Comparative clinical effectiveness of prophylactic voriconazole/posaconazole to fluconazole/itraconazole in patients with acute myeloid leukemia/myelodysplastic syndrome undergoing cytotoxic chemotherapy over a 12-year period

Clinical considerations in the early treatment of invasive mould infections and disease

Different therapeutic strategies for invasive fungal diseases have been explored, each with particular strengths and weaknesses. Broad-spectrum antifungal prophylaxis seems logical, but selective use is important due to its substantial disadvantages, including interference with diagnostic assays, selection for resistance, drug toxicity and drug-drug interactions. Antimould prophylaxis should be restricted to high-risk groups, such as patients undergoing intensive chemotherapy for acute myeloid leukaemia or myelodysplastic syndrome, allogeneic HSCT patients with prior invasive fungal infection, graft-versus-host-disease or extended neutropenia, recipients of a solid organ transplant, or patients with a high-risk inherited immunodeficiency. An empirical approach, whereby mould-active therapy is started in neutropenic patients with fever unresponsive to broad-spectrum antibiotics, is widely applied but incurs the clinical and cost penalties associated with overtreatment. A benefit for all-cause mortality using empirical therapy has not been shown, but it is recommended for high-risk patients who remain febrile after 4-7 days of broad-spectrum antibiotics and in whom extended neutropenia is anticipated. There is growing interest in delaying antifungal treatment until an invasive fungal infection is confirmed ('pre-emptive' or 'diagnostics-driven' management), prompted by the development of more sensitive diagnostic techniques. Comparisons of empirical versus pre-emptive regimens are sparse, particularly with modern triazole agents, but treatment costs are lower with pre-emptive therapy and the available evidence has not indicated reduced efficacy. Pre-emptive treatment may be appropriate in neutropenic patients who remain febrile after administration of broad-spectrum antibiotics but who are clinically stable. Further work is required to define accurately the specific patient subgroups in which each management approach is optimal.

Evaluation of the implementation rate of primary antifungal prophylaxis and the prognosis of invasive fungal disease in acute leukemia patients in China

BACKGROUND

Invasive fungal disease (IFD) is a major complication of acute leukemia, thus primary antifungal prophylaxis (PAP) is recommended by guidelines. Nevertheless, guidelines might not be commonly followed in developing countries due to economic factors. The primary objectives were to evaluate the implementation rate of PAP in acute leukemia patients in China and to compare the prognosis of IFD with and without PAP. The secondary objectives were to investigate the safety of PAP, clinical characteristics of IFDs and risk factors of breakthrough.

METHODS

This was a retrospective observational single-center study, including non-M3 acute myeloid leukemia (AML) and acute lymphocytic leukemia (ALL) patients receiving uniform induction or salvage chemotherapy between 2012 and 2016.

RESULTS

There were 29.4% of patients without PAP among a total of 248 cases. The incidence of breakthrough proven/probable/possible IFDs was 24.7%, 6.5%, 5.5%, 5.4% and 5.3% in control (no prophylaxis), fluconazole, itraconazole, voriconazole and posaconazole group respectively (P = 0.007), while the percentage of patients requiring empirical or pre-emptive therapy was 54.8%, 45.7%, 23.3%, 18.9%, 10.5% respectively (P < 0.001). PAP could also significantly improve IFD-free survival (P < 0.001) and reduce 90-day overall mortality in patients on AML salvage regimen (P = 0.021). There were no statistical differences in PAP-related adverse events. Past history of IFD (OR 9.5, P = 0.006) was confirmed to be independent risk factors.

CONCLUSIONS

There are a considerable number of acute leukemia patients without PAP in China, who have higher IFD incidence, increased empiric/pre-emptive antifungal drug use and worse IFD-free survival.

Invasive aspergillosis in acute myeloid leukemia: Are we making progress in reducing mortality?

The incidence of invasive fungal disease (IFD) has varied during the last decades. However, over the years, we have observed a progressive reduction of mortality, mainly due to wider use of prophylactic antifungal therapy (i.e., new azoles, such as posaconazole), the development of new and more effective antifungal drugs (lipid compounds of amphotericin B, candins, and azoles of the previous generation) and improvement of diagnostic tools. Based on a number of international studies across three decades, the attributable mortality rate for IFD and invasive aspergillosis (IA) among patients with acute myeloid leukemia (AML) has progressively declined. In the first report, in 2001, the attributable mortality rate for aspergillosis observed in AML patients by the GIMEMA (Gruppo Italiano Malattie Ematologiche Maligne dell'Adulto) group was near 60%. A subsequent multicenter Italian study by SEIFEM (Sorveglianza Epidemiologica Infezioni Fungine nelle Emopatie Maligne) reported an attributable mortality of 38% among 3,012 patients recruited from 1999 through 2003. Further reduction to 27% was reported for patients diagnosed between 2004 and 2007 in another SEIFEM study. Over the last few years, a different trend in mortality for IA has been observed in the various phases of therapy in patients with acute leukemia: while in the induction phase of treatment, characterized by a higher incidence of IA, we observed a reduction of mortality over the years, among relapsed/refractory patients, the mortality remains dramatically high.

