Available online at www.sciencedirect.com Diagnostic Microbiology and Infectious Disease 68 (2010) 132 – 139 www.elsevier.com/locate/diagmicrobio Mycology Clinical utility and prognostic value of bronchoalveolar lavage galactomannan in patients with hematologic malignancies☆ Me-Linh Luonga,b , Charles Filionb , Annie-Claude Labbéb , Jean Royc , Jacques Pépind , Julia Cadrin-Tourignyb , Stéphane Carignane , Donald C. Shepparda , Michel Laverdièreb,⁎ a Department of Microbiology, McGill University Health Center, Montreal, Quebec H3A 2B4, Canada Department of Microbiology, Hôpital Maisonneuve-Rosemont, Université de Montréal, Montreal, Quebec H1T 2M4, Canada c Division of Hemato-Oncology, Department of Medicine, Hôpital Maisonneuve-Rosemont, Université de Montréal, Montreal, Quebec H1T 2M4, Canada d Department of Microbiology and Infectious Diseases, Université de Sherbrooke, Sherbrooke, Quebec J1H 5N4, Canada e Department of Radiology, Hôpital Maisonneuve-Rosemont, Université de Montréal, Montreal, Quebec H1T 2M4, Canada Received 10 February 2010; accepted 24 March 2010 b Abstract We conducted a single-center retrospective cohort study to determine the performance characteristics of the galactomannan (GM) assay in bronchoalveolar lavage (BAL) in patients with hematologic malignancies. Patients were classified as proven, probable, possible, or no invasive pulmonary aspergillosis (IPA), according to international guidelines. A total of 173 BAL samples from 145 patients were included. There were 5 proven, 7 probable, and 35 possible cases of IPA. Using a GM index cutoff of ≥0.5, the sensitivity, specificity, and positive and negative predictive values (PPV and NPV, respectively) of the BAL GM assay were 100%, 78%, 26%, and 100%, respectively. Using a GM index cutoff of ≥2.0, the sensitivity and NPV remained 100%, but specificity and PPV increased to 93% and 50%, respectively. The BAL GM assay is a highly sensitive screening test for IPA in patients with hematologic malignancies. Increasing the cutoff value to 2.0 would improve the performance of this assay. © 2010 Elsevier Inc. All rights reserved. Keywords: Aspergillosis; Galactomannan; Bronchoalveolar lavage; Hematologic malignancies 1. Introduction Invasive pulmonary aspergillosis (IPA) is an important cause of morbidity and mortality in patients with hematologic malignancies and in hematopoietic stem cell transplant (HSCT) recipients (Fukuda et al., 2003; Garcia-Vidal et al., 2008; Labbe et al., 2007; Marr et al., 2002). The high mortality rate stems in part from the inability to make an early and reliable diagnosis (Denning et al., 1997; Levy et al., 1992). Recently, galactomannan (GM) aspergillus antigen detection in the serum has been introduced as an adjunctive diagnostic test to assist diagnosis of IPA in HSCT ☆ Presentation preliminary findings of this study were presented at the 19th European Conference of Clinical Microbiology and Infectious Diseases, Helsinki, Finland, May 2009, and at the 26th International Congress of Chemotherapy, Toronto, Canada, June 2009. ⁎ Corresponding author. Tel.: +1-514-252-3817; fax: +1-514-252-3898. E-mail address: [email protected] (M. Laverdière). 0732-8893/$ – see front matter © 2010 Elsevier Inc. All rights reserved. doi:10.1016/j.diagmicrobio.2010.03.017 recipients. The sensitivity of GM antigen detection in serum remains limited, ranging between 61% and 89% (Leeflang et al., 2008; Pfeiffer et al., 2006). In an attempt to improve sensitivity of diagnostic tests for IPA, several authors have investigated the utility of GM antigen detection in bronchoalveolar lavage (BAL) specimens (Becker et al., 2003; Clancy et al., 2007; Husain et al., 2007; Klont et al., 2004; Maertens et al., 2009; Meersseman et al., 2008; Musher et al., 2004; Nguyen et al., 2007; Penack et al., 2008; Sanguinetti