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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2021.635719</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Toward the Establishment of New Clinical Endpoints for Cystic Fibrosis: The Role of Lung Clearance Index and Cardiopulmonary Exercise Testing</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hatziagorou</surname> <given-names>Elpis</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/58623/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kampouras</surname> <given-names>Asterios</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1222187/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Avramidou</surname> <given-names>Vasiliki</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1157292/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Toulia</surname> <given-names>Ilektra</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1230092/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chrysochoou</surname> <given-names>Elisavet-Anna</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1158209/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Galogavrou</surname> <given-names>Maria</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1230071/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kirvassilis</surname> <given-names>Fotios</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Tsanakas</surname> <given-names>John</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1231035/overview"/>
</contrib>
</contrib-group>
<aff><institution>Pediatric Pulmonology and Cystic Fibrosis Unit, Hippokration Hospital, Aristotle University of Thessaloniki</institution>, <addr-line>Thessaloniki</addr-line>, <country>Greece</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Gary James Connett, University Hospital Southampton NHS Foundation Trust, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Zoe Louise Saynor, University of Portsmouth, United Kingdom; Francis Gilchrist, University Hospitals of North Midlands NHS Trust, United Kingdom</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Elpis Hatziagorou <email>hatziagorou&#x00040;auth.gr</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Pediatric Pulmonology, a section of the journal Frontiers in Pediatrics</p></fn></author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>02</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>635719</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>11</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>02</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Hatziagorou, Kampouras, Avramidou, Toulia, Chrysochoou, Galogavrou, Kirvassilis and Tsanakas.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Hatziagorou, Kampouras, Avramidou, Toulia, Chrysochoou, Galogavrou, Kirvassilis and Tsanakas</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><p>As Cystic Fibrosis (CF) treatment advances, research evidence has highlighted the value and applicability of Lung Clearance Index and Cardiopulmonary Exercise Testing as endpoints for clinical trials. In the context of these new endpoints for CF trials, we have explored the use of these two test outcomes for routine CF care. In this review we have presented the use of these methods in assessing disease severity, disease progression, and the efficacy of new interventions with considerations for future research.</p></abstract>
<kwd-group>
<kwd>lung clearance index (LCI)</kwd>
<kwd>cardiopulmonary exercise testing (CPET)</kwd>
<kwd>endpoints</kwd>
<kwd>cystic fibrosis</kwd>
<kwd>disease severity</kwd>
<kwd>disease progression</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="105"/>
<page-count count="7"/>
<word-count count="6109"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Cystic Fibrosis (CF) treatment and patient management has improved dramatically over the last 20 years. The rise of new therapies and effective newborn screening has led to an extraordinary increase in overall survival and quality of life. Despite these improvements in clinical practice, the need for methods that can detect early pathological alterations and direct management remains important.</p>
<p>Spirometry is considered the gold standard endpoint for evaluating CF lung disease. Despite its catholic implication for routine CF assessment, it is not feasible from an early age. In children who are able to perform effort dependent lung function tests, spirometry has low sensitivity in detecting early structural and functional alterations (<xref ref-type="bibr" rid="B1">1</xref>). This inability to detect early-stage disease results in a &#x0201C;diagnostic gap&#x0201D; (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>) that can be crucial to detect if subsequent patient deterioration is to be avoided.</p>
