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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2020.605241</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative Analysis of Clinical Parameters and Sputum Biomarkers in Establishing the Relevance of Filamentous Fungi in Cystic Fibrosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Patel</surname>
<given-names>Deepa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/897989"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dacanay</surname>
<given-names>Keith Chester</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1110647"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pashley</surname>
<given-names>Catherine H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1077249"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gaillard</surname>
<given-names>Erol A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/107325"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Respiratory Sciences, University of Leicester</institution>, <addr-line>Leicester</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Paediatric Respiratory Department, University Hospitals of Leicester NHS Trust</institution>, <addr-line>Leicester</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Institute for Lung Health, NIHR Respiratory Biomedical Research Center</institution>, <addr-line>Leicester</addr-line>, <country>United Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jean-Philippe Bouchara, Universit&#xe9; d&#x2019;Angers, France</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Catherine Greene, Royal College of Surgeons in Ireland, Ireland; Geraint Rogers, South Australian Health and Medical Research Institute, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Erol A. Gaillard, <email xlink:href="mailto:eag15@leicester.ac.uk">eag15@leicester.ac.uk</email>; Catherine H. Pashley, <email xlink:href="mailto:chp5@leicester.ac.uk">chp5@leicester.ac.uk</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Fungal Pathogenesis, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>01</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>10</volume>
<elocation-id>605241</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>09</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>12</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Patel, Dacanay, Pashley and Gaillard</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Patel, Dacanay, Pashley and Gaillard</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>The relationship between fungal culture (FC) positivity and airway inflammation in CF is largely unknown. Identifying the clinical significance of filamentous fungi in CF using both clinical parameters and biomarkers may change our antimicrobial therapeutic strategies.</p>
</sec>
<sec>
<title>Objectives</title>
<p>To investigate the clinical characteristics and airway biomarker profile in relation to the detection of filamentous fungi in respiratory samples obtained from CF patients.</p>
</sec>
<sec>
<title>Methods</title>
<p>A prospective cohort study over 24 months, including children and adults with CF. Participants provided sputum and/or bronchoalveolar lavage samples, which underwent processing for bacterial and fungal culture, leukocyte differential cell count and biomarker analysis for neutrophil elastase (NE), interleukin-8 (IL-8), galactomannan and tumor necrosis factor receptor type 2 (TNF-R2). We performed FC using neat sputum plugs, an approach shown to be more sensitive compared to routine laboratory testing.</p>
</sec>
<sec>
<title>Results</title>
<p>Sixty-one patients provided 76 respiratory samples (72 sputum and 4 BAL). Median age was 17 years (range 6 months&#x2013;59 years). FC positivity was noted in 49% of the cohort. FC positivity was greater during pulmonary exacerbation compared to the stable state (67 versus 50%). Participants aged 5&#x2013;30 years had a lower FEV1 within the FC positive group. A significant association between FC positivity and non-tuberculosis mycobacterial (NTM) culture was observed on non-parametric testing (p = 0.022) and regression analysis (p = 0.007). Exposure to indoor mold was a predictor for FC positivity (p = 0.047). There was a trend towards increased lung clearance index (LCI), bronchiectasis and intravenous antibiotic use in the FC positive group. There was no significant difference in biomarkers between FC positive and negative patients.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>
<italic>Aspergillus. fumigatus</italic> is the commonest filamentous fungi cultured from CF airways. We found no difference in the airway biomarker profile between FC positive and negative patients. The role of galactomannan and TNFR2 as fungal specific biomarkers in CF remains uncertain. FC positivity is associated with a lower FEV<sub>1</sub> in younger patients, a lower LCI, NTM positivity, bronchiectasis, and intravenous antibiotic exposure. Larger trials are needed to determine the role of galactomannan and TNF-R2 as potential fungal biomarkers in CF.</p>
</sec>
</abstract>
<kwd-group>
<kwd>biomarkers</kwd>
<kwd>inflammation</kwd>
<kwd>galactomannan</kwd>
<kwd>TNF-R2</kwd>
<kwd>IL-8</kwd>
<kwd>neutrophil</kwd>
<kwd>fungi</kwd>
<kwd>children</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="68"/>
<page-count count="12"/>
<word-count count="6726"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Cystic fibrosis (CF) lung disease involves impaired mucociliary clearance leading to pulmonary inflammation, infection, and a more rapidly declining lung function. The CF airway milieu contains higher levels of pro-inflammatory cytokines in comparison to healthy controls (<xref ref-type="bibr" rid="B60">Sagel, 2009</xref>). Whilst the association between pathogenic bacteria and airway inflammation, infection and disease progression is well established (<xref ref-type="bibr" rid="B33">Hauser et&#xa0;al., 2011</xref>), less is known about the role of fungi in the CF airways and their impact on airway inflammation and lung disease progression. Allergic bronchopulmonary aspergillosis (ABPA) is a well-established complication in CF associated with sensitization to <italic>Aspergillus fumigatus</italic> (<xref ref-type="bibr" rid="B66">Thia and Balfour Lynn, 2009</xref>). In the absence of ABPA, it is not clear whether the detection of fungi in the CF airway in asymptomatic patients reflects simple colonization (innocent bystander effect) or infection contributing to increased airway inflammation (<xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Chotirmall and McElvaney, 2014</xref>).</p>
<p>
<italic>A. fumigatus</italic> is the commonest filamentous fungus isolated from CF airways (<xref ref-type="bibr" rid="B56">Pihet et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B64">Sudfeld et&#xa0;al., 2009</xref>). Improved mycological methods enable the detection of other fungi, including <italic>Aspergillus terreus, Scedosporium apiospermum</italic> complex, <italic>Exophiala dermatitidis</italic>, and <italic>Penicillium</italic> species (<xref ref-type="bibr" rid="B10">Borman et&#xa0;al., 2010</xref>).</p>
<p>The clinical significance of <italic>A. fumigatus</italic> colonization in CF is uncertain. Whilst <xref ref-type="bibr" rid="B61">Saunders et&#xa0;al. (2016)</xref> report a steeper decline in Forced Expiratory Volume in 1 second (FEV1) in their fungal culture positive pediatric CF cohort, studies by <xref ref-type="bibr" rid="B8">Baxter et&#xa0;al. (2013b)</xref> and <xref ref-type="bibr" rid="B20">De Vrankrijker et&#xa0;al. (2011)</xref> found no association between <italic>A. fumigatus</italic> airway colonization and lung function. Other studies have reported greater risk of pulmonary exacerbations requiring hospitalization (<xref ref-type="bibr" rid="B4">Amin, 2010</xref>) and higher rates of bronchiectasis (<xref ref-type="bibr" rid="B43">McMahon et&#xa0;al., 2012</xref>).</p>