et al., 2003; Siemann and KochDorfler, 2001; Verweij et al., 1995). These results have been promising, with sensitivities ranging from 60% to 100% (Clancy et al., 2007; Husain et al., 2007). Consequently, the detection of GM in BAL has been recently added to the revised definitions of invasive fungal diseases in a consensus statement by the European Organization for Research and Treatment of Cancer and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/ MSG) (De Pauw et al., 2008). However, no cutoff value for M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 positivity has been provided, and the existing data on the performance characteristics of this test remains limited. In particular, data pertaining to the high-risk hematology population are limited (Becker et al., 2003; Maertens et al., 2009; Musher et al., 2004; Penack et al., 2008; Salonen et al., 2000; Sanguinetti et al., 2003; Verweij et al., 1995). The reported performance of the BAL GM in this population has been inconsistent, with sensitivity varying from 76% to 100%. This variability may be related to a number of factors including patient characteristics (Herbrecht et al., 2002), differences in cutoff values (Herbrecht et al., 2002), antigen deterioration from prolonged storage (Musher et al., 2004), antifungal therapy (Becker et al., 2003), and most importantly, use of heterogeneous definitions of IPA resulting in misclassification (Becker et al., 2003; Musher et al., 2004; Verweij et al., 1995). The primary objective of this study was therefore to assess the performance characteristics of the GM assay in BAL specimens for diagnosing IPA in a large cohort of patients with hematologic malignancies. In addition, we examined the performance of this test using different cutoff values for positivity. Finally, we evaluated the prognostic value of a positive BAL GM in this high-risk population. 2. Materials and methods 2.1. Study population We conducted a retrospective cohort study among patients with hematologic malignancies treated at Hôpital Maisonneuve-Rosemont, Montreal, Quebec, Canada, a 725bed tertiary care university center accredited by the Foundation for Accreditation of Cellular Therapy in Montreal, Canada. Between March 2005 and April 2008, all adult patients with hematologic malignancies or HSCT presenting respiratory symptoms or radiology abnormalities and neutropenia ≤0.5 × 109/L, requiring endotracheal intubation, triple immunosuppression for treatment of graft-versus-host disease, or community-acquired pneumonia not responding to appropriate oral antibiotics were evaluated with BAL. All HSCT recipients and patients with hematologic malignancies were followed by the same team of physicians during their entire treatment. Patients without a thoracic computed tomography (CT) scan performed within 30 days of BAL were excluded as this is required for EORTC/MSG clinical criteria. For patients with multiple positive GM BAL, only the first positive BAL was considered for analysis to avoid inclusion of subsequent GM BAL results from an already diagnosed IPA. Subsequent positive BAL GM were excluded from analysis to prevent repeated inclusion of the same case of IPA. The study was approved by our institutional ethics committee. 2.2. Bronchoscopy Bronchoscopy was performed using flexible fiberoptic bronchoscope following mild sedation and local anesthesia 133 with xylocaine 2%. Sterile isotonic saline was instilled in two to four 50-mL aliquots up to a volume of 200 mL, with immediate aspiration after each aliquot, and was immediately sent to the pathology and microbiology laboratories. BAL samples were analyzed for cytology (including Pneumocystis jiroveci), Gram, calcofluor white fungal, and auramine mycobacterial stains and cultured for aerobic bacteria (including Legionella), fungi, viruses, and mycobacteria. 