Clinical effectiveness of itraconazole as antifungal prophylaxis in AML patients undergoing intensive chemotherapy in the modern era

Antifungal prophylaxis regimens vary between centres, informed by local epidemiology and antifungal stewardship practices. The advantages of itraconazole over posaconazole prophylaxis include maintaining the utility of azole therapy for suspected breakthrough invasive fungal infection (bIFI). We examined the effectiveness and tolerability of itraconazole as prophylaxis in acute myeloid leukaemia (AML) patients. We sought to determine the rate of probable and proven bIFI in the context of itraconazole prophylaxis in a real-life setting. Eighty-four patients corresponded to 175 episodes of primary antifungal prophylaxis with itraconazole solution (200 mg twice daily) as prophylaxis supported by a dedicated clinical pharmacist during induction, re-induction and consolidation chemotherapy for AML between January 2010 and January 2014. Assessment of clinical course included blinded review of all radiology scans. Episodes of bIFI were categorised according to consensus criteria. A low rate of bIFI (6/175, 3.4 %) occurred with the use of itraconazole. Tolerance was excellent with adverse events consisting predominantly of deranged liver function tests reported in 7/175 (4 %). Therapeutic drug monitoring performed at clinicians' discretion demonstrated appropriate levels in 12/14 (86 %). Persisting fever and suspicion of invasive fungal infection (IFI) led to empiric antifungal therapy with voriconazole or caspofungin in 33/175 episodes (19 %), ceased after a median of 5 days following investigation in 16/175 (9 %). In this setting, itraconazole is effective and well-tolerated as prophylaxis. An additional benefit was seen in empiric therapy of suspected bIFI with amphotericin formulations kept in reserve. Local epidemiology is vital in guiding prophylaxis strategy.

Risk factors and prophylaxis against invasive fungal disease for haematology and stem cell transplant recipients: an evolving field

INTRODUCTION

Due to increasing intensity and complexity of therapies and longer survivorship, many patients with haematologic malignancy (HM) are at risk of invasive fungal disease (IFD). Mortality from IFD is high and treatment of an episode of IFD results in an excess length of hospital stay and costs and delays delivery of curative therapy of the underlying haematologic condition. Therefore, prevention and early recognition and treatment of IFD are crucial. Areas covered: Risk factors particular to certain HMs and haematopoietic stem cell transplantation, as well as those risk factors universal to all HM groups are examined. Expert commentary: Risk stratification identifies those patients who would benefit most from mould active versus yeast active prophylaxis and those who can be safely managed with monitoring and clinically driven interventions for IFD. This approach aids in antifungal stewardship.

Optimizing antifungal strategies to improve patient survival

Report from the 26th European Congress of Clinical Microbiology and Infectious Diseases (ECCMID 2016), 9-12 April Amsterdam, The Netherlands Invasive fungal infections are a major threat to the lives of the increasing number of immunocompromized patients, but neutropenic hemato-oncology patients are at especially high risk. Since effective antifungal treatment and prophylaxis are critical to improve survival in these patients, the emergence of antifungal drug resistance has become an increasing cause of concern. Mortality from invasive fungal infection also remains high even when patients receive appropriate and timely antifungal therapy. These important topics were among those discussed by the over 11,600 clinical microbiologists and infectious disease physicians from more than 120 countries attending the 26th European Congress of Clinical Microbiology and Infectious Diseases.

Safety, clinical effectiveness and trough plasma concentrations of intravenous posaconazole in patients with haematological malignancies and/or undergoing allogeneic haematopoietic stem cell transplantation: off-trial experience

OBJECTIVES

This study describes the safety, clinical effectiveness and trough plasma concentration (C_min) of intravenous (iv) posaconazole, provided as part of Merck Sharp and Dohme Australia's Named Patient Programme (NPP) in non-clinical trial settings.

METHODS

A multicentre, retrospective study on the NPP use of iv posaconazole between July 2014 and March 2015 across seven Australian hospitals.

RESULTS

Seventy courses of iv posaconazole were prescribed and evaluated in 61 patients receiving treatment for haematological malignancy. Sixty-one courses were prescribed for prophylaxis against invasive fungal disease (IFD), the majority of which (59) were initiated in patients with gastrointestinal disturbances and/or intolerance to previous antifungals. The median (IQR) duration for prophylaxis was 10 (6-15) days. No breakthrough IFD was observed during or at cessation of iv posaconazole. Nine courses of iv posaconazole were prescribed for treatment of IFD with a median (IQR) duration of 19 (7-30) days. Improvement in signs and symptoms of IFD was observed in five cases at cessation of, and six cases at 30 days post-iv posaconazole. C_min was measured in 39 courses of iv posaconazole, with the initial level taken [median (IQR)] 4 (3-7) days after commencing iv posaconazole. The median (IQR) of initial C_min was 1.16 (0.69-2.06) mg/L. No severe adverse events specifically attributed to iv posaconazole were documented, although six courses were curtailed due to potential toxicity.

