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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0030">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">Monitoring of the respiratory system is crucial for managing critically ill patients in the intensive care unit &#40;ICU&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">1</span></a> Advancements in imaging techniques have allowed for better understanding of mechanical ventilation &#40;MV&#41; and recruitability of the lungs&#46;<a class="elsevierStyleCrossRef" href="#bib0010"><span class="elsevierStyleSup">2</span></a> One such technique is the electrical impedance tomography &#40;EIT&#41;&#44; which was developed several decades ago and enables real-time evaluation of pulmonary ventilation without the need for invasive procedures&#46;<a class="elsevierStyleCrossRef" href="#bib0015"><span class="elsevierStyleSup">3</span></a> Nevertheless&#44; despite its long history of development&#44; the clinical and research applications of EIT in critically ill patients are still not fully understood&#46;<a class="elsevierStyleCrossRef" href="#bib0020"><span class="elsevierStyleSup">4</span></a> Furthermore&#44; little is known about its potential use in assessing rehabilitation&#44; mobilization&#44; and respiratory physiotherapy&#46;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">5</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">The purpose of this narrative review is to provide an overview of the physical principles&#44; mode of use&#44; ventilatory indices&#44; and clinical utilities of EIT in the context of respiratory physiotherapy&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Physical and operating principles of EIT</span><p id="par0015" class="elsevierStylePara elsevierViewall">Respiratory monitoring using EIT allows for real-time visualization of lung air distribution at the patient&#8217;s bedside&#46; EIT is a noninvasive and radiation-free device&#46; EIT works placing an electrode belt around the thorax&#44; typically between the 4th or 5th intercostal space&#44; depending on the device used&#46; This location provides a representative view of the pulmonary field without interference from large blood vessels or the diaphragm muscle&#46; The electrodes in the belt deliver a low-amplitude&#44; high-frequency electric current sequentially&#44; and changes in resistance during the respiratory cycle are calculated based on these measurements&#46; Additionally&#44; a reference electrode is placed 10&#8239;cm away from the electrode belt to ensure consistent electrical potential for accurate measurements&#46;<a class="elsevierStyleCrossRef" href="#bib0030"><span class="elsevierStyleSup">6</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">Changes in resistances occur due to the elongation and thinning of the alveolar septum&#44; which obstructs the passage of electric current&#46; Studies have reported that resistivity increases by more than 200&#37; during deep breaths&#46;<a class="elsevierStyleCrossRef" href="#bib0035"><span class="elsevierStyleSup">7</span></a> Numerous studies have demonstrated a close correlation between aeration changes detected by EIT and aeration assessed by computed tomography scan &#40;CT&#41;&#44; that is considered the gold standard for lung aeration assessment&#46;<a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">8</span></a></p><p id="par0025" class="elsevierStylePara elsevierViewall">At the end of a complete sequence of electrical injection&#44; voltage measurements are used to generate an image using specific reconstruction algorithms&#46; Each image corresponds to a specific period recorded as a baseline for all patients&#46; After reconstruction&#44; the images are projected onto a 32&#8239;&#215;&#8239;32-pixel matrix&#44; where each pixel represents the variation in air resistance during a defined time interval&#46;<a class="elsevierStyleCrossRef" href="#bib0045"><span class="elsevierStyleSup">9</span></a></p><p id="par0030" class="elsevierStylePara elsevierViewall">The main advantage of EIT over other imaging methods is its high temporal resolution&#44; as it can generate up to 50 images per second &#40;50 frames&#41;&#46; This allows for the immediate evaluation of phenomena such as lung recruitment and derecruitment in response to changes in position or secretions suctioning&#44; for instance&#46;<a class="elsevierStyleCrossRef" href="#bib0030"><span class="elsevierStyleSup">6</span></a> Moreover&#44; either for real time or offline analysis of the data&#44; each image can be divided into regions of interest &#40;ROIs&#41;&#46; Within each ROI&#44; it is possible to early visualize the baseline aeration and any dynamic change associated&#44; as shown in percentage&#44; and afterword to extract the plethysmography curve or resistance curve&#44; where the amplitude corresponds to changes in air volume and the frequency corresponds to the respiratory rate&#46; This enables the objective assessment of ventilation changes between different regions and facilitates the comparison of aeration behavior between the left and right lung or between the upper and lower regions&#46; The waveform reflects changes in local electrical impedance&#46; Ventilation or the action of the heart and lung perfusion induce periodic fluctuations in the signal&#44; and current devices incorporate a frequency filter to separate the perfusion component from the overall plethysmography signal&#46; Point changes may be caused by factors such as an overall increase in gas volume due to increased positive end-expiratory pressure &#40;PEEP&#41; during mechanical ventilation<a class="elsevierStyleCrossRef" href="#bib0050"><span class="elsevierStyleSup">10</span></a> or by changes in patient position<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">5</span></a> EIT waveforms may also show artifacts originating&#44; for example&#44; from body motion or interference with some medical devices&#44; but these can often be eliminated by offline processing of the signal and data&#44;<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">11</span></a> with pacemakers currently being the only clinical device that is considered exclusion criteria for EIT use&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">In EIT&#44; a color map is used to visually identify aeration zones&#46; Lighter shades of blue indicate areas with significant impedance changes&#44; corresponding to well-aerated lung zones&#46; Darker shades of blue represent areas with less impedance change&#44; indicating less aeration in those lung zones&#44;<a class="elsevierStyleCrossRef" href="#bib0050"><span class="elsevierStyleSup">10</span></a> see <a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0040" class="elsevierStylePara elsevierViewall">Considering the aforementioned characteristics&#44; EIT allows for the specific assessment of phenomena related to air distribution within a lung region&#46; It can be used&#44; for example&#44; to guide processes during mechanical ventilation&#44; ventilatory support&#44; intensive kinesiology procedures such as functional mobilization&#44; and manual techniques of respiratory physiotherapy&#44; among others&#46;<a class="elsevierStyleCrossRef" href="#bib0050"><span class="elsevierStyleSup">10</span></a></p><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Indices that can be evaluated with the EIT</span><p id="par0045" class="elsevierStylePara elsevierViewall">Several indices can be assessed by the EIT&#46; These indices include the heterogeneity index or global inhomogeneity index&#44; tidal variation of impedance&#44; regional compliance of the respiratory system&#44; regional ventilation delay&#44; center of ventilation&#44; and end expiratory lung impedance&#46; <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a> summarizes the definitions&#44; usefulness&#44; and associated formulas of all these indices&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia></span></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Clinical applications of EIT for respiratory physiotherapy</span><p id="par0050" class="elsevierStylePara elsevierViewall">To date&#44; the role of the intensive care physiotherapist in promoting functional mobility and assisting in the respiratory therapy of critically ill subjects has become relevant within the intensive care team&#46; Physiotherapy has been shown to reduce functional complications in survivors of the ICU&#46; Particularly&#44; respiratory physiotherapy techniques can promote mucociliary clearance and lung recruitment&#46; These techniques include high flow oxygen therapy &#40;HFOT&#41;&#44; noninvasive mechanical ventilation &#40;NIV&#41;&#44; invasive mechanical ventilation&#44; and assistance in the weaning process from mechanical ventilation as well as the physical rehabilitation of critically ill subjects&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a></p><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Respiratory physiotherapy</span><p id="par0055" class="elsevierStylePara elsevierViewall">Respiratory physiotherapy techniques aim to expand the thorax to promote lung recruitment and prevent the retention of bronchial secretions and atelectasis&#46;<a class="elsevierStyleCrossRef" href="#bib0065"><span class="elsevierStyleSup">13</span></a></p><p id="par0060" class="elsevierStylePara elsevierViewall">Respiratory physiotherapy can promote airway permeabilization&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">14</span></a> It also includes techniques such as&#58; <ul class="elsevierStyleList" id="lis0005"><li class="elsevierStyleListItem" id="lsti0005"><span