2.3. Platelia GM enzyme immunoassy assay The GM assay was performed on uncentrifuged BAL specimens according to the manufacturer's recommendations for testing on serum (Bio-Rad, Edmonds, WA). The assay was run twice weekly in the routine microbiology laboratory. Samples were stored at 2 to 8 °C according to recommendations for serum samples. For the initial analysis, an index cutoff value of 0.5 was chosen as the threshold for positivity, as suggested by the manufacturer for sera. All results with an index ≥0.5 were repeated on the same specimen before being considered as positive. Results were reported to the attending physician. The assay was also used on sera as requested by the attending physician. As serum GM was not systematically obtained on all patients, its result was considered in this study only when performed within 7 days from the BAL. 2.4. Case definitions Retrospective chart review was performed for collection of clinical information, laboratory results, and radiologic reports. Antibiotic and antifungal use was recorded if administered within 2 days prior to BAL. Each patient was classified as having proven, probable, possible, or no IPA using the revised definitions of invasive fungal disease from the EORTC/MSG Consensus Group (De Pauw et al., 2008). In brief, proven IPA required histopathologic demonstration of fungal elements in involved tissues or positive culture from a normally sterile body site. Probable IPA required the presence of at least 1 host factor (neutrophils b0.5 × 109/L for more than 10 days, allogeneic HSCT, prolonged use of corticosteroids at a minimum dose of 0.3 mg/kg a day of prednisone equivalent for N3 weeks, treatment with immunosuppressive medication such as cyclosporine, specific monoclonal antibodies, or nucleoside analogue within the last 90 days), clinical features (dense, well, circumscribed lesion with or without halo sign, air crescent sign or cavity on thoracic CT scan), and mycological evidence of infection (positive fungal culture from sputum or BAL, GM antigen detection in serum). Cases that met both host factor and clinical criteria, but for which mycological criteria were absent, were classified as possible IPA. All other patients were considered not to have IPA. Although the BAL GM is included in the mycological criteria for probable IPA, it was not considered as a criterion to classify cases in order to avoid an incorporation bias. All cases with alternative diagnoses were classified as without IPA. For performance 134 M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 Table 1 Patient characteristics for each 173 BAL specimens (145 patients), according to BAL GM assay result (index cutoff ≥0.5) Total n (%) GM + n (%) GM − n (%) Mean age (years) 55 Male sex 113 (65) HSCT recipients 122 (71) Allogeneic 88 (51) Autologous 34 (20) Hematologic malignancies 51 (29) Acute myelogenous leukemia 20 (12) Acute lymphoblastic leukemia 9 (5) Non-Hodgkin's lymphoma 9 (5) 13 (8) Othersa 38 (22) Neutropenia ≥10 daysb Graft-versus-host disease 54 (31) (acute or chronic) Steroid use in past 2 monthsc 85 (49) T-cell immunosuppressives 77 (45) β-Lactam antibioticsd 108 (62) Piperacillin–tazobactamd 26 (15) Mold-active antifungal therapye 65 (38) 54 30 (64) 38 (81) 31 (66) 7 (15) 9 (19) 6 (13) 2 (4) 1 (2) 0 (0) 14 (30) 22 (47) 55 83 (66) 84 (66) 57 (45) 27 (21) 42 (33) 14 (11) 7 (6) 8 (6) 13 (10) 24 (19) 32 (25) 27 (57) 28 (60) 35 (75) 9 (19) 24 (51) 58 (46) 49 (39) 73 (58) 17 (13) 41 (32) All data are no. (%) of patients unless otherwise indicated. a Multiple myeloma, aplastic anemia, Hodgkin's lymphoma, and chronic lymphocytic leukemia. b Neutrophils count b0.5 × 109 neutrophils/L. c Prednisone, 0.3 mg/kg a day, equivalent for N3 weeks. d Antibiotics received within 2 days prior to bronchoscopy. e