CONCLUSIONS

This non-clinical trial experience suggests that iv posaconazole appeared to be safe and clinically effective for prophylaxis or treatment of IFD in patients receiving treatment for haematological malignancies.

[Efficacy and safety analysis of the combination of cladribine, cytarabine, granulocyte colonystimulating factor (CLAG) regime in patients with refractory or relapsed acute myeloid leukemia]

OBJECTIVE

To analyze efficacy and safety of CLAG regimen in patients with refractory or relapsed acute myeloid leukemia (AML).

METHODS

Efficacy and adverse events of patients with refractory or relapsed AML who were treated with one course of CLAG from April 1st, 2014 through December 9th, 2015 in our hospital were retrospectively reviewed.

RESULTS

Thirty- three patients (16 males and 17 females) with refractory or relapsed AML were treated with one course of CLAG with a median age of 49 (14-68) years. According to FAB subtype, there were 22 patients with M2, and 11 with other types. According to NCCN criteria, there were 6, 18 and 9 patients with favorable, intermediate and unfavorable risk respectively, including 5 with FLT3- ITD mutation. Of 16 refractory and 17 relapsed patients; the median previous chemotherapy courses were 2(1-36). After one course of CLAG, 78.8% (26/33) patients achieved hematological complete response (CR), with 93.8 %(15/16) in relapsed and 64.7 %(11/17) in refractory groups respectively. All five patients with FLT3- ITD mutation achieved CR. All patients had grade 4 neutropenia and thrombocytopenia and infection in different sites; three patients died early from infections. Five patients received allogeneic hematopoietic stem cell transplantation (allo- HSCT). Ten patients relapsed and thirteen patients died after the median follow-up 142(9-525) days. The median EFS and OS were 230 (9- 525) and 419(9- 525) days respectively, which in CR group (n=26) were significantly longer than those in NR one (n=7) [447 (165- 525) d vs 52 (9- 162) d,P <0.001].

CONCLUSIONS

CLAG regimen was effective and well tolerable in patients with refractory or relapsed AML, with the CR rate in relapsed patients higher than in refractory counterparts. Control of infections was imperative for treatment.

Therapeutic Drug Monitoring of Posaconazole: an Update

Posaconazole is a second-generation triazole agent with a potent and broad antifungal activity. In addition to the oral suspension, a delayed-release tablet and intravenous formulation with improved pharmacokinetic properties have been introduced recently. Due to the large interindividual and intraindividual variation in bioavailability and drug-drug interactions, therapeutic drug monitoring (TDM) is advised to ensure adequate exposure and improve clinical response for posaconazole. Here, we highlight and discuss the most recent findings on pharmacokinetics and pharmacodynamics of posaconazole in the setting of prophylaxis and treatment of fungal infections and refer to the challenges associated with TDM of posaconazole.

Posaconazole for primary antifungal prophylaxis in patients with acute myeloid leukaemia or myelodysplastic syndrome during remission induction chemotherapy: a single-centre retrospective study in Korea and clinical considerations

Posaconazole was introduced as the primary antifungal prophylaxis (PAP) in acute myeloid leukaemia (AML) or myelodysplastic syndrome (MDS) patients during remission induction chemotherapy. Data on breakthrough invasive fungal infections (IFIs) from various centres are essential, as there are several considerations in treating IFIs in the posaconazole era. The aim of this study was to evaluate the effectiveness of posaconazole PAP and identify characteristics of IFIs at a single centre in Korea. We retrospectively reviewed consecutive patients with AML/MDS undergoing remission induction chemotherapy between December 2010 and November 2013. Of the 424 patients, 140 received posaconazole and 284 received fluconazole prophylaxis. The incidence of breakthrough proven/probable IFIs (15.5% vs. 2.9%, P < 0.001) and empirical antifungal treatment (EAFT) (45.8% vs. 12.9%, P < 0.001) decreased in the posaconazole group compared to the fluconazole group. In the posaconazole PAP group, two cases of breakthrough mucormycosis were noted among 13 proven/probable/possible IFI cases (15.4%). Overall and IFI-related mortality was 12.1% and 1.9% respectively. Fungus-free survival was significantly higher in the posaconazole group (74.7% vs. 87.1%, P = 0.028). Breakthrough IFIs and EAFT decreased significantly after posaconazole PAP. The benefit in fungus-free survival was noted with posaconazole PAP. Clinicians should be vigilant to identify non-Aspergillus IFIs with active diagnostic effort.

Cost-benefit Analysis of Posaconazole Versus Fluconazole or Itraconazole as a Primary Antifungal Prophylaxis in High-risk Hematologic Patients: A Propensity Score-matched Analysis

PURPOSE

Posaconazole is effective for the prophylaxis of invasive fungal infections (IFIs) in patients with acute myeloid leukemia or myelodysplastic syndrome during remission induction chemotherapy. However, a cost-benefit analysis of posaconazole versus fluconazole or itraconazole has not been conducted in Korea.