class="elsevierStyleLabel">&#8226;</span><p id="par0065" class="elsevierStylePara elsevierViewall">Postural drainage &#40;positioning subject in lateral decubitus to facilitate drainage of bronchial secretion using the force of gravity<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a>&#41;&#59;</p></li><li class="elsevierStyleListItem" id="lsti0010"><span class="elsevierStyleLabel">&#8226;</span><p id="par0070" class="elsevierStylePara elsevierViewall">Manual lung hyperinflation &#40;using a manual rebreathing bag connected to a flow of oxygen&#46; A pressure is applied to the bag that is capable of generating pressure peaks of up to 40&#8239;cmH<span class="elsevierStyleInf">2</span>O<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a>&#41;&#59;</p></li><li class="elsevierStyleListItem" id="lsti0015"><span class="elsevierStyleLabel">&#8226;</span><p id="par0075" class="elsevierStylePara elsevierViewall">Ventilator lung hyperinflation &#40;this maneuver is performed in controlled mechanical ventilation&#44; doing six breaths per minute with an inspiratory slow flow of 20&#8239;L&#47;min&#44; then an inspiratory pause of 2&#8239;s&#44; followed by hyperinflation by increasing tidal volume by 200&#8239;mL until peak airway pressure of 30&#8239;cmH<span class="elsevierStyleInf">2</span>O<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a>&#41;&#59;</p></li><li class="elsevierStyleListItem" id="lsti0020"><span class="elsevierStyleLabel">&#8226;</span><p id="par0080" class="elsevierStylePara elsevierViewall">Percussion &#40;percussing with palm of hand rhythmically on the affected lung segment<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a>&#41;&#59;</p></li><li class="elsevierStyleListItem" id="lsti0025"><span class="elsevierStyleLabel">&#8226;</span><p id="par0085" class="elsevierStylePara elsevierViewall">Vibro-compression &#40;fast rhythmic movements with high intensity to cause vibration at the bronchial level&#46; Performed by hand open on the thorax applying pressure&#41;&#59;</p></li><li class="elsevierStyleListItem" id="lsti0030"><span class="elsevierStyleLabel">&#8226;</span><p id="par0090" class="elsevierStylePara elsevierViewall">Compression techniques should achieve a difference higher than 33&#8239;L&#47;min between peak expiratory flow and peak inspiratory flow &#40;PEF&#8211;PIF&#41;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">15</span></a>&#41;&#59; and</p></li><li class="elsevierStyleListItem" id="lsti0035"><span class="elsevierStyleLabel">&#8226;</span><p id="par0095" class="elsevierStylePara elsevierViewall">Aspiration techniques &#40;direct aspiration of the secretion into the endotracheal tube&#41;&#46;</p></li></ul></p><p id="par0100" class="elsevierStylePara elsevierViewall">The evidence on the use of respiratory physiotherapy techniques in subject with ARDS is still controversial&#46;<a class="elsevierStyleCrossRef" href="#bib0020"><span class="elsevierStyleSup">4</span></a> In this sense&#44; EIT could result in a guide for the application of such maneuvers in subjects with high risk and alveolar instability&#46; Recent evidence has shown that EIT &#8211; looking at center of ventilation and end-expiratory lung impedance &#40;EELI&#41; &#8211; is a tool that can guide physiotherapy at the bedside of the critically ill subject&#44; not only to compare lung aeration pre versus post therapy&#44; but also to obtain a real-time guide to alveolar gas gain and distribution&#46;<a class="elsevierStyleCrossRefs" href="#bib0065"><span class="elsevierStyleSup">13&#44;16</span></a></p><p id="par0105" class="elsevierStylePara elsevierViewall">In spontaneously ventilated subjects with ARDS&#44; there is a potential risk for spontaneous ventilation-induced lung injury &#40;P-SILI&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">17</span></a> This risk could be exacerbated by lung expansion maneuvers performed by the physiotherapist&#46; By performing a simple calibration consisting of executing 10 breaths inside a calibration balloon and using the tidal variation of impedance differences&#44; it is possible to determine with EIT the tidal volume mobilized by the subject&#44; even during non-invasive respiratory support or respiratory physiotherapy maneuvers in spontaneously breathing subjects&#46; This could help prevent P-SILI and ensure a safer process of respiratory physiotherapy&#46;<a class="elsevierStyleCrossRef" href="#bib0090"><span class="elsevierStyleSup">18</span></a></p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0055">Body position and physical therapy</span><p id="par0110" class="elsevierStylePara elsevierViewall">The body position of critically ill subjects affects ventilation and can lead to decreased lung volume and hypoxemia&#46;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">19</span></a> Physical therapy can help mitigate the negative effects associated with bed rest&#46;<a class="elsevierStyleCrossRef" href="#bib0100"><span class="elsevierStyleSup">20</span></a> For example&#44; the application of HFOT in postoperative abdominal surgery subjects placed in a semi-sitting position in bed &#8211; inclined at 45&#176; &#8211; has been shown to increase EELI as evaluated by EIT&#44; compared to conventional oxygen therapy&#46;<a class="elsevierStyleCrossRef" href="#bib0125"><span class="elsevierStyleSup">25</span></a> In addition&#44; in subjects undergoing mechanical ventilation with mild to moderate ARDS&#44; higher positioning such as sitting on the edge of the bed&#44; bipedal standing&#44; walking&#44; and other functional activities have been found to increase EELI and oxygenation without the need to increase PEEP or FiO<span class="elsevierStyleInf">2</span>&#44;<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">5</span></a> as shown in <a class="elsevierStyleCrossRef" href="#fig0010">Fig&#46; 2</a>&#46;</p><elsevierMultimedia ident="fig0010"></elsevierMultimedia></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0060">Noninvasive mechanical ventilation</span><p id="par0115" class="elsevierStylePara elsevierViewall">Alteration in pulmonary aeration is easily recognized by EIT through three indexes&#58; the heterogeneity index&#44;<a class="elsevierStyleCrossRef" href="#bib0105"><span class="elsevierStyleSup">21</span></a> the variation of tidal impedance<a class="elsevierStyleCrossRef" href="#bib0110"><span class="elsevierStyleSup">22</span></a> and pulmonary impedance at the end of expiration&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">23</span></a></p><p id="par0120" class="elsevierStylePara elsevierViewall">NIV&#44; which in the last 20 years has played a crucial role in the management of ventilatory failure in the emergency room and in the ICU&#44; is considered the support of choice in 80&#37; of exacerbations associated with chronic cardiac and respiratory failure and the first line technique to relief subject&#8217;s symptoms in 40&#37; of cases&#44;<a class="elsevierStyleCrossRefs" href="#bib0120"><span class="elsevierStyleSup">24&#44;25</span></a> thus providing a positive pressure that increases EELI&#46; Specifically&#44; a clinical trial found that survivors increased EELI of 50&#37; as compared with non-survivors&#44; where the EELI increased only by 24&#37;&#46;<a class="elsevierStyleCrossRef" href="#bib0130"><span class="elsevierStyleSup">26</span></a></p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">High flow oxygen therapy</span><p id="par0125" class="elsevierStylePara elsevierViewall">The use of HFOT can be helpful to prevent intubation and invasive MV in subjects with hypoxemia and a mild to moderate increase of work of breathing&#46;<a class="elsevierStyleCrossRef" href="#bib0135"><span class="elsevierStyleSup">27</span></a> In healthy young people&#44; without increased ventilatory work&#44; an increase in EELI is generated when comparing ventilation in high flow nasal cannula device as compared with room air&#46; Several groups of researchers seek to find a predictor index that determines the need for intubation when using HFOT&#44; through evaluation with EIT&#44; without finding differences between subjects who presented a favorable clinical response to high-flow oxygen therapy compared to those who did not&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">28</span></a> Recently&#44; an asymmetric cannula&#44; designed with a smaller diameter tip and a larger diameter tip&#44; has been approved for clinical use&#44; resulting in an overall 30&#37;&#8211;40&#37; increase in total cross-sectional area compared to a conventional interface of the same size&#46;<a class="elsevierStyleCrossRef" href="#bib0145"><span class="elsevierStyleSup">29</span></a> This clinical trial used EIT to compare the effects on EELI of conventional nasal cannula versus asymmetric cannula&#46;</p></span></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Specific clinical situations in subjects under mechanical ventilation</span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Visualization of air trapping</span><p id="par0130" class="elsevierStylePara elsevierViewall">Recent evidence reports the possibility of visualizing trapped air though EIT &#8211; which would constitute intrinsic PEEP &#8211; during acute obstructive events in users with exacerbated chronic obstructive pulmonary disease under invasive mechanical ventilation&#46; This by means of visualization regional end-expiratory flow&#46; Indeed&#44; it is possible to diagnose air trapping by EIT&#44; as well as to guide clinical therapeutics such as the execution of aerosol therapy&#46;<a class="elsevierStyleCrossRef" href="#bib0150"><span