| Literature DB >> 33087853 |
Barbora Weinbergerova1, Tomas Kabut2, Iva Kocmanova3, Martina Lengerova2,4, Zdenek Pospisil5, Zdenek Kral2,4, Jiri Mayer2,4.
Abstract
Invasive fungal disease (IFD) early diagnosis improves hematological patient survival. Non-culture-based methods may reduce diagnostic time to identify IFD. As complex data on the value of 1,3-β-D-glucan (BDG) from bronchoalveolar lavage fluid (BALF) compared to serum for the most frequent invasive pulmonary aspergillosis (IPA) diagnosis are scarce, particularly including evaluation of potential factors adversely affecting BDG assay, we provided prospective single-center analysis evaluating 172 episodes of pulmonary infiltrates with BDG detection in BALF and serum samples collected in parallel among hematological patients from 2006 to 2015. Proven and probable IPA were documented in 13.4% of the episodes. Sensitivity (SEN), specificity (SPE), positive and negative predictive value (PPV; NPV), and diagnostic odds ratio (DOR) of the BDG assay using standard (80 pg/ml) cut-off for BALF were: 56.5%; 83.2%; 34.2%; 92.5%, and 6.5, respectively, and for serum were: 56.5%; 82.6%; 33.3%; 92.5%, and 6.2, respectively. The same BDG assay parameters employing a calculated optimal cut-off for BALF (39 pg/ml) were: 78.3%; 72.5%; 30.5%; 95.6%, and 9.5, respectively; and for serum (40 pg/ml) were: 73.9%; 69.1%; 27.0%; 94.5%, and 6.3, respectively. While identifying acceptable SEN, SPE, and DOR, yet low PPV of both BALF and serum BDG assay for IPA diagnosis, neither the combination of both materials nor the new optimal BDG cut-off led to significant test quality improvement. Absolute neutrophil count and aspirated BALF volume with a significant trend affected BDG assay performance. The BDG test did not outperform galactomannan assay.Entities:
Mesh:
Substances:
Year: 2020 PMID: 33087853 PMCID: PMC7578802 DOI: 10.1038/s41598-020-75132-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Baseline characteristics of episodes with BDG detected in BALF and serum.
| Total number of episodes | 172 |
|---|---|
| Total number of patients | 152 |
| Number of episodes per patient, median (range) | 1 (1–3) |
| Age (years), median (range) | 56 (18–78) |
| Sex, male, | 96 (55.8) |
| Proven IFD | 8 (4.7) |
| Probable IFD | 15 (8.7) |
| No IFD | 149 (86.6) |
| AML + MDS | 76 (44.2) |
| Induction/reinduction of AL | 47 (27.3) |
| Allogeneic SCT | 34 (19.8) |
| Antifungals at the time of sampling, | 145 (84.3) |
| Fluconazole | 54 (37.2) |
| Other (echinocandins, itraconazole, posaconazole, voriconazole, conventional and lipid-based amphotericin, and their combination) | 91 (62.8) |
| Duration of antifungal therapy prior to sampling, median of days (range) | 4 (0–540) |
| 55 (32.0) | |
| 11 (6.4) | |
| 0 (0) | |
| Bacteria isolated from BALF, | 25 (14.5) |
| Bacteremia at the time of sampling, | 6 (3.5) |
| Aspirated BALF volume, median of ml (range) | 80 (32–160) |
| Absolute neutrophil count × 109/l at baseline, median (range) | 0.4 (0.0–12.2) |
BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; IFD, invasive fungal disease; EORTC/MSG, European Organization for Research and Treatment of Cancer/Mycoses Study Group; AML, acute myeloid leukemia; MDS, myelodysplastic syndrom; AL, acute leukemia; SCT, stem cell transplantation; BALF; bronchoalveolar lavage fluid.
Figure 1Correlation between continuous parameters possibly influencing the BDG assay quality in IFD diagnosing. In this figure shows Spearman correlation matrix representing the relation of continuous parameters evaluated by the Spearman coefficient. The diagonal from the upper left corner to the lower right corner contains frequency histograms of each variable. In the histogram “IFD diagnosis”, the episode numbers are divided according to the probability of IFD: 0—no IFD; 2—probable IFD; 3—proven IFD. On the bottom of the diagonal, there are the bivariate scatter dot plots with fitted lines displayed of the variable pairs. On the top of the diagonal, the pairwise correlations of variables (Spearman rank correlation coefficients; S) are with the significance level represented by stars: *p < 0.05; **p < 0.01; ***p < 0.001. BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; IFD, invasive fungal disease; GM, galactomannan; BAL, bronchoalveolar lavage.