METHODS

We retrospectively reviewed data for all consecutive patients who received primary antifungal prophylaxis during remission induction chemotherapy in our acute myeloid leukemia/myelodysplastic syndrome cohort from December 2010 to November 2013. Patient characteristics and factors known as a risk of IFI were matched with propensity score analysis. We evaluated the medical cost according to the prophylactic antifungal agents (posaconazole vs fluconazole/itraconazole), the development of breakthrough IFIs, and survival status after propensity score matching in a 1:1 ratio.

FINDINGS

Of the 419 baseline patients, 100 patients in each group were analyzed after matching. A significant decrease was found in the development of breakthrough proven or probable IFIs (3.0% vs 14.0%; P = 0.009) and the rate of empirical antifungal therapy (EAFT) (12.0% vs 46.0%; P < 0.001) in the posaconazole group. Total in-hospital medical costs per patient were not statistically different between posaconazole and fluconazole/itraconazole prophylaxis. However, the daily medical cost was lower for posaconazole prophylaxis, resulting in a total daily cost savings of $72 (₩79,458) per patient (P = 0.002). In the cases of breakthrough proven/probable IFIs, EAFT, and in-hospital deaths, the total medical costs per patient were significantly higher than in nonproven/probable IFIs, non-EAFT, and in-hospital survivors, as much as $7,916 (₩8,700,758), $4605 (₩5,062,529), and $11,134 (₩12,238,422), respectively. Costs for the antifungal agent used in targeted or empirical therapy were lower in the posaconazole group, resulting in a savings of $697 (₩766,347) per patient (P < 0.001).

IMPLICATIONS

Posaconazole appears to be cost beneficial for primary antifungal prophylaxis in high-risk patients with hematologic malignancy, at a single center, in Korea. Cost-benefit is closely related with clinical outcomes, including breakthrough IFI development, EAFT, and survival status.

High Incidences of Invasive Fungal Infections in Acute Myeloid Leukemia Patients Receiving Induction Chemotherapy without Systemic Antifungal Prophylaxis: A Prospective Observational Study in Taiwan

Invasive fungal infections (IFIs) is an important complication for acute myeloid leukemia (AML) patients receiving induction chemotherapy. However, the epidemiological information is not clear in Southeastern Asia, an area of potential high incidences of IFIs. To clarify it, we enrolled 298 non-M3 adult AML patients receiving induction chemotherapy without systemic anti-fungal prophylaxis from Jan 2004 to Dec 2009, when we applied a prospective diagnostic and treatment algorithm for IFIs. Their demographic parameters, IFI characters, and treatment outcome were collected for analysis. The median age of these patients was 51 years. Standard induction chemotherapy was used for 246 (82.6%) patients, and 66.8% of patients achieved complete remission (CR) or partial remission. The incidence of all-category IFIs was 34.6% (5.7% proven IFIs, 5.0% probable IFIs and 23.8% possible IFIs). Candida tropicalis was the leading pathogen among yeast, and lower respiratory tract was the most common site for IFIs (75.4%, 80/106). Standard induction chemotherapy and failure to CR were identified as risk factors for IFIs. The presence of IFI in induction independently predicted worse survival (hazard ratio 1.536 (1.100–2.141), p value = 0.012). Even in those who survived from the initial IFI insults after 3 months, the presence of IFIs in induction still predicted a poor long-term survival. This study confirms high incidences of IFIs in Southeastern Asia, and illustrates potential risk factors; poor short-term and long-term outcomes are also demonstrated. This epidemiological information will provide useful perspectives for anti-fungal prophylaxis and treatment for AML patients during induction, so that best chances of cure and survival can be provided.

Antifungal agent utilization evaluation in hospitalized neutropenic cancer patients at a large teaching hospital

To evaluate pattern of using of three antifungal drugs: fluconazole, amphotericin B and voriconazole, at the hematology-oncology and bone marrow transplant wards of one large teaching hospital. In a prospective cross-sectional study, we evaluated the appropriateness of using antifungal drugs in patients, using Infectious Disease Society of America (IDSA) and National Comprehensive Cancer Network (NCCN) guidelines. All the data were recorded daily by a pharmacist in a form designed by a clinical pharmacist and infectious diseases specialist, for antifungals usage, administration, and monitoring. During the study, 116 patients were enrolled. Indications of prescribing amphotericin B, fluconazole, and voriconazole were appropriate according to guidelines in 83.4%, 80.6%, and 76.9% respectively. The duration of treatments were appropriate according to guidelines in 75%, 64.5%, and 71.1% respectively. The dose of voriconazole was appropriate according to guidelines in 46.2% of patients. None of the patients received salt loading before administration of amphotericin B. The most considerable problems with the mentioned antifungals were about the indications and duration of treatment. In addition, prehydration for amphotericin B and dosage of voriconazole were not completely compatible with the mentioned guidelines. A suitable combination of controlling the use of antifungals and educational programs could be essential for improving the general process of using antifungal drugs at our hospital.