class="elsevierStyleSup">30</span></a> In that way EIT could visualize effective nebulization to provide efficient inhalation delivery of the drug&#44; increasing&#44; if necessary&#44; the effective dose to reach the distal airways&#46;<a class="elsevierStyleCrossRef" href="#bib0155"><span class="elsevierStyleSup">31</span></a></p></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Assessment of spontaneous ventilation</span><p id="par0135" class="elsevierStylePara elsevierViewall">The transition from controlled ventilation&#44; under sedation&#44; to spontaneous or partially controlled ventilatory modalities is a challenge that the clinician faces&#44; especially in situations where connection to mechanical ventilation is associated with respiratory failure&#46; In this sense&#44; EIT allows observing how in injured lungs&#44; a &#8220;<span class="elsevierStyleItalic">pendelluft</span>&#8221; phenomenon can be generated&#59; movement of air within the lung from non-dependent to dependent regions&#44; without any change in tidal volume&#44; generating dangerous mechanical tension in the dorsal areas&#44; all this caused by spontaneous breathing during mechanical ventilation&#44; at the wrong time&#46;<a class="elsevierStyleCrossRef" href="#bib0160"><span class="elsevierStyleSup">32</span></a></p><p id="par0140" class="elsevierStylePara elsevierViewall">In this sense&#44; in patients with ARDS&#44; &#8220;<span class="elsevierStyleItalic">pendelluft&#8221;</span> phenomenon associated with the onset of spontaneous ventilation has been demonstrated&#46; This phenomenon presented an independent association with the increase of specific inflammatory biomarkers related to lung injury induced by mechanical ventilation&#44; such as interleukin &#40;IL&#41;-8&#44; IL-18&#44; and Caspase-1&#46;<a class="elsevierStyleCrossRef" href="#bib0165"><span class="elsevierStyleSup">33</span></a></p></span><span id="sec0060" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Spontaneous breathing trial test</span><p id="par0145" class="elsevierStylePara elsevierViewall">The process of liberation from MV&#44; known as weaning&#44; is a critical event that involves removing the endotracheal tube and invasive MV support&#46; The success or failure of weaning from MV can greatly impact the morbidity and mortality of critically ill subjects&#46; The spontaneous breathing trial &#40;SBT&#41; is a testing process to determine if a subject can ventilate without support&#46; However&#44; there is currently no consensus on the best technique to define the success or failure of extubation&#46; Multi-modal monitoring is crucial in this pathway to aid in clinical decision-making&#46;<a class="elsevierStyleCrossRef" href="#bib0170"><span class="elsevierStyleSup">34</span></a></p><p id="par0150" class="elsevierStylePara elsevierViewall">In some cases&#44; respiratory fatigue&#44; indicated by a loss of EELI at EIT&#44; has been observed within the first five minutes of SBT&#46; Patients who experience this exhaustion phenomenon also tend to have a higher rate of heterogeneity&#46;<a class="elsevierStyleCrossRef" href="#bib0170"><span class="elsevierStyleSup">34</span></a></p><p id="par0155" class="elsevierStylePara elsevierViewall">If the heterogeneity index is greater than 41&#46;5&#44; it is not recommended to extubate the subject as it is associated with a failure rate of 87&#46;5&#37;&#44; with a sensitivity of 60&#46;9&#37;&#46; For subjects with an initial heterogeneity index of &#62;41&#46;5&#44; the spontaneous ventilation test should be avoided to prevent failures in 87&#46;5&#37; of cases&#44; with a sensitivity of 60&#46;9&#37;&#46; This method could be used as a detection method to support decision-making&#46;<a class="elsevierStyleCrossRef" href="#bib0175"><span class="elsevierStyleSup">35</span></a> EIT seems more precise in predicting successful weaning compared to functional parameters of gas exchange or respiratory mechanics&#46;<a class="elsevierStyleCrossRef" href="#bib0180"><span class="elsevierStyleSup">36</span></a> Indeed&#44; during spontaneous breathing&#44; the variation of tidal impedance is significantly reduced&#44; indicating increased respiratory fatigue&#46;<a class="elsevierStyleCrossRef" href="#bib0170"><span class="elsevierStyleSup">34</span></a></p></span><span id="sec0065" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Alveolar recruitment maneuver</span><p id="par0160" class="elsevierStylePara elsevierViewall">Alveolar recruitment maneuvers &#40;ARM&#41; are a procedure used in MV in selected cases in subjects with acute respiratory failure or ARDS&#44; where alveolar instability is observed&#46; Many techniques of respiratory physiotherapy can promote alveolar recruitment&#44; and protocolized physiotherapy sessions often include ARMs&#46; The goal of ARM is to decrease lung collapse&#44; improve oxygenation&#44; lung compliance&#44; and increase functional residual capacity&#46;<a class="elsevierStyleCrossRef" href="#bib0185"><span class="elsevierStyleSup">37</span></a></p><p id="par0165" class="elsevierStylePara elsevierViewall">It is crucial to determine the lung&#8217;s recruitment capacity to avoid overdistension and potential VILI&#46;<a class="elsevierStyleCrossRef" href="#bib0190"><span class="elsevierStyleSup">38</span></a> In this context&#44; EIT plays an important role in providing real-time information on the behavior of lung ventilation and its homogeneity during the maneuver&#46; This information can be used to optimize the application of PEEP and tailor the strategy to each subject&#8217;s characteristics&#46;</p><p id="par0170" class="elsevierStylePara elsevierViewall">A recent study published by Jonkman et al&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">39</span></a> describes in a cohort of subjects diagnosed with moderate to severe ARDS by COVID-19&#44; the use of EIT to define alveolar recruitment potential and PEEP titration&#46; The study analyzed optimal PEEP&#44; regional distribution of collapse and overdistension&#44; regional distribution of ventilation&#44; recruitment&#47;inflation ratio &#40;R&#47;I&#41;&#44; respiratory mechanics&#44; hemodynamics&#44; gas exchange&#44; and recruitment capacity&#46; The authors concluded that EIT is important and feasible in establishing individualized PEEP values&#44; optimizing protective mechanical ventilation The authors conclude the importance and feasibility of EIT to establish an individualized PEEP value according to the characteristics of distensibility and alveolar recruitment of each subject&#44; thus optimizing protective mechanical ventilation&#46;<a class="elsevierStyleCrossRef" href="#bib0195"><span class="elsevierStyleSup">39</span></a></p><p id="par0175" class="elsevierStylePara elsevierViewall">Recently&#44; the combination of EIT and esophageal balloon has been used to provide individualized mechanical ventilation support and protection in subjects on mechanical ventilation&#46;<a class="elsevierStyleCrossRef" href="#bib0175"><span class="elsevierStyleSup">35</span></a> In addition&#44; a recent systematic review has concluded that the use of EIT is a useful imaging technique that provides safety when performing a PEEP titration maneuver&#46;<a class="elsevierStyleCrossRef" href="#bib0200"><span class="elsevierStyleSup">40</span></a></p></span></span><span id="sec0070" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Conclusions</span><p id="par0180" class="elsevierStylePara elsevierViewall">EIT is a promising non-invasive tool that could guide clinical strategies for respiratory physiotherapy maneuvers&#44; such as to identify the right time to switch from controlled to assisted ventilation and spontaneous breathing in the context of weaning from MV&#44; PEEP titration&#44; visualization of acute phenomena such as atelectasis&#44; pleural effusion&#44; pneumothorax&#44; and assessment of subject ability to cough&#46; EIT offers advantages over traditional monitoring tools&#44; including non-invasiveness&#44; radiation-free imaging&#44; and dynamic monitoring&#46; This real-time guidance will also make it possible to observe the distribution of alveolar gas within the lungs&#44; which will lead to safer physiotherapy&#46;</p></span><span id="sec0075" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Authors&#8217; contribution</span><p id="par0185" class="elsevierStylePara elsevierViewall">RA writing first draft&#46; All authors substantial contribution in conception and design&#44; interpretation of literature&#44; revision for critical important intellectual content&#44; editing&#44; approval of the version submitted&#46; DB supervision&#44; writing&#44; editing&#46;</p></span><span id="sec0080" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Funding</span><p id="par0190" class="elsevierStylePara elsevierViewall">None&#46;</p></span><span id="sec0085" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Conflicts of interest</span><p id="par0195" class="elsevierStylePara elsevierViewall">None&#46;</p></span></span>"
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          "titulo" => "Specific clinical situations in subjects under mechanical ventilation"
          "secciones" => array:4 [
            0 => array:2 [
              "identificador" => "sec0050"
              "titulo" => "Visualization of air trapping"
            ]
            1 => array:2 [
              "identificador" => "sec0055"
              "titulo" => "Assessment of spontaneous ventilation"
            ]
            2 => array:2 [
              "identificador" => "sec0060"
              "titulo" => "Spontaneous breathing trial test"