<p>Cystic fibrosis clinicians and researchers have tried to fill this gap with methods that provide early and reliable deterioration assessment. The Multiple Breath Washout (MBW) test with Lung Clearance Index (LCI) and Cardio-Pulmonary Exercise Testing (CPET) have shown promise in detecting early changes in respiratory physiology.</p></sec>
<sec id="s2">
<title>Lung Clearance Index, LCI</title>
<p>Lung Clearance Index (LCI) is a measure of ventilation distribution inhomogeneity. It can be calculated with the Multiple Breath Washout Method (MBW). The above method measures the clearance of an inert gas (N2 or SF6) from the lungs during tidal breathing. The greater inhomogeneity of ventilation, the higher LCI values are calculated (<xref ref-type="bibr" rid="B4">4</xref>). LCI sensitively detects pathology within the peripheral airways (<xref ref-type="bibr" rid="B5">5</xref>). This means it can provide information about the &#x0201C;silent lung zone,&#x0201D; the lung compartments whose pathology is not detectable by conventional lung function tests such as spirometry (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). LCI testing is of great value for lung diseases such as CF, for which early detection of structural damages and immediate interventions are crucial to prevent disease progression (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>MBW is feasible from a young age to adulthood. It requires only passive cooperation with tidal breathing (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). The success rate of the test is 72&#x02013;99% except for infants and young children below 3.5 years of age, who might need sedation to achieve acceptable measurements. In experienced centers the test can still be used successfully in the majority of these younger children. In experienced centers, over 90% of children aged over 6 year can successfully complete this test and the success rate is even higher amongst adults (<xref ref-type="bibr" rid="B10">10</xref>&#x02013;<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Kent et al. have reviewed the reliability of LCI and found that the mean coefficient of variation (CV) and the intra-class correlation coefficient (ICC) for LCI measurements within one session were acceptable in both healthy controls and CF cases (<xref ref-type="bibr" rid="B15">15</xref>). Few studies have assessed the validity of LCI. Those that have been published demonstrated that LCI was able to distinguish CF subjects from healthy control subjects (<xref ref-type="bibr" rid="B16">16</xref>&#x02013;<xref ref-type="bibr" rid="B21">21</xref>). Additionally, LCI could differentiate the disease severity among CF patients with mild to moderate lung disease as revealed by structural changes on high-resolution computed tomography (HRCT) and the patient&#x00027;s microbiological status (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x02013;<xref ref-type="bibr" rid="B25">25</xref>). LCI is not well-tolerated by individuals with very severe lung damage, because of the time it takes to complete a measurement. For such individuals, LCI values do not accurately reflect the disease severity because of either totally obstructed or poorly ventilated lung units that do not participate in ventilation distribution. For such patients, spirometry may be a preferable option although this can also plateau at low levels in those with more severe disease (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>When considering reference values, while LCI was considered an age-independent measure, the current literature suggests a different upper limit of normal (ULN) that is age dependent. The ULN in recent studies has been variably suggested as being; (i) 7.8&#x02013;8.2 for infants (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x02013;<xref ref-type="bibr" rid="B28">28</xref>), (ii) 7.4&#x02013;7.8 for preschoolers (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>), and (iii) 7.2&#x02013;7.9 for school-aged children (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). Such values might well-depend on the particular equipment used.</p>
<sec>
<title>Assessment Tool for Disease Severity</title>
<p>Spirometry has been a routine method for assessing lung function but is insensitive in detecting early airway damage (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B32">32</xref>). In contrast, HRCT detects structural lung damage even in asymptomatic infants and children with normal spirometry (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Its use however is limited because of the necessary radiation exposure that occurs with scanning.</p>
