECT, and ( E ) calibrated laboratory-based (lab) BDTI. Green shaded bars indicate the treatment-relevant dabigatran plasma concentration thresholds of 30 ( darker ) and 50 ng/mL ( lighter ). Horizontal gray lines indicate suggested optimal cut-offs providing >95% sensitivity for detection of samples containing >30 ( solid ) and >50 ng/mL ( dashed ) of dabigatran. Diagonal black lines indicate regression lines with their respective equations and the squared Pearson's correlation coefficient ( R ) to be found in the upper left corner of the diagrams.
Sensitivity and specificity regarding detection of dabigatran concentrations >30 and >50 ng/mL
| Test | Threshold (ng/mL) | (Ideal) cut-off | Sensitivity (%) | Specificity (%) | LR | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|---|
| POC-ECT WB | >30 |
| 95.1 [89.8–97.8] | 81.4 [72.0–88.3] | 5.13 [3.37–7.89] | 88.3 [81.9–92.7] | 91.9 [83.4–96.4] |
| >50 |
| 95.8 [89.1–98.7] | 73.6 [65.5–80.4] | 3.63 [2.76–4.79] | 70.8 [62.0–78.2] | 96.4 [90.4–98.8] | |
| POC-ECT CB | >30 |
| 97.2 [92.5–99.1] | 86.6 [77.8–92.4] | 7.25 [4.37–12.04] | 91.4 [85.5–95.2] | 95.5 [88.1–98.5] |
| >50 |
| 97.9 [92.0–99.6] | 60.4 [51.9–68.4] | 2.47 [2.02–3.03] | 62.3 [54.0–69.9] | 97.8 [91.4–99.6] | |
| POC-ECT CP | >30 |
| 96.5 [91.6–98.7] | 93.8 [86.5–97.5] | 15.60 [7.18–33.89] | 95.8 [90.8–98.3] | 94.8 [87.7–98.1] |
| >50 |
| 96.9 [90.5–99.2] | 91.0 [84.8–94.9] | 10.73 [6.38–18.04] | 87.7 [79.6–93.0] | 97.8 [93.1–99.4] | |
| Calibrated POC-ECT | >30 |
| 96.5 [91.6–98.7] | 93.8 [86.5–97.5] | 15.60 [7.18–33.89] | 95.8 [90.8–98.3] | 94.8 [87.7–98.1] |
|
30 ng/mL
| 92.3 [86.3–95.9] | 95.9 [89.2–98.7] | 22.38 [8.56–58.50] | 97.1 [92.2–99.1] | 89.4 [81.5–94.3] | ||
| >50 |
| 95.8 [89.1–98.7] | 90.1 [84.8–94.9] | 10.62 [6.31–17.86] | 87.6 [79.4–93.0] | 97.0 [92.1–99.0] | |
| Calibrated lab. ECT | >30 |
| 95.1 [89.8–97.8] | 96.9 [90.6–99.2] | 30.75 [10.09–93.74] | 97.8 [93.3–99.4] | 93.1 [85.8–96.9] |
|
30 ng/mL
| 94.4 [88.9–97.3] | 96.9 [90.6–99.2] | 30.52 [10.01–93.05] | 97.8 [93.3–99.4] | 92.2 [84.7–96.3] | ||
| >50 |
| 96.9 [90.5–99.2] | 70.1 [61.9–77.3] | 3.24 [2.52–4.18] | 68.4 [59.8–75.9] | 97.1 [91.2–99.3] | |
| Calibrated lab. BDTI | >30 |
| 95.1 [89.8–97.8] | 82.5 [73.1–89.2] | 5.43 [3.52–8.37] | 88.9 [82.5–93.2] | 92.0 [83.6–96.4] |
|
30 ng/mL
| 74.1 [66.0–80.9] | 100 [95.3–100] | – | 100 [95.6–100] | 72.4 [63.9–79.6] | ||
| >50 |
| 96.9 [90.5–99.2] | 75.7 [67.7–82.3] | 3.99 [2.98–5.33] | 72.7 [63.9–80.0] | 97.3 [91.8–99.3] | |
|
50 ng/mL
| 69.8 [59.4–78.5] | 97.2 [92.6–99.1] | 25.13 [9.48–66.62] | 94.4 [85.5–98.2] | 82.8 [76.1–88.0] |
Abbreviations: BDTI, Biophen Direct Thrombin Inhibitor assay; CB, citrated blood; CP, citrated plasma; ECT, ecarin clotting time; lab., laboratory-based; LR, likelihood ratio; NPV, negative predictive value; POC-ECT, point-of-care ecarin clotting time; PPV, positive predictive value; WB, whole blood.