            ]
            3 => array:2 [
              "identificador" => "sec0065"
              "titulo" => "Alveolar recruitment maneuver"
            ]
          ]
        ]
        9 => array:2 [
          "identificador" => "sec0070"
          "titulo" => "Conclusions"
        ]
        10 => array:2 [
          "identificador" => "sec0075"
          "titulo" => "Authors&#8217; contribution"
        ]
        11 => array:2 [
          "identificador" => "sec0080"
          "titulo" => "Funding"
        ]
        12 => array:2 [
          "identificador" => "sec0085"
          "titulo" => "Conflicts of interest"
        ]
        13 => array:2 [
          "identificador" => "xack754622"
          "titulo" => "Acknowledgment"
        ]
        14 => array:1 [
          "titulo" => "References"
        ]
      ]
    ]
    "pdfFichero" => "main.pdf"
    "tienePdf" => true
    "fechaRecibido" => "2024-02-03"
    "fechaAceptado" => "2024-02-26"
    "PalabrasClave" => array:2 [
      "en" => array:2 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Keywords"
          "identificador" => "xpalclavsec1843292"
          "palabras" => array:7 [
            0 => "Physiotherapy"
            1 => "Intensive care"
            2 => "Critical care"
            3 => "Physical therapy"
            4 => "Mobilization"
            5 => "Mechanical ventilation"
            6 => "Electrical impedance tomography"
          ]
        ]
        1 => array:4 [
          "clase" => "abr"
          "titulo" => "Abbreviations"
          "identificador" => "xpalclavsec1843290"
          "palabras" => array:15 [
            0 => "ARDS"
            1 => "ARM"
            2 => "CT"
            3 => "EELI"
            4 => "EIT"
            5 => "HFOT"
            6 => "ICU"
            7 => "MV"
            8 => "NIV"
            9 => "PEEP"
            10 => "PEF&#8211;PIF"
            11 => "R&#47;I"
            12 => "ROIs"
            13 => "SBT"
            14 => "VILI"
          ]
        ]
      ]
      "es" => array:1 [
        0 => array:4 [
          "clase" => "keyword"
          "titulo" => "Palabras clave"
          "identificador" => "xpalclavsec1843291"
          "palabras" => array:7 [
            0 => "Fisioterapia"
            1 => "Cuidados intensivos"
            2 => "Cuidados cr&#237;ticos"
            3 => "Terapia f&#237;sica"
            4 => "Movilizaci&#243;n"
            5 => "Ventilaci&#243;n mec&#225;nica"
            6 => "Tomograf&#237;a por impedancia el&#233;ctrica"
          ]
        ]
      ]
    ]
    "tieneResumen" => true
    "resumen" => array:2 [
      "en" => array:2 [
        "titulo" => "Abstract"
        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">Respiratory physiotherapy&#44; including the management of invasive mechanical ventilation &#40;MV&#41; and noninvasive mechanical ventilation &#40;NIV&#41;&#44; is a key supportive intervention for critically ill patients&#46; MV has potential for inducing ventilator-induced lung injury &#40;VILI&#41; as well as long-term complications related to prolonged bed rest&#44; such as post-intensive care syndrome and intensive care unit acquired weakness&#46; Physical and respiratory therapy&#44; developed by the critical care team&#44; in a timely manner&#44; has been shown to prevent these complications&#46; In this pathway&#44; real-time bedside monitoring of changes in pulmonary aeration and alveolar gas distribution associated with postural positioning&#44; respiratory physiotherapy techniques and changes in MV strategies can be crucial in guiding these procedures&#44; providing safe therapy and prevention of potential harm to the patient&#46; Along this path&#44; electrical impedance tomography &#40;EIT&#41; has emerged as a new key non-invasive bedside strategy free of radiation&#44; to allow visualization of lung recruitment&#46; This review article presents the main and potential applications of EIT in relation to physiotherapy techniques in the ICU setting&#46;</p></span>"
      ]
      "es" => array:2 [
        "titulo" => "Resumen"
        "resumen" => "<span id="abst0010" class="elsevierStyleSection elsevierViewall"><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">La fisioterapia respiratoria&#44; es una pieza fundamental en la intervenci&#243;n cl&#237;nica del paciente cr&#237;tico&#46; Dentro de las funciones cl&#237;nicas del fisioterapeuta respiratorio&#44; se puede contar la participaci&#243;n en el manejo de la ventilaci&#243;n mec&#225;nica invasiva &#40;VM&#41; como no invasiva &#40;VNI&#41;&#44; la terapia f&#237;sica y la ejecuci&#243;n de t&#233;cnicas de fisioterapia respiratoria a nivel del t&#243;rax&#46; La evidencia actual ha demostrado que mayor tiempo en VM se pudiese asociar potencialmente a da&#241;o pulmonar &#40;VILI&#41; y complicaciones musculares perif&#233;ricas como debilidad muscular adquirida en la unidad de cuidados intensivos y potencial s&#237;ndrome post cuidados intensivos&#46; En esta v&#237;a la terapia f&#237;sica y respiratoria&#44; implementada por el equipo de cuidados cr&#237;ticos&#44; ha demostrado prevenir estas complicaciones&#46; Es por esto&#44; que la monitorizaci&#243;n en tiempo real - que permita visualizar cambios en la aireaci&#243;n pulmonar y la distribuci&#243;n del gas alveolar&#44; asociados a cambios posturales&#44; t&#233;cnicas de fisioterapia respiratoria y la aplicaci&#243;n de diferentes estrategias de VM - pudiese ser crucial guiando la seguridad de estos procesos cl&#237;nicos&#46; De esta forma la tomograf&#237;a por impedancia el&#233;ctrica &#40;TIE&#41; emerge como una t&#233;cnica novedosa&#44; no invasiva y libre de radiaci&#243;n&#44; que permite la monitorizaci&#243;n pulmonar al borde de la cama del enfermo cr&#237;tico guiando y potenciando diversos actos cl&#237;nicos para el mejor tratamiento del usuario en la unidad cr&#237;tica&#46; Es por esto que esta revisi&#243;n presenta las potenciales aplicaciones de la TIE en la relaci&#243;n a las t&#233;cnicas de fisioterapia respiratoria en el paciente cr&#237;tico&#46;</p></span>"
      ]
    ]
    "multimedia" => array:3 [
      0 => array:8 [
        "identificador" => "fig0005"
        "etiqueta" => "Figure 1"
        "tipo" => "MULTIMEDIAFIGURA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr1.jpeg"
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        "detalles" => array:1 [
          0 => array:3 [
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          ]
        ]
        "descripcion" => array:1 [
          "en" => "<p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Representation of changes in impedance and aeration&#46; <span class="elsevierStyleItalic">Legend&#58; the lighter blue color corresponds to an area that has shown a large impedance change&#46; Correlative&#44; therefore&#44; to a well-ventilated lung area&#46; The darker blue shade color represents areas with less impedance change&#46; Correlative to a lung zone with less aeration&#46; Regions of interest are observed in quadrants or in layers&#46; Each of the regions of interest expresses a percentage of the total tidal impedance change&#46;</span></p>"
        ]
      ]
      1 => array:8 [
        "identificador" => "fig0010"
        "etiqueta" => "Figure 2"
        "tipo" => "MULTIMEDIAFIGURA"
        "mostrarFloat" => true
        "mostrarDisplay" => false
        "figura" => array:1 [
          0 => array:4 [
            "imagen" => "gr2.jpeg"
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        "detalles" => array:1 [
          0 => array:3 [
            "identificador" => "at0010"
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          ]
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        "descripcion" => array:1 [
          "en" => "<p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Effects of physical therapy and body position on lung impedance&#46; <span class="elsevierStyleItalic">Legend&#58; position 1&#58; bed rest position&#46; First average image of EELI&#46; Position 2&#58; stand up and walk beside bed&#46; Last average image of EELI</span>&#46;</p>"
        ]
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        "identificador" => "tbl0005"
        "etiqueta" => "Table 1"
        "tipo" => "MULTIMEDIATABLA"
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        "detalles" => array:1 [
          0 => array:3 [
            "identificador" => "at0015"
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        "tabla" => array:1 [
          "tablatextoimagen" => array:1 [
            0 => array:2 [
              "tabla" => array:1 [
                0 => """
                  <table border="0" frame="\n
                  \t\t\t\t\tvoid\n
                  \t\t\t\t" class=""><thead title="thead"><tr title="table-row"><th class="td" title="\n
                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th><th class="td" title="\n
                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">Definition and formulas&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th><th class="td" title="\n