Voriconazole, itraconazole, caspofungin, amphotericin B, and liposomal amphotericin B, within 2 days prior to bronchoscopy. analysis, proven and probable IPA were grouped together as IPA. 2.5. Statistical analysis Data were analyzed with Stata 10.0 (Stata, College Station, TX). Proportions were compared with the χ2 test or Fisher's exact test when numbers were small. Sensitivity, specificity, and positive and negative predictive values (PPV and NPV, respectively) were calculated on a per-episode basis for BAL. Receiver operating characteristic (ROC) analysis was performed to illustrate the association between BAL GM index result and IPA (proven or probable). To assess the prognostic value of BAL GM on all-cause mortality within 60 days of BAL, we used Cox regression to calculate crude and adjusted hazard ratios along with their 95% confidence intervals (CIs). 3. Results During the study period, 216 BAL samples from 156 patients were tested for GM. Forty-three BAL samples were excluded from our analysis due to absence of a thoracic CT scan performed within 30 days of BAL (n = 10) or because of a prior positive BAL GM result (n = 33). In total, 173 BAL samples from 145 patients were included in our cohort. Paired serum GM samples were available in 124 patients. Study population characteristics are shown in Table 1. Characteristics found more frequently in patients with a positive BAL GM include presence of graft-versus-host disease (47% versus 25%, P = 0.007), T-cell immunosuppressive therapy (60% versus 39%, P = 0.01), β-lactam antibiotic use (74% versus 58%, P = 0.04), and mold-active antifungal therapy within 2 days prior to bronchoscopy (50% versus 32%, P = 0.02). Overall, we identified 5 cases of proven IPA and 7 cases of probable IPA (total of 12 cases of IPA); 36 BAL samples were obtained from 28 patients with possible IPA and 125 from 105 patients with no IPA (total of 161 BAL samples from 133 patients without IPA). Despite fulfilling host factors clinical and microbiologic criteria, 1 patient was classified as without IPA, given the presence of an alternative diagnosis (nocardiosis). Four patients presenting host factors and a positive aspergillus culture (without meeting the clinical criteria on CT scan) were classified as without IPA. Using a GM index cutoff value of ≥0.5, we obtained 47 positive and 126 negative BAL GM samples, yielding a sensitivity and specificity of 100% and 78%, respectively, and a PPV and NPV of, 26% and 100% (Table 2). In contrast, microscopy and culture had a sensitivity of 58% and 75%, respectively (Table 2). All 12 patients with probable or proven IPA had a paired serum GM samples; Table 2 Performance characteristics for diagnosis of proven or probable IPA by the revised EORTC/MSG definitions (n = 173) Test (no. of positive samples) (%) Sensitivity (95% CI) (%) Specificity (95% CI) (%) PPV (95% CI) (%) NPV (95% CI) (%) BAL GM index cutoff ≥0.5 (47, 27%) ≥1.0 (38, 22%) ≥1.5 (29, 17%) ≥2.0 (24, 14%) ≥2.5 (23, 13%) ≥3.0 (21, 12%) ≥3.5 (17, 10%) BAL microscopy (11, 6%) BAL culture (19, 11%) Serum GM ≥0.5 (10, 8%)a 100 (73.5–100) 100 (73.5–100) 100 (73.5–100) 100 (73.5–100) 100 (73.5–100) 100 (73.5–100) 83 (51.6–97.9) 58 (27.7–84.8) 75 (42.8–94.5) 58 (27.7–84.8) 78 (71.1–84.4) 84 (77.9–89.7) 89 (82.9–93.2) 93 (88.1–96.5) 94 (88.9–97.0) 94 (89.7–97.4) 96 (91.2–98.2) 98 (93.7–99.3) 94 (88.9–97.0) 97 (92.4–99.4) 26 (13.9–40.3) 32 (17.0–49.8) 40 (22.7–59.4) 52 (30.6–73.2) 55 (32.2–75.6) 57 (34.0–78.2) 59 (32.9–81.6) 64 (30.7–89.1) 47 (24.4–71.1) 70 (34.8–93.3) 100 (97.1–100) 100 (97.3–100) 100 (97.4–100) 100 (97.6–100) 100 (97.6–100) 100 (97.6–100) 99 (95.4–99.8) 97 (92.9–99.0) 98 (94.4–99.6) 96 (90.1–98.6) a Serum GM were included in the analysis if performed within 7 days of the BAL (n = 124). M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 135 Fig. 1. Distribution of the BAL GM assay index value according to the EORTC/MSG definitions for IPA1. 