<p>The lack of standardization in processing respiratory samples for fungal culture, differing fungal recovery rates between standard culture methods and the insensitivity of certain fungal culture methods (<xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2017</xref>) is likely to contribute to these contradictory findings. The use of modified culture methods using higher amounts of sputum inoculum have shown increased sensitivity in the detection of fungi (<xref ref-type="bibr" rid="B54">Pashley et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B24">Fraczek et&#xa0;al., 2014</xref>).</p>
<p>Exploring the relationship between FC positivity and inflammatory airway biomarkers may help in clarifying the clinical significance of fungi. Attempts at profiling the inflammatory cytokine profile in conjunction with clinical and microbiological profiles in CF is limited to a few well-established biomarkers (<xref ref-type="bibr" rid="B25">Frayman et&#xa0;al., 2017</xref>) such as neutrophil elastase (NE) and interleukin-8 (IL-8) found in higher concentrations in the CF airway (<xref ref-type="bibr" rid="B25">Frayman et&#xa0;al., 2017</xref>). There is a need to identify biomarkers that are specific for pulmonary infections including fungal infection. There is emerging evidence for the novel biomarkers galactomannan and tumor necrosis factor receptor 2 (TNF-R2) for monitoring non-invasive fungal lung disease in CF and asthma (<xref ref-type="bibr" rid="B7">Baxter et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B28">Ghebre et&#xa0;al., 2017</xref>)</p>
<p>Neutrophil-driven airway inflammatory responses play a central role in CF. Activation of the innate immune system following pathogenic exposure results in phagocytosis, release of NE and cytokines (<xref ref-type="bibr" rid="B32">Hartl et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B40">Lammertyn et&#xa0;al., 2017</xref>). IL-1&#x3b2; and TNF-&#x3b1; facilitate recruitment of immune cells to the site of inflammation. Recruitment cytokines such as IL-8 have high neutrophil attracting capacity (<xref ref-type="bibr" rid="B63">Strieter, 2002</xref>), further exacerbating the inflammatory process and resulting in large amounts of neutrophilic intracellular protease and oxidant being released. Activation cytokines (interferon-&#x3b3;, IL-2, IL-12, and TNF-&#x3b1;) augments the T-helper cell response.</p>
<p>Inhalation of fungal spores may result in germination and hyphal growth within the bronchioles (<xref ref-type="bibr" rid="B15">Chotirmall and McElvaney, 2014</xref>). Fungi may subsequently colonize, infect, or induce a spectrum of hypersensitivity reactions within the airways. Galactomannan, a fungal cell wall component, is released during hyphal tissue invasion by <italic>Aspergillus</italic> species and can be detected in body fluids (<xref ref-type="bibr" rid="B44">Mennink-Kersten et&#xa0;al., 2004</xref>). Current literature focusses on the role of galactomannan in invasive pulmonary aspergillosis, but only a few studies to date have aimed to evaluate its role in non-invasive fungal lung disease (<xref ref-type="bibr" rid="B47">Nguyen et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B7">Baxter et&#xa0;al., 2013a</xref>).</p>
<p>Differentiating between filamentous fungi as innocent bystanders and fungal infection, using a combination of clinical parameters and airway biomarkers, may inform antimicrobial strategies. This is particularly important given emerging evidence that CF transmembrane conductance regulator (CFTR) modulators may not alter susceptibility to <italic>A. fumigatus</italic> (<xref ref-type="bibr" rid="B26">Fritsch et&#xa0;al., 2019</xref>). Consequently the role of fungi in CF is likely to present an ongoing clinical challenge, whilst at the same time limiting our therapeutic options due to complex drug interactions (<xref ref-type="bibr" rid="B67">Tracy and Moss, 2018</xref>).</p>
<p>We report a prospective observational cohort study. Our principal aim was to describe the clinical characteristics and airway inflammatory biomarker profile (NE, IL-8, TNF-R2 and galactomannan) in filamentous fungi culture-positive CF patients. We hypothesized that fungal culture positivity in CF is associated with worse lung function and increased airway inflammation.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Setting and Study Population</title>
<p>Children and adults attending tertiary CF centers at the University Hospitals of Leicester NHS trust, UK, were eligible for enrolment if they had a well-documented diagnosis of CF based on the presence of two disease-causing CFTR mutations and/or a sweat chloride &#x2265;60 mmol/L. Exclusion criteria included CF transplant patients. Participants were approached during routine clinical encounters inclusive of inpatient admissions and outpatient visits. Inclusion criteria for this study included having sputum and/or bronchoalveolar (BAL) samples collected. All respiratory samples were obtained when clinically indicated. Samples during the stable state are obtained at all routine clinic visits on a two-monthly basis or as part of their annual comprehensive review process. Further respiratory samples were obtained during periods of exacerbation as defined by Fuch&#x2019;s criteria (<xref ref-type="bibr" rid="B27">Fuchs et&#xa0;al., 1994</xref>). BAL sampling was undertaken when there was no clinical response to a 4&#x2013;6-week course of broad spectrum oral antibiotics without a causative pathogen on respiratory samples.</p>
<p>Written informed consent was obtained from study participants &#x2265;17 years of age. For participants &lt;17 years of age written informed consent was obtained from parents or caregivers. Pediatric patients older than 7 years old also provided written assent. This study was approved for review and anonymized use of patient clinical data as part of the Leicester longitudinal study of respiratory infections and microbiomics in CF by the East Midlands Research Ethics Committee, reference number 12/WM/0285.</p>
</sec>
<sec id="s2_2">
<title>Study Design</title>
<p>Prospective cohort study, including pediatric and adult CF patients, from September 2016 to August 2018. The study protocol included a baseline visit which occurred at a routine clinical encounter during a non-exacerbation period. We obtained paired exacerbation and stable respiratory samples for all study participants who experienced a pulmonary exacerbation during the study period.</p>
</sec>
<sec id="s2_3">
<title>Sputum and Data Collection</title>
<p>Pediatric study participants aged five years and over underwent sputum induction (<xref ref-type="bibr" rid="B52">Paggiaro et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B3">Ahmed et&#xa0;al., 2019</xref>) lung function and serological testing as part of their annual review process during a period of stable disease. Sputum was induced with hypertonic saline in our purpose built negative pressure room dedicated to children. If an insufficient sputum sample was obtained during sputum induction, spontaneously expectorated sputum samples and/or BAL samples were collected according to standardized procedures (<xref ref-type="bibr" rid="B45">Miller et&#xa0;al., 2005</xref>). BAL samples were obtained in theatre under anesthesia as recommended by the ERS task force (<xref ref-type="bibr" rid="B19">De Blic et&#xa0;al., 2000</xref>). Adult patients do not routinely undergo sputum induction and therefore spontaneously expectorated sputum was used during a stable clinical state.</p>