<p>The superiority of MBW compared to spirometry regarding the sensitivity in detecting early demonstration of lung disease has been demonstrated in a large number of studies (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). In early stages of CF lung disease, many cases with normal FEV1% had abnormal LCI (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>LCI also showed high sensitivity (92.3%) and positive predictive value (97.3%) in detecting structural damage as revealed by HRCT. A normal LCI can, in most cases, exclude the presence of HRCT abnormalities (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B22">22</xref>). LCI has been found to relate in particular to the extent of bronchiectasis, and the presence of mucus plugging and emphysema (<xref ref-type="bibr" rid="B36">36</xref>). Such findings suggest that routine use of LCI is a reliable alternative to CT as a first line investigation to exclude lung damage whilst minimizing radiation exposure. Some studies recently investigated the performance of Magnetic Resonance Imaging (MRI) using hyperpolarized gas among patients with CF and also found a strong association between abnormalities detected and elevations in LCI (<xref ref-type="bibr" rid="B37">37</xref>&#x02013;<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>LCI values have been investigated in relation to cough swab and sputum culture results among CF patients (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Patients with chronic lung infection with <italic>Aspergillus fumigatus, Pseudomonas aeruginosa</italic>, and <italic>Stenotrophomonas maltophilia</italic> had higher LCI levels than those with normal oral flora (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). LCI values were associated with chronic infection with known CF pathogens (<xref ref-type="bibr" rid="B16">16</xref>) and pathogen load (<xref ref-type="bibr" rid="B42">42</xref>). Spirometry, LCI, and CT measures were all worse in patients colonized with <italic>P. aeruginosa</italic> compared to <italic>Staphylococcus aureus</italic>. It would appear that infection with the latter did not affect the subject&#x00027;s airways as significantly (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>Ventilation inhomogeneity has been used to assess impacts on the daily life of CF patients. LCI has been shown to be predictive of exercise intolerance as assessed by cardiopulmonary exercise testing (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). Chelabi et al. supported the utility of LCI to predict exercise limitation in children with normal FEV1 (<xref ref-type="bibr" rid="B50">50</xref>). Recently, Papale et al. evaluated the ability of LCI to predict nocturnal hypoxemia among CF patients and found that LCI was predictive of such abnormalities (AUC: 0.96, Youden index: 0.79) in stable patients with mild to moderate disease, FEV1 was predictive only in patient with more severe airways disease (AUC: 0.71) (<xref ref-type="bibr" rid="B51">51</xref>).</p></sec>
<sec>
<title>Assessment Tool for Disease Progression</title>
<p>LCI can be used to assess airway disease in infancy. Higher LCI, measured shortly after birth, correlated with a greater respiratory rate during the first year of life (<xref ref-type="bibr" rid="B52">52</xref>). Additionally, LCI values at the age of 3 months were predictive of LCI measurements during the first year of life (<xref ref-type="bibr" rid="B53">53</xref>). Normal LCI tended to remain stable (<xref ref-type="bibr" rid="B53">53</xref>) whereas those with raised levels tended to track at a higher level (<xref ref-type="bibr" rid="B54">54</xref>) despite there being minimal structural changes in this age group (<xref ref-type="bibr" rid="B55">55</xref>). Newly diagnosed patients discovered because of clinical symptoms had higher LCI values than those diagnosed through newborn screening (<xref ref-type="bibr" rid="B53">53</xref>). Abnormal LCI in preschool children is associated with many clinical parameters including F508del homozygous genotype, <italic>P. aeruginosa</italic> colonization and <italic>nebulised dornase</italic> alpha use. It is also predictive of spirometry in later childhood (<xref ref-type="bibr" rid="B56">56</xref>), as well as LCI during school age (<xref ref-type="bibr" rid="B57">57</xref>) and adolescence (<xref ref-type="bibr" rid="B58">58</xref>).</p>
<p>A significant benefit of LCI has been predicting the risk of first isolation of <italic>P. aeruginosa</italic> in previously non-colonized patients. An increase of LCI by 1.18 could predict first colonization (sensitivity 52%, specificity 70%), despite 81% of such patients being free of respiratory symptoms and an almost stable FEV1% (<xref ref-type="bibr" rid="B59">59</xref>). LCI values have also been shown to be predictive of the risk of pulmonary exacerbations with a cut-off of LCI change of 1.37 predicting the likelihood of such clinical events (sensitivity: 47.8%, specificity: 79.6%) (<xref ref-type="bibr" rid="B44">44</xref>). Studies suggest that a larger proportion of exacerbation events had a deterioration of LCI compared to a decline in FEV1% (41.7 vs. 30.0%, <italic>p</italic>:0.012) (<xref ref-type="bibr" rid="B60">60</xref>). Vermeulen et al. showed that the baseline LCI value of a patient could also predict the risk of developing a pulmonary exacerbation during the following year. Higher baseline LCI values were associated with earlier pulmonary exacerbation (<xref ref-type="bibr" rid="B61">61</xref>).</p></sec>