1 Patients were considered on mold-active antifungal if they received voriconazole, itraconazole, caspofungin, amphotericin B, or liposomal amphotericin B within 2 days of the bronchoscopy. only 7 had a positive result, yielding to a sensitivity of 58%. Specificity was high (97%). The BAL GM index value for proven and probable IPA varied between 3.0 and 8.8, whereas the BAL GM index value for false-positive results varied between 0.59 and 7.14 (Fig. 1). ROC analysis (Fig. 2) found that a cutoff value of 3.0 provided the same sensitivity of 100% and a marginally higher specificity of 94% (Table 2). Fig. 2. ROC curve for BAL GM index results. 136 M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 Using a GM index cutoff value ≥0.5, we found 35 falsepositive BAL results. Of these, 15 occurred in the group with possible IPA and 20 in the group without evidence of IPA. Table 3 shows alternative diagnoses in patients with falsepositive results, based on clinical presentation, microbiologic cultures, histopathology, or other specific investigations. Nine (26%) patients had a clinical diagnosis of IPA and were treated by the attending physicians accordingly, despite not fulfilling the EORTC/MSG criteria for proven or probable IPA. As β-lactam antibiotics have been reported to cause false-positive GM results, we examined this variable as well (Bart-Delabesse et al., 2005). Of all false-positive BAL GM results, 28 (80%) occurred among patients receiving β-lactam antibiotics, including 8 patients (23%) on piperacillin–tazobactam. Sixty-five (38%) samples of BAL were obtained from patients who had received mold-active antifungal therapy within 2 days prior to bronchoscopy. Positive BAL GM samples occurred more frequently in patients receiving mold-active antifungals (n = 24, 37%) than in those without (n = 23; 21%; odds ratio, 2.16; 95% CI, 1.09–4.28), with BAL GM indices significantly higher in patients treated with mold-active antifungal therapy (mean BAL GM index, 0.4) than in those who were not receiving a mold-active antifungal therapy at the time of BAL (mean GM index, 0.2; P = 0.025). Twenty-five (17%) patients died within 60 days of first BAL sample collection. Those who died had a higher index of BAL GM (mean of 2.0) when compared to patients who survived (mean of 0.7, P = 0.0004). As shown in Table 4, a BAL GM index values from 0.5 to 1.99 were not associated with a higher 60-day mortality risk compared to patients with a BAL GM lower than 0.5. However, a BAL GM index value ≥2.0 was significantly associated with a higher 60-day mortality risk compared to patients with a BAL GM lower than 0.5. Other factors associated with an increased risk of death included acute myelogenous leukemia, neutropenia within 10 days before BAL, and use of mold-active antifungal within 2 days of bronchoscopy. Age, HSCT (autologous or allogeneic), graft-versus-host disease, T-cell immunosuppressive therapy, and steroids use in previous 2 months were not associated with an increased risk of death. In multivariate analysis, a BAL GM index value ≥2 remained an independent risk for death. Acute myelogenous leukemia and mold-active antifungal use prior to bronchoscopy also remained significantly associated with a 60-day mortality risk. 4. Discussion The results of this large cohort study highlight that the BAL GM has superior sensitivity for the diagnosis of IPA compared to conventional diagnostic methods. The sensitivity of the BAL GM was 100% (regardless of whether a cutoff of 0.5, 2.0, or 3.0 was used) as compared to 58%, 75%, and 58% for BAL fungal microscopy, fungal culture, and serum GM detection, respectively. Therefore, a negative BAL GM strongly suggests the absence of IPA. This