                  \t\t\t\t\ttable-head\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t" scope="col" style="border-bottom: 2px solid black">Clinical significance&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t\t\t</th></tr></thead><tbody title="tbody"><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">Heterogeneity index &#40;GI&#41;&#58;</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Is a parameter that quantifies the inhomogeneity of the tidal volume distribution within the lungs&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a> For its calculation&#44; starting from the 32&#8239;&#215;&#8239;32-pixel matrix&#44; the sum of the absolute differences between the median of the complete matrix and the aeration value of each pixel &#40;value that has been called delta Z&#41; is calculated&#46; A low heterogeneity index represents a more homogeneous distribution and&#44; vice versa&#46;<a class="elsevierStyleCrossRef" href="#bib0065"><span class="elsevierStyleSup">13</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">To identify presence of atelectasis&#44; structural damage of the lung parenchyma &#40;emphysema&#44; cavitations&#41; or in response to changes in the programming of mechanical ventilation&#46; Clinically&#44; it has been used for PEEP titration&#44; success of spontaneous ventilation tests&#44; intraoperative lung monitoring&#44; among others&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">14</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead rowgroup " rowspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">Tidal variation of impedance &#40;TVI&#41;</span></td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">It represents the impedance variations during each respiratory cycle&#46; It is calculated as the difference between the maximum impedance value &#40;end of inspiration&#41; and the minimum value &#40;end of expiration&#41; of a representative period of the ventilation evaluated &#40;10&#8211;20 breaths approximately&#41;&#46;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Impedance changes during a tidal breath&#46;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Tidal impedance variation&#58; maximum impedance&#8239;&#8722;&#8239;minimum impedance&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">14</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Difference of impedance between end-inspiration an end-expiration&#46;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead rowgroup " rowspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">Regional compliance of the respiratory system&#58;</span></td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">During controlled mechanical ventilation distensibility or compliance can be calculated using tidal volume and driving pressure&#46; Its monitoring is of significant clinical importance in users with respiratory failure&#46;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " rowspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Monitoring compliance of respiratory system&#46; By calculating the division of the tidal impedance variation by the driving pressure&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">14</span></a></td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Regional distensibility&#58; TVIDriving&#8239;pressure&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead rowgroup " rowspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">Regional ventilation delay &#40;RVD&#41;</span></td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " rowspan="2" align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">This index shows temporal delay between pulmonary regions&#46; Describes delay in regional lung impedance to reach a given impedance change&#46;<a class="elsevierStyleCrossRef" href="#bib0040"><span class="elsevierStyleSup">8</span></a></td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Temporal delay in distribution of inspired air to achieve impedance change&#46;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Experimental studies have shown that in areas where the regional ventilation delay is greater&#44; there is greater dependence on PEEP&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">Center of Ventilation &#40;CoV&#41;</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Vertical change in the distribution of ventilation within a gravitational axis&#46; When the location of the Center of Ventilation is expressed as a percentage of the thoracic diameter&#44; a value of 50&#37; represents a balanced distribution between the dorsal and ventral regions&#46; CoV values less than 50&#37; imply changes in the distribution of ventilation towards the ventral region<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">11</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">To identify restrictive phenomena on lung parenchyma&#46; Atelectatic phenomena develop in this area&#44; the center of ventilation moves towards dorsal regions<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">11</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t"><span class="elsevierStyleBold">End Expiratory Lung Impedance &#40;EELI&#41;</span>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">End-expiratory lung impedance expresses and correlates with end-expiratory lung volume or functional residual capacity&#46; It is calculated with the average of the minimum values of the plethysmography curve of a defined number of respiratory cycles &#40;10&#8211;20&#41; that are representative of the period evaluated<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">15</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t  " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">PEEP titration&#44; showing that in those cases where there is recruitment potential&#44; there is a correlation where the increase in PEEP is associated with an increase in the EELI&#46; Therefore&#44; associating EELI with pulmonary recruitment&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">15</span></a>&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr></tbody></table>
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        "descripcion" => array:1 [
          "en" => "<p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">Indices that can be evaluated with the EIT&#46;</p>"
        ]
      ]
    ]
    "bibliografia" => array:2 [
      "titulo" => "References"
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          "identificador" => "bibs0005"
          "bibliografiaReferencia" => array:40 [
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                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "European Resuscitation Council and European Society of Intensive Care Medicine guidelines 2021&#58; post-resuscitation care"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => true
                          "autores" => array:6 [
                            0 => "J&#46;P&#46; Nolan"
                            1 => "C&#46; Sandroni"
                            2 => "B&#46;W&#46; B&#246;ttiger"
                            3 => "A&#46; Cariou"
                            4 => "T&#46; Cronberg"
                            5 => "H&#46; Friberg"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:2 [
                      "doi" => "10.1007/s00134-021-06368-4"
                      "Revista" => array:7 [
                        "tituloSerie" => "Intensive Care Med"
                        "fecha" => "2021"
                        "volumen" => "47"
                        "paginaInicial" => "369"
                        "paginaFinal" => "421"
                        "link" => array:1 [
                          0 => array:2 [
                            "url" => "https://www.ncbi.nlm.nih.gov/pubmed/33765189"
                            "web" => "Medline"
                          ]
                        ]
                        "itemHostRev" => array:3 [
                          "pii" => "S000709122030547X"
                          "estado" => "S300"
                          "issn" => "00070912"
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                  ]
                ]
              ]
            ]
            1 => array:3 [
              "identificador" => "bib0010"
              "etiqueta" => "2"
              "referencia" => array:1 [
                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "CT scan in ARDS&#58; clinical and physiopathological insights"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => true
                          "autores" => array:6 [
                            0 => "L&#46; Gattinoni"
                            1 => "P&#46; Pelosi"
                            2 => "A&#46; Pesenti"
                            3 => "L&#46; Brazzi"
                            4 => "G&#46; Vitale"
                            5 => "A&#46; Moretto"
                          ]
                        ]
                      ]
                    ]
                  ]
                  "host" => array:1 [
                    0 => array:1 [
                      "Revista" => array:5 [
                        "tituloSerie" => "Acta Anaesthesiol Scand"
                        "fecha" => "1991"
                        "volumen" => "35"
                        "paginaInicial" => "87"
                        "paginaFinal" => "96"
                      ]
                    ]
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            2 => array:3 [
              "identificador" => "bib0015"
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Vol. 48. Núm. 7.
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Review article
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Electrical impedance tomography: Usefulness for respiratory physiotherapy in critical illnesses
Tomografía por impedancia eléctrica: utilidades para la aplicación de la fisioterapia respiratoria en la unidad de cuidados intensivos
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Ricardo Arriagadaa,b,c, María Consuelo Bachmannd, Constanza San Martina,b, Michela Rauseoe, Denise Battaglinif,
Autor para correspondencia
battaglini.denise@gmail.com