<p>Electronic medical records were used to obtain study data including: patient demographics, CFTR genotype, medications, lung function, serological, clinical microbiology, and radiology results (bronchiectasis on CT chest). Pediatric patients also underwent a multiple nitrogen washout test (<xref ref-type="bibr" rid="B42">Lum et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B18">Davies et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B49">Nuttall et&#xa0;al., 2019</xref>) as part of their annual review process. We assessed the respiratory status (stable versus exacerbation) of all CF patients at the time of sputum collection.</p>
</sec>
<sec id="s2_4">
<title>Respiratory Sample Processing and Storage</title>
<p>For the detection of filamentous fungi, a sensitive approach was used whereby neat sputum plugs were inoculated onto potato dextrose agar plates containing 16 &#xb5;l/ml chloramphenicol, 4 &#xb5;l/ml gentamicin, and 5 &#xb5;l/ml fluconazole (PGCF) (<xref ref-type="bibr" rid="B54">Pashley et&#xa0;al., 2012</xref>). Samples were incubated at 37&#xb0;C for up to seven days. We identified fungi based on macroscopic and microscopic features (<xref ref-type="bibr" rid="B30">Greer et&#xa0;al., 1997</xref>). For bacterial cultures the British National Standard method for investigating sputum was used in accordance with the UK CF Trust Microbiology Standards Working Group recommendations (<xref ref-type="bibr" rid="B57">Public Health England, 2019</xref>). Sputum was homogenised with 0.1% dithiothreitol (DTT) and 10 &#xb5;l of this mixture was diluted in 5&#xa0;ml distilled water. A sterile loop was used to simultaneously inoculate 1 &#xb5;l onto the following culture media: (1) mannitol salt/chromogenic agar, (2) cystine-lactose-electrolyte-deficient (CLED) agar, (3) <italic>Burkholderia cepacia</italic> selective agar, and (4) <italic>Mycobacterium species</italic> selective agar at 35&#x2013;37&#xb0;C. All samples were incubated for 48&#xa0;h to five days, except for <italic>Mycobacterium</italic> selective culture, which requires incubation for up to eight weeks.</p>
<p>Supernatant from sputum and/or BAL samples were obtained following homogenisation with 0.1% DTT, followed by vortexing, filtering and a centrifugation step as per our local SOP (<xref ref-type="bibr" rid="B9">Bhatt, 2016</xref>).</p>
</sec>
<sec id="s2_5">
<title>Cohort Characterization</title>
<p>Participants were categorized into the following groups; A) fungal culture positive and B) fungal culture negative based on absence of filamentous fungi on culture. Further sub-group analysis included paired samples obtained during pulmonary exacerbation and a clinically stable state. Pulmonary exacerbation was defined by Fuch&#x2019;s criteria and stable disease included the absence of Fuch&#x2019;s criteria (<xref ref-type="bibr" rid="B27">Fuchs et&#xa0;al., 1994</xref>). Colonization with a known CF pathogen was defined as &#x2265;50% respiratory samples positive for the same bacteria on routine culture within a 12-month period (<xref ref-type="bibr" rid="B41">Liu et&#xa0;al., 2013</xref>).</p>
<p>Participants were deemed to have allergic bronchopulmonary aspergillosis (ABPA) (<xref ref-type="bibr" rid="B6">Barton et&#xa0;al., 2008</xref>) if they had suggestive clinical features including; a total serum IgE &gt;500 kU/L and a raised specific IgE to <italic>A. fumigatus</italic> of &gt;0.35 kUA/L (<xref ref-type="bibr" rid="B66">Thia and Balfour Lynn, 2009</xref>).</p>
</sec>
<sec id="s2_6">
<title>Sputum Cell Differentials</title>
<p>Cytoslides were prepared by fix air-drying in 100% methanol for five minutes followed by staining using RapiDiff II (Bios Europe) staining kit according to protocol (<xref ref-type="bibr" rid="B53">Parker, 2018</xref>). The cytoslides were used to determine the leukocyte differential cell count (<xref ref-type="bibr" rid="B11">Brightling et&#xa0;al., 2000</xref>).</p>
</sec>
<sec id="s2_7">
<title>ELISA Biomarker Assays</title>
<p>Inflammatory cytokine profiles were measured in sputum supernatants; We estimated NE using the PMN Human Elastase ELISA kit (Invitrogen&#x2122;), IL-8 using the Human IL-8 ELISA Kit (ThermoFisher Scientific), galactomannan using the Platelia&#x2122; Enzyme Immunoassay <italic>Aspergillus</italic> antigen<sup>&#xa9;</sup> (Bio-Rad) kit and TNF-R2 using the Human Tumor Necrosis Factor Receptor II (soluble TNF-R2) ELISA kit (Invitrogen &#x2122;). All ELISA assays were performed in accordance with individual manufacturer&#x2019;s instructions. Results of NE, IL-8, and TNF-R2 assays were interpreted using standard curves appropriate for individual kit protocols. Galactomannan was measured using ratios of optical densities (OD). A positive result was based on a GM optical density index (ODI) of &#x2265;0.5.</p>
<p>An optimization step was undertaken due to homogenization of our respiratory samples with DTT. All inflammatory mediator kits underwent preparation of standards with and without DTT for comparison. This validation step did not demonstrate any significant variations in the concentration of standards for biomarker assay kits.</p>
</sec>
<sec id="s2_8">
<title>Statistical Analysis</title>
<p>We present summary statistics as median (range) for continuous data and as frequency (%) for categorical data. The comparison of baseline characteristics across both groups of fungal culture was performed using Mann-Whitney U test for continuous data and Chi-squared tests for categorical data. Analysis of normally distributed data including the association of lung function with age was performed using the independent samples t-test. Statistical significance was at the 0.05 level. The association between clinical characteristics across both categories of fungal culture was investigated with the use of a binomial regression model and reported as p-values (Wald test) and odds ratios (OR). The following independent variables; age, antibiotic use, bronchiectasis, lung function and immunological markers on serology were used for this logistic regression model to determine the association with fungal culture positivity (dependent variable).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Cohort Characteristics</title>
<p>Sixty-one of the 73 patients enrolled provided respiratory specimens and were subsequently eligible for inclusion in our study. Twelve patients were excluded as no respiratory sample for fungal culture was obtained (<xref ref-type="fig" rid="f1">
<bold>Figure 1</bold>
</xref>). A total of 76 respiratory specimens were processed for fungal culture, which comprised of 72 sputum and four BAL samples. Median age at recruitment was 17 years (range 6 months&#x2013;59 years) with 29 male participants and a median percent predicted FEV<sub>1</sub> of 77% (range 21&#x2013;120%). All 61 participants provided a sputum sample during the stable state, of whom 43 patients also produced respiratory samples suitable for biomarker analysis. Of the respiratory samples that underwent biomarker analysis (n = 43), only three samples were derived from BAL. Fifteen patients provided a further respiratory sample during clinical exacerbation to enable comparison with their paired stable state sample.</p>
<fig id="f1" position="float">
<label>Figure 1</label>
<caption>
<p>Consort diagram.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-10-605241-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Clinical Characteristics in Relation to Fungal Culture</title>
<p>Thirty-one patients (49%) cultured filamentous fungi from their sputum and/or BAL during a clinically stable state. Concomitant growth of <italic>A. fumigatus</italic> and yeast was the commonest (60%) within the fungal culture positive group, followed by <italic>A. fumigatus</italic> alone (40%). No other filamentous fungi were detected.</p>
<p>The median age within the fungal culture positive cohort was 15 years (range 7&#x2013;53 years). No child under age seven years was observed to be fungal culture positive. Patient demographics, clinical data and cultured pathogens are presented in <xref ref-type="table" rid="T1">