high sensitivity is, however, obtained at the expense of a reduction in specificity. Using a cutoff value of 0.5, we obtained a high rate of false-positive results. Twenty-four patients (69%) with false-positive BAL GM results had an alternate clinically important disease such as pulmonary nocardiosis, cryptococcosis, or recurrent lymphoma. Without further workup, these diagnoses would have been missed. Consequently, a positive result with this cutoff is insufficient to confirm the diagnosis of IPA and commands further investigation. Among patients with false-positive BAL GM, 9 (26%) were diagnosed with clinical IPA by their physician. All presented clinical risk factors for IPA had a highly positive GM index in the BAL and 4 had a positive BAL culture for Aspergillus sp. All presented abnormal radiologic findings; however, these findings did not fulfill the EORTC/MSG radiologic criteria of typical nodule, cavity, or halo sign. Although angioinvasive IPA classically produces these aforementioned radiologic abnormalities, airway-invasive IPA can produce different radiologic abnormalities such as peribronchiolar consolidation, centrolobular micronodules (b5 mm), ground-glass attenuation, Table 3 Alternative diagnoses in patients with false-positive BAL GM assay results (n = 35) Alternative diagnosis a Clinical diagnosis of IPA Bacterial pneumonia Nocardia infection Cryptococcus infection Drug-induced pneumonitis Hematologic malignancy (lymphoma or chloroma) Pulmonary GVHD BOOP Atelectasis No diagnosis Total (%) No IPA Possible IPA Mean GM index value (range) β-Lactam Abx (%) PTZ (%) 9 (26) 12 (36) 2 (6) 1 (3) 1 (3) 4 (12) 1 (3) 2 (6) 1 (3) 2 (6) 2 10 1 1 1 3 1 1 0 0 7 2 1 0 0 1 0 1 1 2 3.35 (1.1–7.1) 2.5 (0.6–5.8) 0.9 (0.5–1.3) 0.9 0.6 0.8 (0.6–1.2) 3 1.9 (0.6–3.3) 1.8 4.0 (1.5–6.5) 6 (67) 10 (83) 2 (100) 1 (100) 1 (100) 3 (75) 1 (100) 1 (50) 1 (100) 2 (100) 0 (0) 2 (20) 1 (50) 0 (0) 0 (0) 2 (50) 1 (100) 0 (0) 1 (100) 1 (50) GVHD = graft-versus-host disease; BOOP = bronchiolitis obliterans organizing pneumonia; Abx = antibiotics; PTZ = piperacillin–tazobactam. a Diagnosis of IPA was made by the attending physician (and the patient was treated accordingly) even if EORTC/MSG criteria for probable or proven IPA were not met. M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 137 Table 4 Unadjusted and adjusted hazard ratios of 60-day mortality among patients with hematologic malignancies who underwent BAL to investigate respiratory disease (n = 145) Variable BAL GM index value b0.5 0.5–1.99 ≥2 Age, per additional year Male sex HSCT None Autologous Allogeneic Hematologic malignancies Othersa Acute myelogenous leukemia Neutropenia ≥10 daysb Graft-versus-host disease (acute or chronic) Steroid use in past 2 monthsc T-cell immunosuppressives Mold-active antifungal therapyd Death/total (%) 13/106 (12.3) 2/18 (11.1) 10/21 (47.6) NA 17/91 (18.7) Unadjusted hazard ratio (95% CI) Adjusted hazard ratio (95% CI) 1.00 0.90 (0.20–3.97) 4.68 (2.05–10.68)⁎⁎ 0.99 (0.96–1.02) 1.31 (0.57–3.05) 1.00 0.82 (0.18–3.66) 2.66 (1.08–6.59)⁎ 8/44 (18.2) 1/30 (3.3) 16/71 (22.5) 1.00 0.17 (0.02–1.39) 1.32 (0.56–3.08) 11/101 (10.9) 14/44 (31.8) 10/31 (32.3) 9/41 (22.0) 15/65 (23.1) 13/64 (20.3) 16/55 (29.1) 1.00 3.30 (1.50–7.27)⁎ 2.53 (1.14–5.63)⁎ 1.49 (0.66–3.38) 1.92 (0.86–4.28) 1.41 (0.64–3.08) 3.24 (1.43–7.33)⁎ 2.49 (1.08–5.75)⁎ 1.25 (0.52–2.98) 2.64 (1.13–6.16)⁎ NA = not applicable. a Acute lymphoblastic leukemia, chronic lymphocytic leukemia, Hodgkin's lymphoma, non-Hodgkin's lymphoma, multiple myeloma, and aplastic anemia. b Neutrophils count b0.5 × 109 neutrophils/L. c Prednisone, 0.3 mg/kg a day, equivalent for N3 weeks. d Voriconazole, itraconazole, caspofungin, amphotericin B, and liposomal amphotericin B, within 2 days prior to bronchoscopy. ⁎ P b 0.05. ⁎⁎ P b 0.001. and lobar