BDG performance assay for prediction of proven and probable IFD diagnosed according to EORTC/MSG criteria.
| Cut-off (pg/ml) | SEN | SPE | PPV | NPV | DOR | Accuracy |
|---|---|---|---|---|---|---|
| 80 | 0.565 | 0.832 | 0.342 | 0.925 | 6.5 | 0.797 |
| 39 | 0.783 | 0.725 | 0.305 | 0.956 | 9.5 | 0.733 |
| 80 | 0.565 | 0.826 | 0.333 | 0.925 | 6.2 | 0.791 |
| 40 | 0.739 | 0.691 | 0.270 | 0.945 | 6.3 | 0.698 |
| 80 | 0.652 | 0.732 | 0.273 | 0.932 | 5.1 | 0.721 |
| 39/40a | 0.870 | 0.567 | 0.235 | 0.966 | 7.9 | 0.607 |
BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; IFD, invasive fungal disease; EORTC/MSG, European Organization for Research and Treatment of Cancer/Mycoses Study Group; SEN, sensitivity; SPE, specificity; PPV, positive predictive value; NPV, negative predictive value; DOR, diagnostic odds ratio.
a39 pg/ml cut-off for BALF and 40 pg/ml cut-off for serum.
Figure 2Correlation between categorical parameters evaluated by using the Pearson’s Chi-squared tests (upper right) and Kendall’s tau tests (lower left). In this figure represents the relation between categorical parameters. The diagonal from the upper left corner to the lower right corner contains frequency histograms of each variable. In the histogram “IFD diagnosis”, episode numbers are divided according to the probability of IFD: 0—no IFD; 2—probable IFD; 3—proven IFD. Concerning “Antifungals”: 0—no antifungals prior to sampling; 1—any antifungals prior to sampling; “Antifungals (type)”: 0—no antifungals; 1—fluconazole; 2—antifungals with broader spectrum; other histograms: 0—absent; 1—present. The Pearson’s Chi-squared tests (on the right top of the diagonal) measure the strength of a linear association between categorical variables presented by Pearson correlation coefficient (ρ) valued between + 1 and − 1, where 1 is a total positive linear correlation, 0 is no linear correlation, and − 1 is total negative linear correlation. The Kendall’s tau tests (on the bottom left of the diagonal) represent the ordinal dependence between two measured quantities based on the τ coefficient. Each significance level is represented by stars: *p < 0.05; **p < 0.01; ***p < 0.001. BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; IFD, invasive fungal disease; GM, galactomannan; BAL, bronchoalveolar lavage.
Multidimensional logistic regression model evaluating BDG test quality and other possible influencing parameters in prediction of proven and probable IFD—galactomannan test excluded.
| Estimate | Std. error | e | ||
|---|---|---|---|---|
| Antifungals administration | − 2.300 | 1.845 | 0.2125 | 0.10026 |
| BALF BDG | 0.0179 | 0.005820 | 1.0181 | |
| Serum BDG | 0.002836 | 0.001454 | 0.0511 | 1.0028 |
| Bacteria in BALF | − 0.4843 | 0.7061 | 0.4928 | 0.61613 |
| Bacteremia | − 15.67 | 1125 | 0.9889 | 1.57 × 10–7 |
| Absolute neutrophil count | − 0.2840 | 0.1721 | 0.0990 | 0.75277 |
| Aspirated BALF volume | − 0.01266 | 0.01222 | 0.3002 | 0.98742 |
| Interaction BALF BDG and BALF volume | − 0.0001286 | 0.00007475 | 0.0854 | 0.99987 |
BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; IFD, invasive fungal disease; βi, regression coefficient; std. error, standard error; eβ, the chance that the episode will be closed as proven or probable IFD.
AIC = 150.66; χ2 = 31.38; R2 ≈ 0.19.
Bold value indicates statistical significance (p < 0.05).
Multidimensional logistic regression model evaluating BDG test quality and other possible influencing parameters in prediction of proven and probable IFD—galactomannan test included.
| Estimate | Std. error | e | ||
|---|---|---|---|---|
| BALF BDG | 0.02207 | 0.01210 | 0.068 | 1.02232 |
| Serum BDG | 0.003608 | 0.001535 | 1.00361 | |
| BALF GM | 2.965 | 1.056 | 19.39470 | |
| Serum GM | 5.315 | 2.464 | 203.36451 | |
| Absolute neutrophil count | − 0.2269 | 0.1725 | 0.188 | 0.797 |
| Aspirated BALF volume | − 0.009625 | 0.01526 | 0.528 | 0.99042 |
| Interaction BALF BDG and BALF volume | − 0.0003074 | 0.0001689 | 0.069 | 0.99969 |
BDG, 1,3-β-d-glucan; BALF, bronchoalveolar lavage fluid; GM, galactomannan; IFD, invasive fungal disease; βi, regression coefficient; std. error, standard error; eβi, the chance that the episode will be closed as proven or probable IFD.
AIC = 113.84; χ2 = 63.533; R2 ≈ 0.40.
Bold values indicate statistical significance (p < 0.05).