<bold>Table 1</bold>
</xref>. No significant differences were observed between the distribution of age, BMI, genetics, indoor mold exposure (as defined by the presence of self-reported household mold) and pancreatic status between the two groups.</p>
<table-wrap id="T1" position="float">
<label>Table 1</label>
<caption>
<p>Clinical characteristics in CF with and without positive sputum for filamentous fungi at stable state.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" colspan="2" align="center">Fungal culture positive</th>
<th valign="top" colspan="2" align="center">Fungal culture negative</th>
<th valign="top" align="center">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Total N</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Total N</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Male n (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">13 (43%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">16 (52%)</td>
<td valign="top" align="center">0.517</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">15 (7&#x2013;53)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">16 (0.5&#x2013;59)</td>
<td valign="top" align="center">0.919</td>
</tr>
<tr>
<td valign="top" align="left">DF508 homozygous n (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">13 (43%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">14 (45%)</td>
<td valign="top" align="center">0.886</td>
</tr>
<tr>
<td valign="top" align="left">Pancreatic insufficient n (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">26 (87%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">28 (90%)</td>
<td valign="top" align="center">0.654</td>
</tr>
<tr>
<td valign="top" align="left">BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">20.8 (13.5&#x2013;30.1)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">19.5 (15.3&#x2013;27.6)</td>
<td valign="top" align="center">0.573</td>
</tr>
<tr>
<td valign="top" align="left">Indoor mold exposure n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">12 (40%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">9 (29%)</td>
<td valign="top" align="center">0.659</td>
</tr>
<tr>
<td valign="top" align="left">Ivacaftor n (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">1 (3%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">3 (10%)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Prophylactic antibiotics n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">16 (55%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">17 (56%)</td>
<td valign="top" align="center">0.993</td>
</tr>
<tr>
<td valign="top" align="left">Nebulized antibiotics n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">14 (48%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">14 (47%)</td>
<td valign="top" align="center">0.992</td>
</tr>
<tr>
<td valign="top" align="left">Inhaled steroids n (%)</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">19 (68%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">10 (32%)</td>
<td valign="top" align="center">
<bold>0.008</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Oral steroids n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">3 (10%)</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">1 (3%)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">3 monthly ivab n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">11 (38%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">5 (17%)</td>
<td valign="top" align="center">0.185</td>
</tr>
<tr>
<td valign="top" align="left">SA colonization n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">6 (21%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">4 (13%)</td>
<td valign="top" align="center">0.753</td>
</tr>
<tr>
<td valign="top" align="left">PA colonization n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">8 (28%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">9 (30%)</td>
<td valign="top" align="center">0.979</td>
</tr>
<tr>
<td valign="top" align="left">Previous NTM n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">12 (41%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">3 (10%)</td>
<td valign="top" align="center">
<bold>0.022</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">Bronchiectasis on CT n (%)</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">13 (76%)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">7 (64%)</td>
<td valign="top" align="center">0.225</td>
</tr>
<tr>
<td valign="top" align="left">ABPA n (%)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">4 (14%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">6 (20%)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Total IgE (KU/L)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">156 (5&#x2013;4,433)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">76 (3&#x2013;4,273)</td>
<td valign="top" align="center">0.260</td>
</tr>
<tr>
<td valign="top" align="left">Asp. IgE (KUA/L)</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">0.33 (0&#x2013;41)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">0.05 (0&#x2013;37.8)</td>
<td valign="top" align="center">0.378</td>
</tr>
<tr>
<td valign="top" align="left">Asp. IgG (mg/L)</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">58 (15&#x2013;185)</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">52 (6.8&#x2013;181)</td>
<td valign="top" align="center">0.139</td>
</tr>
<tr>
<td valign="top" align="left">FEV<sub>1</sub> predicted (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">72 (21&#x2013;122)</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">80 (24&#x2013;131)</td>
<td valign="top" align="center">0.920</td>
</tr>
<tr>
<td valign="top" align="left">FEV<sub>1</sub>/FVC (%)</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">70 (32&#x2013;97)</td>
<td valign="top" align="center">28</td>
<td valign="top" align="center">72 (41&#x2013;92)</td>
<td valign="top" align="center">0.767</td>
</tr>
<tr>
<td valign="top" align="left">LCI</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">11.6 (7.75&#x2013;20.72)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">7.84 (6.41&#x2013;13.85)</td>
<td valign="top" align="center">0.972</td>
</tr>
<tr>
<td valign="top" align="left">Sputum lymphocyte count (%)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">0 (0&#x2013;0.5)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0 (0&#x2013;5.75)</td>
<td valign="top" align="center">0.289</td>
</tr>
<tr>
<td valign="top" align="left">Sputum macrophage count (%)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">2.75 (0&#x2013;32)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">2 (0.25&#x2013;28.25)</td>
<td valign="top" align="center">0.511</td>
</tr>
<tr>
<td valign="top" align="left">Sputum eosinophil count (%)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">0.1 (0&#x2013;2.75)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">0.25 (0&#x2013;14.5)</td>
<td valign="top" align="center">0.631</td>
</tr>
<tr>
<td valign="top" align="left">Sputum neutrophil count (%)</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">94.88 (67.75&#x2013;99.5)</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">92.75 (10.25&#x2013;98.5)</td>
<td valign="top" align="center">0.887</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>IVAB, Intravenous antibiotics; ICS, inhaled corticosteroid; SA, Staphylococcal aureus; PA, Pseudomonas aeruginosa, NTM, non-tuberculous mycobacteria; IgE, Immunoglobulin E; Asp IgE, Aspergillus specific IgE; Asp IgG, Aspergillus specific immunoglobulin G; FEV1, Forced expiratory volume in one second; FVC, Forced vital capacity; LCI, Lung clearance index. Colonization is defined as &gt;50% samples positive over 12-month period.</p>
</fn>
<fn>