<sec>
<title>Assessment Tool of Interventions Efficacy</title>
<p>A remarkable role of LCI is its utility in estimating the effectiveness of therapeutic interventions. LCI improved significantly in CF patients after receiving IV antibiotic treatment for a pulmonary exacerbation. The improvement of LCI was greater than the change in spirometry (25 vs. 15%), but neither LCI nor FEV<sub>1</sub> recovered to baseline values (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>). In contrast there were no significant changes in LCI in studies assessing the effects of nebulized tobramycin (28-day on/off regime) (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>). The positive impact of inhalation of dornase alpha (<xref ref-type="bibr" rid="B66">66</xref>) and hypertonic Saline (<xref ref-type="bibr" rid="B67">67</xref>&#x02013;<xref ref-type="bibr" rid="B69">69</xref>) has been demonstrated using LCI measurements. More recently LCI has been used as a primary outcome measure to assess the efficacy of CFTR potentiators (ivacaftor, lumacaftor/ivacaftor, tezacaftor/ivacaftor) (<xref ref-type="bibr" rid="B70">70</xref>&#x02013;<xref ref-type="bibr" rid="B72">72</xref>).</p>
<p>Although the value of LCI has been established in an increasing number of CF services, the main limitations on its more widespread use is that is a time-consuming test requiring specialist equipment and appropriately trained personnel.</p></sec>
<sec>
<title>Cardio-Pulmonary Exercise Testing</title>
<p>Cardio-pulmonary exercise testing (CPET) provides a comprehensive assessment of pulmonary, cardiovascular and muscular function. Its principle is quite simple; implementing maximal exercise in a patient while monitoring their cardiac function, pulmonary gas exchange, and progressive muscle oxidation. The test can provide useful data about early pathological alterations in each of these compartments and information about the extent to which these abnormalities impact on exercise performance.</p>
<p>Exercise Testing on a cycle ergometer or treadmill is feasible from the age of around 6 years (<xref ref-type="bibr" rid="B73">73</xref>). The test procedure varies in terms of duration depending on the protocol used and the information that need to be obtained (<xref ref-type="bibr" rid="B74">74</xref>). The suggested protocol for routine clinical practice does not usually last more than 10&#x02013;15 min (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B75">75</xref>) and results are immediately available for interpretation. The test protocol for CF patients has been standardized and reference value equations are available even for young children (<xref ref-type="bibr" rid="B76">76</xref>).</p>
<p>CPET&#x00027;s use in CF was mainly research-oriented until, in early 1992, when Nixon et al. demonstrated that peak oxygen uptake during a maximal cardiopulmonary exercise test (the amount of oxygen a CF patient&#x00027;s lung can absorb during maximal exertion) is a prognostic factor for survival. Patients with VO<sub>2</sub>peak &#x0003E;80% predicted showed excellent 8-year survival, whereas patients with low maximal oxygen uptake (VO<sub>2</sub> peak &#x0003C;60%) had worse outcomes (<xref ref-type="bibr" rid="B77">77</xref>).</p>
<p>CPET has since been used for clinical and research purposes in CF with studies highlighting its role in assessing overall disease progression. CPET parameters have also been shown to reflect structural and functional abnormalities and in particular, disease prognosis.</p></sec>
<sec>
<title>Assessment Tool of Structural, Functional Abnormalities, and Disease Severity</title>
<p>Cystic fibrosis is characterized by progressive inflammation and impaired mucus excretion (<xref ref-type="bibr" rid="B78">78</xref>). This vicious cycle leads to airway remodeling and impaired gas exchange (<xref ref-type="bibr" rid="B79">79</xref>). Exercise testing is more sensitive than spirometry in detecting structural abnormalities, as shown by High Resolution Computed Tomography (HRCT) both in adults (<xref ref-type="bibr" rid="B80">80</xref>) and CF adolescents (<xref ref-type="bibr" rid="B81">81</xref>). CPET is also indicative of functional alterations taking place in CF lungs. CPET parameters have been shown to be associated with ventilation inhomogeneity (<xref ref-type="bibr" rid="B48">48</xref>) and reflect increased dead space ventilation in CF patients as the disease progresses (<xref ref-type="bibr" rid="B82">82</xref>). Van de Weert et al. found that low exercise capacity was associated with chronic <italic>P. aeruginosa</italic> colonization and changes in immunoglobulin levels in CF adolescents (<xref ref-type="bibr" rid="B83">83</xref>).</p></sec>
<sec>
<title>Assessment Tool for Disease Progression and Survival</title>