Decreased invasive fungal disease but no impact on overall survival by posaconazole compared to fluconazole prophylaxis: a retrospective cohort study in patients receiving induction therapy for acute myeloid leukaemia/myelodysplastic syndromes

Objective

Posaconazole prophylaxis during induction chemotherapy for acute myeloid leukaemia (AML) and myelodysplastic syndromes (MDS) has been shown to significantly decrease the incidence of invasive fungal disease (IFD) and increase overall survival in a trial setting, but only small real‐life studies have been published.

Methods

This was a retrospective cohort study including consecutive patients with AML/MDS treated with intensive induction chemotherapy; 176 patients received fluconazole prophylaxis 2008–2011 and 107 patients received posaconazole prophylaxis 2011–2013. Only proven and probable IFD according to the revised EORTC/MSG criteria were included in the analysis.

Results

The two cohorts were well matched without significant differences in patient characteristics. At day 100, patients receiving posaconazole had a significantly lower incidence of total IFD (0.9% vs. 10.8%, P < 0.01), invasive aspergillosis (0% vs. 5.7%, P = 0.02) and invasive candidiasis (0% vs. 4.0%, P < 0.05). There was no significant difference in overall survival, neither at day 100 (87% in the posaconazole group vs. 85% in the fluconazole group) nor at end of follow‐up (78% vs. 77%).

Conclusions

Posaconazole prophylaxis decreased the incidence of IFD but did not improve short‐term overall survival. Improved treatment efficacy of manifest IFD is likely to explain the lack of survival benefit.

An update to the cost-effectiveness of posaconazole vs fluconazole or itraconazole in the prevention of invasive fungal disease among neutropenic patients in the United States

OBJECTIVES

Posaconazole has shown superior clinical efficacy in the prevention of invasive fungal disease (IFD) among neutropenic patients as well as cost-effectiveness in the US healthcare setting vs fluconazole or itraconazole (FLU/ITRA) based on oral suspension formulations of each therapy. This study aims to provide an update on the cost-effectiveness of posaconazole in the current US healthcare setting to reflect bioequivalent tablet formulations of posaconazole and fluconazole, as well as changes in healthcare and drug costs.

METHODS

An existing model was used to assess the cost-effectiveness of posaconazole vs FLU/ITRA in the prevention of IFD among patients with acute myelogenous leukemia (AML) or myelodysplastic syndrome (MDS) and chemotherapy-induced neutropenia. Drug efficacy, mortality related to IFD, and death from other causes were estimated for tablet formulations using data from a randomized clinical trial of oral suspensions based on bioequivalence. IFD treatment costs were updated using the average inflation rate over 8 years (2006-2014) and drug costs were based on 2014 Analysource data.

RESULTS

Trial data show a lower IFD probability over 100 days of follow-up with posaconazole compared to standard azole therapy (0.05 vs 0.11). The treatment duration on posaconazole is 29 days compared to 24 days for FLU and 29 days for ITRA. The average cost of prophylaxis is higher in the posaconazole group compared to FLU/ITRA ($4673 vs $353); however, the costs associated with treating the IFD are lower in the posaconazole group compared to FLU/ITRA ($2205 vs $5303). The incremental cost effectiveness ratio of IFD avoided for posaconazole is $18,898 vs FLU/ITRA.

CONCLUSIONS

In the current healthcare cost environment where both drug costs and overall IFD treatment costs have increased since 2007, posaconazole tablets are a cost-effective alternative to fluconazole or itraconazole in the prevention of IFD among neutropenic patients with AML and MDS in the US.

Antifungal prophylaxis with posaconazole vs. fluconazole or itraconazole in pediatric patients with neutropenia

Pediatric patients with hemato-oncological malignancies and neutropenia resulting from chemotherapy have a high risk of acquiring invasive fungal infections. Oral antifungal prophylaxis with azoles, such as fluconazole or itraconazole, is preferentially used in pediatric patients after chemotherapy. During this retrospective analysis, posaconazole was administered based on favorable results from studies in adult patients with neutropenia and after allogeneic hematopoietic stem cell transplantation. Retrospectively, safety, feasibility, and initial data on the efficacy of posaconazole were compared to fluconazole and itraconazole in pediatric and adolescent patients during neutropenia. Ninety-three pediatric patients with hemato-oncological malignancies with a median age of 12 years (range 9 months to 17.7 years) that had prolonged neutropenia (>5 days) after chemotherapy or due to their underlying disease, and who received fluconazole, itraconazole, or posaconazole as antifungal prophylaxis, were analyzed in this retrospective single-center survey. The incidence of invasive fungal infections in pediatric patients was low under each of the azoles. One case of proven aspergillosis occurred in each group. In addition, there were a few cases of possible invasive fungal infection under fluconazole (n = 1) and itraconazole (n = 2). However, no such cases were observed under posaconazole. The rates of potentially clinical drug-related adverse events were higher in the fluconazole (n = 4) and itraconazole (n = 5) groups compared to patients receiving posaconazole (n = 3). Posaconazole, fluconazole, and itraconazole are comparably effective in preventing invasive fungal infections in pediatric patients. Defining dose recommendations in these patients requires larger studies.