<p>Categorical data is presented as frequency (n) and analyzed using Chi-squared test. Continuous data is presented as median and range. Non-parametric data was analyzed as comparison of medians across groups using the Mann-Whitney U test. Statistical significance was defined as P value &lt; 0.05.</p>
<p>Bold values signify statistical significance at P &lt; 0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We observed significantly higher rates of non-tuberculous mycobacteria (NTM) isolates within the fungal culture positive sub-group (p = 0.022). This finding was not noted for co-colonization with other bacteria such as <italic>Staphylococcus aureus</italic> or <italic>Pseudomonas aeruginosa</italic>.</p>
<p>We report greater use of inhaled corticosteroids within the FC positive cohort compared to the FC negative cohort (p = 0.008).</p>
<p>A binomial regression analysis was carried out to predict whether fungal culture positivity is associated with clinical characteristics including age, sex, mold exposure, routine microbiology, medication use, and lung function. Fungal culture positivity was 14 times more likely in the presence of NTM (p= 0.007) and five times more likely with indoor mold exposure (p = 0.047). Although not statistically significant, the use of three-monthly intravenous antibiotic was four times more likely to be associated with fungal culture positivity. Significant associations for the predictor of fungal culture positivity were not demonstrated for other independent variables highlighted in <xref ref-type="table" rid="T2">
<bold>Table 2</bold>
</xref>. Missing values within the binomial regression model were accounted for by use of median values (N &lt;4 for independent variables including prophylactic, nebulized and intravenous antibiotic use, lung function, microbiology and serological markers). Due to multiple missing values for the independent variables LCI and bronchiectasis, a regression model could not be utilized without introducing significant bias.</p>
<table-wrap id="T2" position="float">
<label>Table 2</label>
<caption>
<p>Binomial regression analysis of clinical characteristics in relation to fungal culture positivity.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Variable</th>
<th valign="top" align="center">P value</th>
<th valign="top" align="center">Exp(B)/OR 95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years)<break/>Sex</td>
<td valign="top" align="center">0.542<break/>0.220</td>
<td valign="top" align="center">1.024 (0.948&#x2013;1.107)<break/>0.354 (0.067&#x2013;1.860)</td>
</tr>
<tr>
<td valign="top" align="left">Pancreatic insufficiency</td>
<td valign="top" align="center">0.469</td>
<td valign="top" align="center">0.167 (0.396&#x2013;7.486)</td>
</tr>
<tr>
<td valign="top" align="left">Indoor mold exposure</td>
<td valign="top" align="center">
<bold>0.047</bold>
</td>
<td valign="top" align="center">5.217 (1.025&#x2013;26.545)</td>
</tr>
<tr>
<td valign="top" align="left">Prophylactic antibiotic use</td>
<td valign="top" align="center">0.546</td>
<td valign="top" align="center">0.635 (0.146&#x2013;2.773)</td>
</tr>
<tr>
<td valign="top" align="left">Nebulized antibiotic use</td>
<td valign="top" align="center">0.801</td>
<td valign="top" align="center">0.822 (0.180&#x2013;3.750)</td>
</tr>
<tr>
<td valign="top" align="left">3 monthly ivab exposure</td>
<td valign="top" align="center">0.108</td>
<td valign="top" align="center">4.761 (0.712&#x2013;31.836)</td>
</tr>
<tr>
<td valign="top" align="left">FEV<sub>1</sub> predicted (%)</td>
<td valign="top" align="center">0.351</td>
<td valign="top" align="center">0.985 (0.953&#x2013;1.017)</td>
</tr>
<tr>
<td valign="top" align="left">S. aureus</td>
<td valign="top" align="center">0.514</td>
<td valign="top" align="center">1.845 (0.293&#x2013;11.601)</td>
</tr>
<tr>
<td valign="top" align="left">P. aeruginosa</td>
<td valign="top" align="center">0.869</td>
<td valign="top" align="center">1.175 (0.170&#x2013;7.984)</td>
</tr>
<tr>
<td valign="top" align="left">NTM</td>
<td valign="top" align="center">
<bold>0.007</bold>
</td>
<td valign="top" align="center">14.263 (2.064&#x2013;98.540)</td>
</tr>
<tr>
<td valign="top" align="left">Total IgE (KU/L)</td>
<td valign="top" align="center">0.264</td>
<td valign="top" align="center">1.001 (0.999&#x2013;1.002)</td>
</tr>
<tr>
<td valign="top" align="left">Asp. IgE (KUA/L)</td>
<td valign="top" align="center">0.307</td>
<td valign="top" align="center">0.930 (0.810&#x2013;1.069)</td>
</tr>
<tr>
<td valign="top" align="left">Asp. IgG (mg/L)</td>
<td valign="top" align="center">0.401</td>
<td valign="top" align="center">1.007 (0.990&#x2013;1.025)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>IVAB, Intravenous antibiotics; Forced expiratory volume in one second; IgE, Immunoglobulin E; Asp IgE, Aspergillus specific IgE; Asp IgG, Aspergillus specific immunoglobulin G. P values are derived from the Wald test with statistical significance defined as &lt;0.05.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The trend in lung function measures in relation to age and fungal culture positivity is shown in <xref ref-type="fig" rid="f2">
<bold>Figure 2</bold>
</xref>. The mean FEV1 is lower within the fungal culture positive cohort at all ages with the exception of the over 30-year group. A significantly lower FEV1 was noted within the 21&#x2013;30-year old fungal-culture positive group (p = 0.015). Although not statistically significant, we noted a higher FEV1 within the over 30-year old fungal-culture positive subgroup.</p>
<fig id="f2" position="float">
<label>Figure 2</label>
<caption>
<p>Histogram representing differing age groups in relation to fungal culture (FC) positivity and percentage predicted Forced Expiratory Volume in 1 second (FEV<sub>1</sub>). The lung function data is presented as the standard error of mean per age category. The mean FEV<sub>1</sub> is lower within all age groups within the FC positive group with the exception of the over 30-year sub-group; 0&#x2013;10 years (FC positive mean 89%, 95% CI 64&#x2013;113; FC negative mean 103%, 95% CI 84&#x2013;122, p = 0.25), 11&#x2013;20 years (FC positive mean 76%, 95% CI 63&#x2013;90; FC negative mean 89%, 95% CI 77&#x2013;100, p = 0.225), 21&#x2013;30 years (FC positive mean 48%, 95% CI 29&#x2013;68; FC negative mean 70%, 95% CI 48&#x2013;92, p = 0.015) and &gt;30 years (FC positive mean 61%, 95% CI 8&#x2013;129; FC negative mean 46%, CI 28&#x2013;64, p = 0.434).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-10-605241-g002.tif"/>
</fig>
<p>Although not significant, we also note an increased LCI within the fungal culture positive cohort at all ages in comparison to the fungal culture negative cohort.</p>
<p>Similar rates of ABPA were noted between the two cohorts with 13% in the fungal culture positive group (n = 4) and 19% in the fungal culture negative group (n = 6).</p>
</sec>
<sec id="s3_3">
<title>Biomarker Analysis</title>
<sec id="s3_3_1">
<title>Neutrophil Elastase</title>
<p>All samples were processed for NE however only 33/43 (77%) yielded a result as ten readings were unavailable due to insufficient sample. Twenty four of the 33 samples (73%) had a detectable NE value of &#x2265;0.1 ng/ml (reference range 0.16&#x2013;10 ng/ml). The remaining samples had a value of &lt;0.1 ng/ml, which fell outside of the detectable range on the standard curve. There was no significant difference in NE between the fungal culture positive group (median value 0.1 ng/ml, range 0.1&#x2013;10) and the fungal culture negative group (median 0.1 ng/ml, range 0.1&#x2013;2.3, p = 0.107) (<xref ref-type="fig" rid="f3">
<bold>Figure 3A</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure 3</label>
<caption>