consolidation (Buckingham and Hansell, 2003). Thus, it is possible that these patients with positive culture for Aspergillus sp. truly had IPA, despite presenting atypical radiologic findings. While recent modifications in the EORTC/ MSG definitions were made in an attempt to increase sensitivity for the diagnosis of IPA (De Pauw et al., 2008), these expertderived definitions may not be able to capture all cases of IPA. Given this limitation, the specificity of BAL GM in our study may be underestimated. Nevertheless, strict application of the EORTC/MSG definitions was used to provide the most conservative estimate of the performance characteristics of this test. There has been much controversy regarding the optimal cutoff value for positivity of the Platelia GM EIA assay (Herbrecht et al., 2002; Maertens et al., 2007; Marr et al., 2004). Although the recommended cutoff value for serum GM has been established at 0.5, the optimal cutoff value for BAL GM has not yet been determined. Based on ROC analysis, increasing the cutoff value in our study from 0.5 to 3.0 would improve the specificity. Given the increased mortality risk associated with a BAL GM index greater than 2.0 and the marginal difference in performance between a cutoff value of 2.0 and 3.0, we believe it is more appropriate to increase the cutoff value from 0.5 to 2.0. This would improve specificity from 78% to 93% while maintaining 100% sensitivity, consistent with previous studies (Clancy et al., 2007; Husain et al., 2007; Nguyen et al., 2007). In clinical practice, empiric treatment often reflects physicians' suspicion of a specific disease and may serve as a surrogate marker for that disease. In our study, 65 BAL samples were obtained from patients receiving mold-active antifungal therapy initiated by their treating physicians because of high degree of clinical suspicion for IPA prior to bronchoscopy. The strong correlation between mold-active antifungal therapy and BAL GM positivity in our study suggests that early clinical suspicion of IPA can be accurate and predictive. In addition, even after adjusting for antifungal therapy initiated for suspicion of IPA, a BAL GM N2.0 was associated with poorer outcome, further supporting the added value of this test. Although factors other than the ones included in our regression model may confound this association, BAL GM N2.0 carries an important prognostic value, identifying patients at higher risk of mortality. Certain limitations must be considered in the interpretation of our results. First, the exclusion of patients who did not have thoracic CT scan may be a source of selection bias. Second, clinician-based decision for bronchoscopy and timing of bronchoscopy relative to aplasia onset are potential sources of selection and observation biases. The variable amount of collected BAL fluid may also have affected antigen concentration. Standardizing BAL protocols would circumvent this problem; however, this is not always clinically feasible. Another alternative would be to normalize BAL GM levels to a lung fluid analyte such as urea. This approach has been used to standardize BAL cytokine concentrations (Rennard et al., 1986). In conclusion, in patients with hematologic malignancies, the GM assay in BAL is a highly sensitive tool to screen for 138 M.-L. Luong et al. / Diagnostic Microbiology and Infectious Disease 68 (2010) 132–139 suspected IPA. However, using the serum cutoff level of an index ≥0.5 as the threshold of positivity carries a high rate of false-positive results. Raising the cutoff level of positivity from 0.5 to 2.0 improves the specificity without decreasing sensitivity. This improves the clinical utility of the BAL GM assay and provides an important tool in the diagnosis of this challenging disease. 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