Automatic detection of patients with invasive fungal disease from free-text computed tomography (CT) scans

BACKGROUND

Invasive fungal diseases (IFDs) are associated with considerable health and economic costs. Surveillance of the more diagnostically challenging invasive fungal diseases, specifically of the sino-pulmonary system, is not feasible for many hospitals because case finding is a costly and labour intensive exercise. We developed text classifiers for detecting such IFDs from free-text radiology (CT) reports, using machine-learning techniques.

METHOD

We obtained free-text reports of CT scans performed over a specific hospitalisation period (2003-2011), for 264 IFD and 289 control patients from three tertiary hospitals. We analysed IFD evidence at patient, report, and sentence levels. Three infectious disease experts annotated the reports of 73 IFD-positive patients for language suggestive of IFD at sentence level, and graded the sentences as to whether they suggested or excluded the presence of IFD. Reliable agreement between annotators was obtained and this was used as training data for our classifiers. We tested a variety of Machine Learning (ML), rule based, and hybrid systems, with feature types including bags of words, bags of phrases, and bags of concepts, as well as report-level structured features. Evaluation was carried out over a robust framework with separate Development and Held-Out datasets.

RESULTS

The best systems (using Support Vector Machines) achieved very high recall at report- and patient-levels over unseen data: 95% and 100% respectively. Precision at report-level over held-out data was 71%; however, most of the associated false-positive reports (53%) belonged to patients who had a previous positive report appropriately flagged by the classifier, reducing negative impact in practice.

CONCLUSIONS

Our machine learning application holds the potential for developing systematic IFD surveillance systems for hospital populations.

Facilitating surveillance of pulmonary invasive mold diseases in patients with haematological malignancies by screening computed tomography reports using natural language processing

Purpose

Prospective surveillance of invasive mold diseases (IMDs) in haematology patients should be standard of care but is hampered by the absence of a reliable laboratory prompt and the difficulty of manual surveillance. We used a high throughput technology, natural language processing (NLP), to develop a classifier based on machine learning techniques to screen computed tomography (CT) reports supportive for IMDs.

Patients and Methods

We conducted a retrospective case-control study of CT reports from the clinical encounter and up to 12-weeks after, from a random subset of 79 of 270 case patients with 33 probable/proven IMDs by international definitions, and 68 of 257 uninfected-control patients identified from 3 tertiary haematology centres. The classifier was trained and tested on a reference standard of 449 physician annotated reports including a development subset (n = 366), from a total of 1880 reports, using 10-fold cross validation, comparing binary and probabilistic predictions to the reference standard to generate sensitivity, specificity and area under the receiver-operating-curve (ROC).

Results

For the development subset, sensitivity/specificity was 91% (95%CI 86% to 94%)/79% (95%CI 71% to 84%) and ROC area was 0.92 (95%CI 89% to 94%). Of 25 (5.6%) missed notifications, only 4 (0.9%) reports were regarded as clinically significant.

Conclusion

CT reports are a readily available and timely resource that may be exploited by NLP to facilitate continuous prospective IMD surveillance with translational benefits beyond surveillance alone.

Evaluation of the effect of food and ketoconazole on the pharmacokinetics of the smoothened inhibitor PF-04449913 in healthy volunteers

PURPOSE

To evaluate the effect of a potent cytochrome P450 3A4 (CYP3A4) inhibitor, ketoconazole, and separately the effect of food on PF-04449913 pharmacokinetics in healthy volunteers.

METHODS

This was an open-label, two-sequence, three-period, three-treatment, single-dose, crossover study. Subjects were randomized to receive single doses of 200 mg PF-04449913 after an overnight fast or after consuming a high-fat meal during Period 1 or 2, with a washout period of at least 8 days. In Period 3, all subjects received ketoconazole (400 mg/day) (days 1-7) and a co-administered single 200-mg PF-04449913 dose (day 4).

RESULTS

Geometric mean ratio of PF-04449913 in the presence of ketoconazole versus PF-04449913 alone was 2.40 [90% confidence interval (CI) 2.15, 2.68] for area under the plasma concentration-time curve from time zero to infinity (AUC(0-inf)) and 1.40 (90% CI 1.24, 1.58) for peak plasma concentration (C max). The geometric mean ratio for fed state compared with fasted state for AUC(0-inf) was 0.87 (90% CI 0.78, 0.97) and for C max was 0.66 (90% CI 0.56, 0.78). PF-04449913 was well tolerated, and all adverse events were mild to moderate.

CONCLUSIONS

PF-04449913 plasma exposures and peak concentrations were increased following concurrent administration of ketoconazole in healthy volunteers. These findings provide the upper limit for expected PF-04449913 exposures after co-administration of a strong CYP3A4 inhibitor in patients with cancer who routinely receive antifungal azoles. While a high-fat meal decreased PF-04449913 exposure, the differences in plasma exposure under the two conditions were not considered clinically meaningful.