<p>Quantitative airway biomarker measurements in relation to fungal culture positivity. <bold>(A)</bold> neutrophil elastase with the fungal culture positive group having a median value of 0.1 ng/ml (range 0&#x2013;10) and the culture negative group had a median of 0.1 (range 0&#x2013;2.3); p = 0.107. <bold>(B)</bold> interleukin-8 with a median of 1,430.45 pg/ml (range 62.9&#x2013;2,296.2) within the fungal culture positive group and a median of 1,128.3 (range 455.2&#x2013;1,921.7) within the fungal culture negative group; p = 0.871. <bold>(C)</bold> tumour necrosis factor receptor 2 (TNF-R2) with a median of &lt;2 ng/ml within both subgroups. <bold>(D)</bold> galactomannan values represented as optical density index (ODI) with the fungal culture group having a median of 0.09 (range 0.06&#x2013;0.92) and the culture negative group with a median of 0.08 (range 0.066&#x2013;1.44); p = 0.143. Individual data, median and interquartile range are shown. Comparison of medians between groups were undertaken using the Mann-Whitney U test for non-parametric data.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-10-605241-g003.tif"/>
</fig>
<p>Two patients had high NE levels (&gt; 10 ng/ml), both of whom were fungal culture positive. The first patient had serological evidence of ABPA with a serum IgE of 4433 kU/L, <italic>Aspergillus</italic> specific IgE of 25.1 kUA/L, and an <italic>Aspergillus</italic> specific IgG of 130 mg/L. This patient was receiving three-monthly intravenous antibiotics and nebulized antibiotics as part of M<italic>ycobacterium abscessus</italic> eradication regime. The second patient had mixed growth of <italic>A. fumigatus</italic> and <italic>Haemophilus influenzae</italic> on sputum culture, no pre-existing history of fungal lung disease, normal serological markers, and was not receiving regular intravenous antibiotics.</p>
</sec>
<sec id="s3_3_2">
<title>Interleukin-8</title>
<p>Sufficient sputum was available for 23 samples to be tested for IL-8 (reference range 15.6&#x2013;1,000 pg/ml). All assays yielded a detectable result of &gt;62 pg/ml (reference range 15.6&#x2013;1,000 pg/ml) (<xref ref-type="fig" rid="f3">
<bold>Figure 3B</bold>
</xref>). Sixteen of the 23 respiratory samples (70%) tested were from fungal culture positive patients. The comparative median and ranges of IL-8 between the fungal culture positive and negative groups are reported in <xref ref-type="fig" rid="f3">
<bold>Figure 3</bold>
</xref>. There was no significant difference in IL-8 between the fungal culture positive and negative sub-groups (p = 0.871).</p>
</sec>
<sec id="s3_3_3">
<title>Tumor Necrosis Factor Receptor 2</title>
<p>All respiratory samples were tested for TNF-R2 (reference range 2&#x2013;142 ng/ml). Eight patients (19%) had a detectable level of &#x2265;2 ng/ml (<xref ref-type="fig" rid="f3">
<bold>Figure 3C</bold>
</xref>). Five of the eight were fungal culture positive. Both groups had a median TNF-R2 below the detectable range of the assay.</p>
<p>Participants with detectable TNF-R2 levels were not noted to have any discernible patterns to lung function impairment, lung clearance index, serological markers, intravenous antibiotic use, or radiological evidence of bronchiectasis on CT.</p>
</sec>
<sec id="s3_3_4">
<title>Galactomannan</title>
<p>There was enough sputum for galactomannan testing available for 32 patients. Only four had a positive result with &#x2265;0.5 ODI, three of which fell into the fungal culture positive group (<xref ref-type="fig" rid="f3">
<bold>Figure 3B</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s3_4">
<title>Paired Sputum Analysis</title>
<p>Fifteen patients provided paired sputum samples obtained at routine exacerbation and stable state visits. Ten (67%) were positive for filamentous fungi during an exacerbation state and seven (50%) during the stable state. All but two participants&#x2019; samples were culture positive for <italic>A. fumigatus</italic>. The other two samples were positive for either <italic>Penicillium species</italic> or <italic>Aspergillus niger</italic>, both during the acute exacerbation state. <xref ref-type="fig" rid="f4">
<bold>Figure 4</bold>
</xref> demonstrates a higher proportion of concomitant bacterial growth during the exacerbation state. Ninety-three percent had mixed bacterial and fungal growth during acute exacerbation in comparison to 60% during the stable state. Seven patients had the same bacterial species detected during exacerbation and stable states and represented chronic colonization. No participants during exacerbation were fungal culture negative and exhibiting only normal respiratory flora, compared to 20% (n = 3) at stable state.</p>
<fig id="f4" position="float">
<label>Figure 4</label>
<caption>
<p>Pie charts showing bacterial and filamentous fungal isolates cultured from respiratory samples during <bold>(A)</bold> stable state and <bold>(B)</bold> acute exacerbation. F&amp;B; concomitant fungal and bacterial growth, F; fungal only, B; bacterial only, nrf; normal respiratory flora. Fungi cultured: A.f. <italic>Aspergillus fumigatus</italic>, A.n. <italic>Aspergillus niger</italic>, P. sp. <italic>Penicillium</italic> sp. Bacteria cultured: A. sp. <italic>Achromobacter</italic> sp., H.i. <italic>Haemophilus influenzae</italic>, P.a. <italic>Pseudomonas aeruginosa</italic>, S.a. <italic>Staphylococcus aureus</italic>, MRSA methicillin resistant <italic>S. aureus</italic>, S.m. <italic>Strenotrophomonas maltophilia</italic>, S.p. <italic>Streptococcus pneumoniae</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-10-605241-g004.tif"/>
</fig>
<p>Due to a lack of sufficient sputum volume, only three paired samples were available for biomarker comparison between pulmonary exacerbation and stable disease. NE (1.2 ng/ml exacerbation vs 0.05 ng/ml during stable state) and GM (0.5 OD exacerbation vs 0.14 OD stable) were higher during pulmonary exacerbation (p &lt; 0.001), with a trend towards higher IL-8 levels during the exacerbation state (1,842.4 pg/ml exacerbation vs 1,335.3 pg/ml during stable).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Our study is the first to describe CF airway biomarkers in relation to fungal culture positivity. We report the relationship between airway fungal culture positivity, airway biomarkers and clinical, radiological and microbiological characteristics in children and adults with CF.</p>
<p>The clinical relevance of fungal airway colonization and its impact on lung disease progression in CF is unclear. In keeping with previous reports, we found that <italic>A. fumigatus</italic> was the most frequently isolated fungal species (<xref ref-type="bibr" rid="B56">Pihet et&#xa0;al., 2009</xref>). Colonization with <italic>A. fumigatus</italic> has been associated with more advanced CF lung disease (<xref ref-type="bibr" rid="B58">Ramsey et&#xa0;al., 2014</xref>), lower lung function (<xref ref-type="bibr" rid="B4">Amin, 2010</xref>; <xref ref-type="bibr" rid="B61">Saunders et&#xa0;al., 2016</xref>) and greater risk of pulmonary exacerbations requiring hospitalization (<xref ref-type="bibr" rid="B4">Amin, 2010</xref>). In our study, the fungal culture positive group, with the exception of the over 30-year old sub-group, had a lower mean FEV1 across all younger age groups. Our findings of a higher FEV1 within the FC positive subgroup for the over 30-year age group, may be a reflection of participants surviving with milder CF lung disease.</p>
<p>LCI derived from multiple breath washout is a more sensitive marker of lung disease progression compared to spirometry, allowing non-invasive monitoring of small airways disease. A study by Walicka-Serzysko et&#xa0;al. demonstrated a higher LCI in CF patients with <italic>A. fumigatus</italic> (<xref ref-type="bibr" rid="B68">Walicka-Serzysko et&#xa0;al., 2019)</xref>. We also found higher LCI&#x2019;s in fungal culture positive patient but this did not reach statistical significance.</p>