Corresponding author.
a Unidad de Paciente Crítico Adulto, Hospital Las Higueras de Talcahuano, Chile
b Escuela de Kinesiología Universidad San Sebastián, Sede Tres Pascualas, Concepción, Chile
c Unidad de Paciente Crìtico, Clìnica Biobìo, Hualpén, Chile
d Unidad de Paciente Crítico Adulto, Hospital Clínico Pontificia Universidad Católica de Chile, Escuela de Kinesiología, Universidad de Los Andes, Santiago, Chile
e Anesthesia and Intensive Care Medicine, University of Foggia, Policlinico Riuniti di Foggia, Foggia, Italy
f Anesthesia and Intensive Care, IRCCS Ospedale Policlinico San Martino, Genova, Italy
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Table 1. Indices that can be evaluated with the EIT.
Abstract

Respiratory physiotherapy, including the management of invasive mechanical ventilation (MV) and noninvasive mechanical ventilation (NIV), is a key supportive intervention for critically ill patients. MV has potential for inducing ventilator-induced lung injury (VILI) as well as long-term complications related to prolonged bed rest, such as post-intensive care syndrome and intensive care unit acquired weakness. Physical and respiratory therapy, developed by the critical care team, in a timely manner, has been shown to prevent these complications. In this pathway, real-time bedside monitoring of changes in pulmonary aeration and alveolar gas distribution associated with postural positioning, respiratory physiotherapy techniques and changes in MV strategies can be crucial in guiding these procedures, providing safe therapy and prevention of potential harm to the patient. Along this path, electrical impedance tomography (EIT) has emerged as a new key non-invasive bedside strategy free of radiation, to allow visualization of lung recruitment. This review article presents the main and potential applications of EIT in relation to physiotherapy techniques in the ICU setting.