Clinical utility of Aspergillus galactomannan and PCR in bronchoalveolar lavage fluid for the diagnosis of invasive pulmonary aspergillosis in patients with haematological malignancies

Interpretation of Aspergillus galactomannan (GM) and PCR results in bronchoalveolar lavage (BAL) fluid for the diagnosis of invasive pulmonary aspergillosis (IPA) in patients with haematological malignancies requires clarification. A total of 116 patients underwent BAL for investigation of new lung infiltrates: 40% were neutropenic, 68% and 36% were receiving mould-active antifungal agents and β-lactam antibiotics. The diagnosis of proven IPA (n = 3), probable IPA (n = 15), and possible invasive fungal disease (IFD, n = 50) was made without inclusion of GM results. BAL GM (at cut-off of 0.8) had lower diagnostic sensitivity for IPA than PCR (61% versus 78%) but higher specificity (93% versus 79%). Both tests had excellent negative predictive values (85-90%), supporting their utility in excluding IPA. The use of BAL GM and PCR results increased the certainty of Aspergillus aetiology in 7 probable IPA cases where fungal hyphae were detected in respiratory samples by microscopy, and upgraded 24 patients from possible IFD to probable IPA. Use of BAL GM and PCR improves the diagnosis of IPA.

Factors influencing posaconazole plasmatic concentrations in patients presenting with acute myeloid leukemia

PURPOSE

The effectiveness of posaconazole (PSZ) prophylaxis on invasive fungal infections, in patients presenting with acute myeloid leukemia (AML), seems to be correlated to its blood plasma concentration. Our goal was to identify the risk factors for underdosing.

PATIENTS AND METHODS

We retrospectively reviewed the records of patients treated for AML treated with PSZ, during a 2-year period. Assays<500ng/mL were considered as under dosed.

RESULTS

Fifty-nine assays (43 patients) were performed during induction (n=22) or consolidation (n=37) chemotherapy. PSZ treatment was initiated within a median of 3 days before neutropenia with a first assay performed at 8 days (3-28). The median PSZ blood plasma concentration was 375ng/mL (<200-1900). Forty-one (69%) treatment were maintained until the end of neutropenia. One patient presented with candidemia, 9 with possible invasive aspergillosis, without any significant association with underdosing. The univariate analysis showed that co-administration of proton pump inhibitors (PPIs) (P=0.01) and cause of hospitalization (induction chemotherapy vs consolidation, P=0.008) were associated with underdosing, contrary to feeding difficulties (P=0.07) and digestive disorders (P=0.5). The multivariate analysis confirmed the impact of PPI use (P=0.01) and the cause of hospitalization (P=0.003).

CONCLUSION

This study highlights the major impact of PPI administration on PSZ blood plasma levels and stresses the risk of non-effective prophylaxis during induction treatment of AML.

Effectiveness of primary anti-Aspergillus prophylaxis during remission induction chemotherapy of acute myeloid leukemia

Although antifungal prophylaxis is frequently administered to patients with acute myeloid leukemia (AML) during remission-induction chemotherapy (RIC), its impact on reducing invasive fungal infections (IFIs) outside clinical trials is rarely reported. We performed a retrospective observational study to identify risk factors for development of IFIs (definite or probable, using revised European Organization for Research and Treatment of Cancer [EORTC] criteria) and all-cause mortality in a cohort of 152 AML patients receiving RIC (2009 to 2011). We also compared rates of IFI and mortality in patients who received echinocandin versus anti-Aspergillus azole (voriconazole or posaconazole) prophylaxis during the first 120 days of RIC. In multivariate analysis, clofarabine-based RIC (hazard ratio [HR], 3.5; 95% confidence interval [CI], 1.5 to 8.3; P = 0.004) and echinocandin prophylaxis (HR, 4.6; 95% CI, 1.8 to 11.9; P = 0.002) were independently associated with higher rates of IFI rates during RIC. Subsequent analysis failed to identify any malignancy- or chemotherapy-related covariates linked to echinocandin prophylaxis that accounted for the higher rates of breakthrough IFI. Although the possibility of other confounding variables cannot be excluded, our findings suggest that echinocandin-based prophylaxis during RIC for AML may be associated with a higher risk of breakthrough IFI.

The role of primary antifungal prophylaxis in patients with haematological malignancies

Invasive fungal infections (IFIs) represent important complications in patients with haematological malignancies. Chemoprevention of IFIs may play an important role in this setting, but in the past decades the majority of antifungal drugs utilized demonstrated poor efficacy, particularly in the prevention of invasive aspergillosis. The new triazoles are very useful antifungal drugs, more suitable for prophylaxis of IFIs than amphotericin B and echinocandins. In this review, the main clinical data about antifungal prophylaxis with fluconazole, itraconazole, voriconazole and posaconazole are analysed. At present, posaconazole appears to be the most efficacious azole in antifungal prophylaxis, particularly in patients with acute myeloid leukaemia.