<p>The primary focus of previous studies have included exploring the association between <italic>A. fumigatus</italic> and clinical outcomes, there is a paucity of information exploring fungal airway colonization and its impact on markers of airway inflammation. It is well established that the CF airway milieu contains higher levels of pro-inflammatory cytokines in comparison to healthy controls (<xref ref-type="bibr" rid="B60">Sagel, 2009</xref>). Evidence for pulmonary inflammation in surveillance BAL such as raised NE and IL-8 in the CF airways is present, even in the absence of clinically apparent lung disease (<xref ref-type="bibr" rid="B5">Armstrong et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B25">Frayman et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B36">Khan et&#xa0;al., 2019</xref>). Sly et&#xa0;al. have reported a link between high NE levels within the CF airways and the subsequent development of bronchiectasis (<xref ref-type="bibr" rid="B62">Sly et&#xa0;al., 2009</xref>). Whether fungal colonization exacerbates underlying airway inflammation, resulting in higher levels of airway biomarkers and therefore further driving lung disease progression requires further study. Exploring this relationship is complicated by the difficulty in separating the effect of bacteria and fungi present in respiratory cultures.</p>
<p>In our study, only one-third of patients were fungal culture positive without the presence of concomitant pathogenic bacteria, making the direct attribution of inflammation to a positive fungal culture problematic. We found no significant difference between NE and IL-8 between the fungal culture positive and negative groups. Two patients with very high levels of NE were fungal culture positive but these low numbers preclude any firm conclusion. Studies have shown improvements in NE and IL-8 levels following treatment of an exacerbation (<xref ref-type="bibr" rid="B51">Ordonez et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B16">Colombo et&#xa0;al., 2005</xref>). Evidence suggests NE activity is higher during exacerbation and is responsive to antibiotics (<xref ref-type="bibr" rid="B13">Chalmers et&#xa0;al., 2017</xref>). Whilst we acknowledge our small number of paired patient samples due to difficulty in obtaining sufficient sputum volumes, we report higher levels of NE and IL-8 during pulmonary exacerbation compared to the stable state.</p>
<p>Galactomannan may be a useful screening test for invasive pulmonary aspergillosis (<xref ref-type="bibr" rid="B37">Kimura et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B65">Talento et&#xa0;al., 2017</xref>). The diagnostic usefulness of galactomannan assays in patients with non-invasive fungal lung disease in CF, such as ABPA and chronic pulmonary aspergillosis remains uncertain (<xref ref-type="bibr" rid="B47">Nguyen et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B38">Kitasato et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B23">Fayemiwo et&#xa0;al., 2017</xref>). We found that only four patients (13%) within our cohort had a positive result for galactomannan. There were no significant difference in the absolute values of galactomannan between the fungal culture positive and negative groups. Contrary to our study findings, galactomannan has been reported as a sensitive method of detecting <italic>Aspergillus</italic> in sputum in comparison to fungal cultures (<xref ref-type="bibr" rid="B7">Baxter et&#xa0;al., 2013a</xref>), even in the absence of invasive disease. Baxter et&#xa0;al. used sputum samples homogenized with Sputasol (commercial product containing DTT) and sonication. In comparison we used homogenized sputum supernatants without sonication, which may have decreased the overall yield.</p>
<p>There is emerging evidence implicating TNF-R2 as a possible airway biomarker in fungal associated asthma. Ghebre et&#xa0;al. noted significantly higher TNF-R2 levels in adults with asthma who were fungal culture positive (<xref ref-type="bibr" rid="B28">Ghebre et&#xa0;al., 2017</xref>). Our study is the first to analyze TNF-R2 as a potential biomarker of inflammation in adults and children with cystic fibrosis. Overall, we detected TNF-R2 in only 19% of our patients. Within the limitations of our modest number of patients with detectable TNF-R2 levels, we found no association with adverse clinical outcomes. Whilst Ghebre et&#xa0;al. concluded that TNF-R2 may diminish the inflammatory response to <italic>A. fumigatus</italic>, the exact mechanism for this and its clinical implications in CF is unknown. Interestingly, Ghebre et&#xa0;al. concluded that TNF-R2 appears to be a strong discriminator of exacerbation in children and adults with asthma (<xref ref-type="bibr" rid="B29">Ghebre et&#xa0;al., 2019</xref>). Further studies in CF are required to determine if a similar relationship exists between fungal culture positivity, exacerbation states and higher TNF-R2 levels.</p>
<p>We found that the fungal culture positive subgroup had greater previous and/or current positive sputum isolates for non-tuberculous mycobacteria. This is in keeping with previous literature where it has been proposed that <italic>Mycobacterium</italic> superinfection can occur alongside aspergillosis (<xref ref-type="bibr" rid="B17">Cui et&#xa0;al., 2013</xref>). The proposed theories include a synergistic relationship which enhances their resistance to environmental change such as use of broad-spectrum antibiotics (<xref ref-type="bibr" rid="B35">Kerr, 1994</xref>; <xref ref-type="bibr" rid="B17">Cui et&#xa0;al., 2013</xref>).</p>
<p>Within our CF cohort, we report higher rates of fungal culture positivity with indoor mold exposure. Evidence suggests a link between indoor fungal contamination and ABPA. Reports linking airway fungal colonization and mold exposure in CF are scarce (<xref ref-type="bibr" rid="B59">Rocchi et&#xa0;al., 2015</xref>). Fairs et&#xa0;al. reported environmental mold exposure may predispose asthmatics to airway colonization (<xref ref-type="bibr" rid="B22">Fairs et&#xa0;al., 2013</xref>) and whether this also occurs in CF patients is unclear and requires further study.</p>
<p>Although not statistically significant we observed a higher rate of bronchiectasis in the fungal culture positive cohort with 76% having radiological evidence of this on CT chest, in comparison to 64% of the culture negative cohort. Similar associations have been reported between <italic>A. fumigatus</italic> and higher radiological scores with more significant bronchiectasis (<xref ref-type="bibr" rid="B43">McMahon et&#xa0;al., 2012</xref>).</p>
<p>Whilst over 35% of our fungal culture positive cohort received three-monthly intravenous antibiotics, only 16% of fungal culture negative group were exposed to regular antibiotics. Several studies have shown an association between the use of broad-spectrum antimicrobials and <italic>A. fumigatus</italic> airway colonization (<xref ref-type="bibr" rid="B12">Burns et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B34">Hodson et&#xa0;al., 2002</xref>). The use of regular intravenous antibiotics are typically reserved for patients with more severe lung disease and/or bacterial colonization. The concept of regular exposure to broad spectrum antimicrobials reducing competition for surfaces and limited nutrients, therefore promoting fungal adhesion, growth and colonization has therefore been proposed (<xref ref-type="bibr" rid="B50">Oever and Netea, 2014</xref>). However, a study by Baxter et&#xa0;al. reported a significant decline in the bioburden of <italic>Aspergillus</italic> when they compared pre- and post-antibiotic sputum samples from 26 adult CF patients (<xref ref-type="bibr" rid="B8">Baxter et&#xa0;al., 2013b</xref>). Therefore, the use of antimicrobials for well-established CF pathogens and its impact on <italic>A. fumigatus</italic> remains poorly understood.</p>