<p>As Cystic Fibrosis lung disease progresses and pseudomonas colonization is established, exercise testing parameters also deteriorate (<xref ref-type="bibr" rid="B84">84</xref>). However, the most clinically relevant contribution of CPET to clinical practice is the implications of test results for long term survival. Aerobic fitness as indicated by VO<sub>2</sub> Max has a key role in determining prognosis (<xref ref-type="bibr" rid="B85">85</xref>, <xref ref-type="bibr" rid="B86">86</xref>). In addition other indices including VE/VO<sub>2</sub> and VE/VCO<sub>2</sub> have also proved useful as predictors of death or lung transplantation at 10-year follow-up (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B88">88</xref>).</p></sec>
<sec>
<title>Assessment Tool of Intervention Efficacy</title>
<p>Exercise testing has shown additional benefits over spirometry in characterizing for example the efficacy of therapeutic interventions to treat pulmonary exacerbations (<xref ref-type="bibr" rid="B89">89</xref>, <xref ref-type="bibr" rid="B90">90</xref>). It has also been used as an outcome measure for assessing the effectiveness of CFTR modulators (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>) and as an incentive for as well as measure of the effectiveness of pulmonary rehabilitation (<xref ref-type="bibr" rid="B93">93</xref>&#x02013;<xref ref-type="bibr" rid="B96">96</xref>). It has also been used for exercise prescription (<xref ref-type="bibr" rid="B97">97</xref>&#x02013;<xref ref-type="bibr" rid="B100">100</xref>), pre- and post- transplantation assessment (<xref ref-type="bibr" rid="B101">101</xref>&#x02013;<xref ref-type="bibr" rid="B103">103</xref>) and as a primary and secondary endpoint measure in clinical trials (<xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>).</p></sec></sec>
<sec sec-type="conclusions" id="s3">
<title>Conclusion</title>
<p>LCI and CPET parameters are sensitive measures for detecting early lung disease, and predicting outcomes including colonization with infecting pathogens, pulmonary exacerbations and long term survival, <xref ref-type="table" rid="T1">Table 1</xref>. These findings have led to the use of these methods for routine patient assessment in many CF centers. Whilst data confirming the sensitivity of LCI and CPET in the early detection of CF lung disease are increasing, there is still a need for more information about validity, age specific reference values and their best use as tools to measure the benefits of clinical interventions. Future research might usefully afford greater insight into the best use of these measures in assessing the needs of increasingly patients with CF.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>The role of LCI and CPET parameters in disease progression, prognosis, and intervention efficacy.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="left"><bold>LCI</bold></th>
<th valign="top" align="left"><bold>CPET parameters</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Disease progression</td>
<td valign="top" align="left">&#x02022; Early detection of CF lung disease even though normal spirometry<break/>&#x02022; Sensitivity to demonstrate structural damages shown on CT or MRI<break/>&#x02022; Correlation with pathogens isolated from sputum cultures</td>
<td valign="top" align="left">&#x02022; VE/VO2, VE/VCO2 reflect structural damage<break/>&#x02022; VO2peak correlates with ventilation inhomogeneity</td>
</tr>
<tr>
<td valign="top" align="left">Prognosis</td>
<td valign="top" align="left">&#x02022; Assessment tool in infancy and preschool age. Predictive for later lung function<break/>&#x02022; Detection of the first isolation of <italic>P. aeruginosa</italic> even without symptoms<break/>&#x02022; A predictor of PEx<break/>&#x02022; Prediction of exercise intolerance and nocturnal hypoxemia</td>
<td valign="top" align="left">&#x02022; Overall survival predicted by VO2peak, VE/VCO2<break/>&#x02022; PEx:<break/>&#x02022; VE/VO2, VO2peak, PETCO2 predictive of future exacerbations</td>
</tr>
<tr>
<td valign="top" align="left">Intervention efficacy</td>
<td valign="top" align="left">&#x02022; Assess the effectiveness of IV antibiotics, dornase alpha and hypertonic saline<break/>&#x02022; Primary outcome measure of CFTR modulators</td>
<td valign="top" align="left">&#x02022; Reliable outcome measure of interventions (intravenous antibiotics, CFTR modulator therapy, exercise prescription, transplantation assessment)<break/>&#x02022; Richer data than spirometry in assessing therapeutic interventions<break/>&#x02022; Usefulness as a meaningful endpoint for clinical trials</td>
</tr>
</tbody>
</table>
</table-wrap></sec>
<sec id="s4">
<title>Author Contributions</title>
<p>EH, AK, VA, IT, E-AC, MG, FK, and JT have made contributions to the design, editing, and writing of this manuscript. All authors contributed to the article and approved the submitted version.</p></sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare 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>
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