Keywords:
Physiotherapy
Intensive care
Critical care
Physical therapy
Mobilization
Mechanical ventilation
Electrical impedance tomography
Abbreviations:
ARDS
ARM
CT
EELI
EIT
HFOT
ICU
MV
NIV
PEEP
PEF–PIF
R/I
ROIs
SBT
VILI
Resumen

La fisioterapia respiratoria, es una pieza fundamental en la intervención clínica del paciente crítico. Dentro de las funciones clínicas del fisioterapeuta respiratorio, se puede contar la participación en el manejo de la ventilación mecánica invasiva (VM) como no invasiva (VNI), la terapia física y la ejecución de técnicas de fisioterapia respiratoria a nivel del tórax. La evidencia actual ha demostrado que mayor tiempo en VM se pudiese asociar potencialmente a daño pulmonar (VILI) y complicaciones musculares periféricas como debilidad muscular adquirida en la unidad de cuidados intensivos y potencial síndrome post cuidados intensivos. En esta vía la terapia física y respiratoria, implementada por el equipo de cuidados críticos, ha demostrado prevenir estas complicaciones. Es por esto, que la monitorización en tiempo real - que permita visualizar cambios en la aireación pulmonar y la distribución del gas alveolar, asociados a cambios posturales, técnicas de fisioterapia respiratoria y la aplicación de diferentes estrategias de VM - pudiese ser crucial guiando la seguridad de estos procesos clínicos. De esta forma la tomografía por impedancia eléctrica (TIE) emerge como una técnica novedosa, no invasiva y libre de radiación, que permite la monitorización pulmonar al borde de la cama del enfermo crítico guiando y potenciando diversos actos clínicos para el mejor tratamiento del usuario en la unidad crítica. Es por esto que esta revisión presenta las potenciales aplicaciones de la TIE en la relación a las técnicas de fisioterapia respiratoria en el paciente crítico.