Note: The ideal cut-off point ( in bold letters ) was defined for each coagulation assay as the lowest test result yielding a target sensitivity of at least 95% regarding detection of dabigatran concentrations >30 and >50 ng/mL.
For calibrated assays, all values were calculated for test results of “30 ng/mL” and “50 ng/mL” in addition to the ideal cut-off. Sensitivity, specificity, PPV, and NPV are displayed in % with 95% confidence intervals in square brackets. LR is displayed with 95% confidence intervals in square brackets.
Comparison of areas under the ROC curves for detection of dabigatran plasma levels >30 and >50 ng/mL
| Method | Threshold (ng/mL) | AUROC |
Two-tailed
|
|---|---|---|---|
| Lab. ECT | >30 | 0.99 [0.99–1.00] | Reference |
| >50 | 0.99 [0.99–1.00] | Reference | |
| Lab. BDTI | >30 | 0.96 [0.94–0.98] |
0.011
|
| >50 | 0.97 [0.95–0.99] | 0.052 | |
| POC-ECT with WB | >30 | 0.97 [0.95–0.99] |
0.028
|
| >50 | 0.95 [0.92–0.98] |
0.011
| |
| POC-ECT with CB | >30 | 0.98 [0.97–1.00] | 0.215 |
| >50 | 0.97 [0.95–0.99] | 0.058 | |
| POC-ECT with CP | >30 | 0.99 [0.98–1.00] | 0.700 |
| >50 | 0.98 [0.97–1.00] | 0.351 |
Abbreviations: AUROC, area under the receiver operating curve; BDTI, Biophen Direct Thrombin Inhibitor assay; CB, citrated blood; CP, citrated plasma; ECT, ecarin clotting time; POC-ECT, point-of-care ecarin clotting time; ROC, receiver operating curve; WB, whole blood.
Note: This table lists the AUROCs found in Supplementary Fig. S1 (available in the online version). We compared AUROCs of all test modalities, using calibrated laboratory-based ECT (lab. ECT), which was performed in batch under controlled conditions, as the reference. At the 30 ng/mL threshold, we determined the AUROC of POC-ECT with WB and that of the calibrated laboratory-based BDTI (lab. BDTI) to be significantly smaller while AUROC of POC-ECT with CB as well as CP did not differ significantly from the reference. For the 50 ng/mL threshold, only POC-ECT with WB performed significantly worse than lab. ECT. AUROC is displayed with 95% confidence intervals in square brackets.
Statistically significant.
Fig. 2Comparison of agreement with ultra-performance liquid chromatography/tandem mass spectrometry (UPLC-MS/MS) between calibrated point-of-care ecarin clotting time (POC-ECT) and two calibrated laboratory-based anti-IIa assays. Bland–Altman plots are used to display the agreement level between UPLC-MS/MS and calibrated POC-ECT: ( A ) all data and ( B ) 0–100 ng/mL; calibrated laboratory-based (lab.) ECT: ( C ) all data and ( D ) 0–100 ng/mL; as well as calibrated laboratory-based (lab.) Biophen Direct Thrombin Inhibitor (BDTI) assay: ( E ) all data and ( F ) 0–100 ng/mL; all measurements were performed using citrated plasma. Gray horizontal lines indicate a distance of 1.96 standard deviations ( short-dashed ) from the mean ( long-dashed ). Green shaded bars indicate the dabigatran plasma concentration treatment-relevant thresholds of 30 and 50 ng/mL. Diagonal red lines indicate regression curves with their respective equations and the squared Pearson's correlation coefficient ( R ) to be found in the upper left corner of the diagrams.