Incidence density of invasive fungal infections during primary antifungal prophylaxis in newly diagnosed acute myeloid leukemia patients in a tertiary cancer center, 2009 to 2011

Although primary antifungal prophylaxis (PAP) is routinely administered in patients with acute myeloid leukemia (AML) during remission-induction and consolidation chemotherapy, the impact of PAP on the incidence of invasive fungal infections (IFIs) is not well described. We retrospectively analyzed the incidence of IFIs in 152 patients with AML who had been admitted to a tertiary cancer center between August 2009 and March 2011 and received PAP within 120 days after first remission-induction chemotherapy. We excluded patients who had undergone stem cell transplantation. Patients received a PAP drug with anti-Aspergillus activity during 72% (7,660/10,572) of prophylaxis-days. The incidence of documented IFIs (definite or probable according to revised European Organization for Research and Treatment of Cancer [EORTC] criteria) was 2.0/1,000 prophylaxis-days (95% confidence interval [CI], 1.23 to 3.04). IFIs due to molds were more common than IFIs due to yeasts (1.5/1,000 prophylaxis-days versus 0.4/1,000 prophylaxis-days; P = 0.01). Echinocandin-based PAP (8.6 and 7.1/1,000 prophylaxis-days, respectively) was associated with higher rates of documented IFIs than anti-Aspergillus azoles (voriconazole or posaconazole) (2.4 and 1.1/1,000 prophylaxis-days, respectively) at both 42 days (P = 0.03) and 120 days (P < 0.0001) after first remission-induction chemotherapy. The incidence of overall (documented and presumed) IFIs (P < 0.001), documented IFIs (P < 0.01), and empirical antifungal therapies (P < 0.0001) was higher during the first 42 days than after day 42. Despite the broad use of PAP with anti-Aspergillus activity, IFIs, especially molds, remain a significant cause of morbidity and mortality in AML patients, predominantly during the remission-induction phase. Patients receiving echinocandin-based PAP experienced higher rates of IFIs than did those receiving anti-Aspergillus azoles.

Pharmacokinetics of posaconazole within epithelial cells and fungi: insights into potential mechanisms of action during treatment and prophylaxis

BACKGROUND

The antifungal posaconazole concentrates within host cells and protects against Aspergillus fumigatus. The specific subcellular location of posaconazole and the mechanism by which cell-associated posaconazole inhibits fungal growth remain uncharacterized.

METHODS

Posaconazole was conjugated with the fluorophore boron-dipyrromethene (BDP-PCZ). A549 pulmonary epithelial cells and A. fumigatus were exposed to BDP-PCZ individually and in coculture. BDP-PCZ subcellular localization and trafficking were observed using confocal microscopy and flow cytometry.

RESULTS

BDP-PCZ concentrated within A549 cell membranes, and in particular within the endoplasmic reticulum. Epithelial cell-associated BDP-PCZ rapidly transferred to and concentrated within A. fumigatus cell membranes on contact. BDP-PCZ transfer to conidia did not require phagocytosis and was markedly enhanced by the conidial hydrophobin RodA. Within AF, BDP-PCZ also concentrated in membranes including the endoplasmic reticulum and colocalized with the azole target enzyme CYP51a. Concentration of BDP-PCZ within host and fungal cell membranes persisted for >48 hours and could be competitively inhibited by posaconazole but not voriconazole.

CONCLUSIONS

Posaconazole concentrates within host cell membranes and rapidly transfers to A. fumigatus, where it accumulates to high concentrations and persists at the site of its target enzyme. These intracellular and intercellular pharmacokinetic properties probably contribute to the efficacy of PCZ.

Pharmacoeconomic evaluation of fluconazole, posaconazole and voriconazole for antifungal prophylaxis in patients with acute myeloid leukaemia undergoing first consolidation chemotherapy

BACKGROUND

Fluconazole, posaconazole and voriconazole are used prophylactically in patients with acute myeloid leukaemia (AML). This study evaluated the clinical and economic outcomes of these agents when used in AML patients undergoing consolidation chemotherapy.

METHODS

A retrospective chart review (2003-10) of AML patients receiving consolidation chemotherapy was performed. Patients were followed through their first cycle of consolidation chemotherapy. Antifungal prescribing patterns, clinical outcomes and resource consumptions were recorded. A decision analytical model was developed to depict the downstream consequences of using each antifungal agent, with success defined as completion of the designated course of initial antifungal prophylaxis without developing invasive fungal disease (IFD). Cost-effectiveness and sensitivity analyses were performed.

RESULTS

A total of 106 consecutive patients were analysed. Baseline characteristics and predisposing factors for IFD were comparable between groups. Three IFDs (one proven, one probable and one suspected) occurred, all in the posaconazole group. Patients receiving posaconazole had the highest rate of intolerance requiring drug cessation (13% versus 7% in each of the fluconazole and voriconazole groups). Fluconazole conferred overall savings per patient of 26% over posaconazole and 13% over voriconazole. Monte Carlo simulation demonstrated a mean cost saving with fluconazole of AU$8430 per patient (95% CI AU$5803-AU$11 054) versus posaconazole and AU$3681 per patient (95% CI AU$990-AU$6319) versus voriconazole. One-way sensitivity analyses confirmed the robustness of the model.

CONCLUSIONS

This is the first study to show that, in the setting of consolidation therapy for AML, fluconazole is the most cost-effective approach to antifungal prophylaxis compared with posaconazole or voriconazole.