<p>We report a significantly higher rate of inhaled corticosteroid use within the FC positive cohort. This is a well-established finding in existing literature whereby the use of inhaled and/or systemic corticosteroids are known to promote <italic>A. fumigatus</italic> growth (<xref ref-type="bibr" rid="B48">Noni et&#xa0;al., 2015</xref>).</p>
<p>Our study limitations include a modest sample size, in particular for the paired sample analysis. The presence of significant numbers of non-sputum producing children in our study cohort means that we were unable to obtain sufficient volumes to complete ELISA biomarker and sputum cell differential analysis for all patients. We included a combination of sputum and BAL samples to enhance our sample size and to allow inclusion of non-sputum producing children within our study cohort. In order to minimize bias resulting from salivary contamination of respiratory samples, we included BAL samples when clinically indicated and where we were unable to obtain spontaneous or induced sputum samples.</p>
<p>Secondly, published studies report a wide range of prevalence in the detection of filamentous fungi (<xref ref-type="bibr" rid="B46">Nagano et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B54">Pashley et&#xa0;al., 2012</xref>) due to sampling techniques and culture conditions, it is likely that the true prevalence of fungi in CF is underestimated. To overcome this we used a modified fungal culture approach, which has been shown to be a more sensitive for the detection of filamentous fungi (<xref ref-type="bibr" rid="B54">Pashley et&#xa0;al., 2012</xref>). Whilst it is possible that our approach is detecting low levels of fungi that are not truly colonizing the lower airways, the association between higher culture rates and worse lung function in both this and the adult asthma studies (<xref ref-type="bibr" rid="B21">Fairs et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B2">Agbetile et&#xa0;al., 2012</xref>) that have utilized this more sensitive culture method would suggest the detection may be clinically relevant. An alternative approach to culture may be to utilize a molecular technique such as quantitative polymerase chain reaction (qPCR), which is commercially available for <italic>A. fumigatus</italic> and a limited number of other <italic>Aspergillus</italic> species (<xref ref-type="bibr" rid="B31">Guegan et&#xa0;al., 2018</xref>). Both modified fungal culture and <italic>Aspergillus</italic> quantitative PCR have been shown to be more sensitive than the NHS routine approach (<xref ref-type="bibr" rid="B57">Public Health England, 2019</xref>) for identifying <italic>A. fumigatus</italic> from respiratory secretions (<xref ref-type="bibr" rid="B24">Fraczek et&#xa0;al., 2014</xref>). It should be noted, however, that the current commercial qPCR assays, whilst based on quantitative technology, are used for determining the presence or absence of a fungus only, and will amplify DNA from dead as well as live fungal material.</p>
<p>Our study reports on the short-term clinical outcomes associated with FC positivity in CF given the cross-sectional methodology used. Whilst the long-term outcomes of ABPA and serological sensitization are well-described with evidence of lung function decline (<xref ref-type="bibr" rid="B39">Kraemer et&#xa0;al., 2006</xref>), increased need for intravenous antibiotics (<xref ref-type="bibr" rid="B55">Peetermans et&#xa0;al., 2014</xref>) and bronchiectasis (<xref ref-type="bibr" rid="B1">Agarwal et&#xa0;al., 2010</xref>), literature on the outcomes of <italic>Aspergillus</italic> colonization and non-invasive infection is scarce. It is clear that further prospective longitudinal studies are required to describe the clinical outcomes of <italic>A. fumigatus</italic> colonization and non-invasive infection.</p>
<p>Finally, statistical analysis for LCI and bronchiectasis were excluded from the binomial regression model due to the risk of bias from missing data. A limited number of patients had LCI results available as this is not routine practice in our adult CF cohort and is carried out as part of the annual comprehensive review process in children. However, not all children are capable of completing this procedure. We also note a limited number of patients underwent a CT chest as this was only carried out as part of routine care when indicated. In addition, our results obtained for NTM and mold exposure have high confidence intervals despite clinical significance, reflecting the highly variant estimates derived for these parameters.</p>
<p>In conclusion, we found no difference between the airway biomarker profile between sputum fungal culture positive and negative patients with CF. The role of galactomannan and TNFR2 as more fungal specific airway biomarkers in CF remains uncertain. Fungal culture positivity is associated with a lower FEV1 in patients less than 30 years old, a lower LCI, higher rates of NTM positivity, bronchiectasis and intravenous antibiotic exposure. Larger trials using a broader range of inflammatory markers in conjunction with fungal culture and quantitative PCR measures are needed.</p>
</sec>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary materials. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Leicester longitudinal study of respiratory infections and microbiomics in CF by the East Midlands Research Ethics Committee, reference number 12/WM/0285. Written informed consent to participate in this study was provided by the participants&#x2019; legal guardian/next of kin.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>DP, CP, and EG co-designed the study. DP was responsible for analyzing the data and writing the manuscript. CP supervised the laboratory analyses (modified culture and ELISA) and EG the clinical aspects of the study. DP was responsible for patient recruitment, the design and custodianship of the clinical database, and processing clinical samples. DP and KD undertook the ELISA analysis. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>Funding from Gilead Sciences Grant Program (grant no. 02261) and University Hospitals of Leicester charitable funds was awarded for this study alongside our separate study termed &#x201c;Changes in the Cystic Fibrosis Airway Mycobiome Over Time and its Link with Bacterial Species Rarefication&#x201d;.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>DP reports grants from Gilead Sciences Grant Program, outside the submitted work. This grant was awarded for a separate ongoing study termed: Changes in the Cystic Fibrosis Airway Mycobiome Over Time and Its Link with Bacterial Species Rarefication. CP&#xa0;has received research support and honorariums for advisory board from Pulmocide who are developing a new antifungal agent. EG reports from Consultancy work for Boehringer Ingelheim November 2016, from Consultancy work for Anaxsys July 2018, grants from Circassia research grant, grants from Gilead sciences research grant, grants from Chiesi Limited, from Medimmune research collaboration, and outside the submitted work: 1. Consultancy work for Boehringer Ingelheim November 2016. Money, paid to the institution (The University of Leicester); 2. Consultancy work for Anaxsys July 2018, money paid to the institution (The University of Leicester); 3. Circassia research grant, investigator-led research grant; 4. Gilead sciences research grant, investigator-led research grant; and 5. Medimmune research collaboration, research collaboration. </p>
<p>The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>CP and EG are supported by the NIHR Leicester Biomedical Research Centre and the Midlands Asthma and Allergy Research Association (MAARA). The views expressed are those of the authors and not necessarily those of the NHS the NIHR or the Department of Health.</p>
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