Palabras clave:
Fisioterapia
Cuidados intensivos
Cuidados críticos
Terapia física
Movilización
Ventilación mecánica
Tomografía por impedancia eléctrica
Texto completo
Introduction

Monitoring of the respiratory system is crucial for managing critically ill patients in the intensive care unit (ICU).1 Advancements in imaging techniques have allowed for better understanding of mechanical ventilation (MV) and recruitability of the lungs.2 One such technique is the electrical impedance tomography (EIT), which was developed several decades ago and enables real-time evaluation of pulmonary ventilation without the need for invasive procedures.3 Nevertheless, despite its long history of development, the clinical and research applications of EIT in critically ill patients are still not fully understood.4 Furthermore, little is known about its potential use in assessing rehabilitation, mobilization, and respiratory physiotherapy.5

The purpose of this narrative review is to provide an overview of the physical principles, mode of use, ventilatory indices, and clinical utilities of EIT in the context of respiratory physiotherapy.

Physical and operating principles of EIT

Respiratory monitoring using EIT allows for real-time visualization of lung air distribution at the patient’s bedside. EIT is a noninvasive and radiation-free device. EIT works placing an electrode belt around the thorax, typically between the 4th or 5th intercostal space, depending on the device used. This location provides a representative view of the pulmonary field without interference from large blood vessels or the diaphragm muscle. The electrodes in the belt deliver a low-amplitude, high-frequency electric current sequentially, and changes in resistance during the respiratory cycle are calculated based on these measurements. Additionally, a reference electrode is placed 10 cm away from the electrode belt to ensure consistent electrical potential for accurate measurements.6

Changes in resistances occur due to the elongation and thinning of the alveolar septum, which obstructs the passage of electric current. Studies have reported that resistivity increases by more than 200% during deep breaths.7 Numerous studies have demonstrated a close correlation between aeration changes detected by EIT and aeration assessed by computed tomography scan (CT), that is considered the gold standard for lung aeration assessment.8

At the end of a complete sequence of electrical injection, voltage measurements are used to generate an image using specific reconstruction algorithms. Each image corresponds to a specific period recorded as a baseline for all patients. After reconstruction, the images are projected onto a 32 × 32-pixel matrix, where each pixel represents the variation in air resistance during a defined time interval.9

The main advantage of EIT over other imaging methods is its high temporal resolution, as it can generate up to 50 images per second (50 frames). This allows for the immediate evaluation of phenomena such as lung recruitment and derecruitment in response to changes in position or secretions suctioning, for instance.6 Moreover, either for real time or offline analysis of the data, each image can be divided into regions of interest (ROIs). Within each ROI, it is possible to early visualize the baseline aeration and any dynamic change associated, as shown in percentage, and afterword to extract the plethysmography curve or resistance curve, where the amplitude corresponds to changes in air volume and the frequency corresponds to the respiratory rate. This enables the objective assessment of ventilation changes between different regions and facilitates the comparison of aeration behavior between the left and right lung or between the upper and lower regions. The waveform reflects changes in local electrical impedance. Ventilation or the action of the heart and lung perfusion induce periodic fluctuations in the signal, and current devices incorporate a frequency filter to separate the perfusion component from the overall plethysmography signal. Point changes may be caused by factors such as an overall increase in gas volume due to increased positive end-expiratory pressure (PEEP) during mechanical ventilation10 or by changes in patient position5 EIT waveforms may also show artifacts originating, for example, from body motion or interference with some medical devices, but these can often be eliminated by offline processing of the signal and data,11 with pacemakers currently being the only clinical device that is considered exclusion criteria for EIT use.

In EIT, a color map is used to visually identify aeration zones. Lighter shades of blue indicate areas with significant impedance changes, corresponding to well-aerated lung zones. Darker shades of blue represent areas with less impedance change, indicating less aeration in those lung zones,10 see Fig. 1.

Figure 1.

Representation of changes in impedance and aeration. Legend: the lighter blue color corresponds to an area that has shown a large impedance change. Correlative, therefore, to a well-ventilated lung area. The darker blue shade color represents areas with less impedance change. Correlative to a lung zone with less aeration. Regions of interest are observed in quadrants or in layers. Each of the regions of interest expresses a percentage of the total tidal impedance change.

(0.2MB).

Considering the aforementioned characteristics, EIT allows for the specific assessment of phenomena related to air distribution within a lung region. It can be used, for example, to guide processes during mechanical ventilation, ventilatory support, intensive kinesiology procedures such as functional mobilization, and manual techniques of respiratory physiotherapy, among others.10

Indices that can be evaluated with the EIT

Several indices can be assessed by the EIT. These indices include the heterogeneity index or global inhomogeneity index, tidal variation of impedance, regional compliance of the respiratory system, regional ventilation delay, center of ventilation, and end expiratory lung impedance. Table 1 summarizes the definitions, usefulness, and associated formulas of all these indices.

Table 1.

Indices that can be evaluated with the EIT.

  Definition and formulas  Clinical significance 
Heterogeneity index (GI):  Is a parameter that quantifies the inhomogeneity of the tidal volume distribution within the lungs.12 For its calculation, starting from the 32 × 32-pixel matrix, the sum of the absolute differences between the median of the complete matrix and the aeration value of each pixel (value that has been called delta Z) is calculated. A low heterogeneity index represents a more homogeneous distribution and, vice versa.13  To identify presence of atelectasis, structural damage of the lung parenchyma (emphysema, cavitations) or in response to changes in the programming of mechanical ventilation. Clinically, it has been used for PEEP titration, success of spontaneous ventilation tests, intraoperative lung monitoring, among others.14 
Tidal variation of impedance (TVI)It represents the impedance variations during each respiratory cycle. It is calculated as the difference between the maximum impedance value (end of inspiration) and the minimum value (end of expiration) of a representative period of the ventilation evaluated (10–20 breaths approximately).  Impedance changes during a tidal breath. 
Tidal impedance variation: maximum impedance − minimum impedance.14  Difference of impedance between end-inspiration an end-expiration. 
Regional compliance of the respiratory system:During controlled mechanical ventilation distensibility or compliance can be calculated using tidal volume and driving pressure. Its monitoring is of significant clinical importance in users with respiratory failure.  Monitoring compliance of respiratory system. By calculating the division of the tidal impedance variation by the driving pressure.14
Regional distensibility: TVIDriving pressure 
Regional ventilation delay (RVD)This index shows temporal delay between pulmonary regions. Describes delay in regional lung impedance to reach a given impedance change.8Temporal delay in distribution of inspired air to achieve impedance change. 
Experimental studies have shown that in areas where the regional ventilation delay is greater, there is greater dependence on PEEP 
Center of Ventilation (CoV)  Vertical change in the distribution of ventilation within a gravitational axis. When the location of the Center of Ventilation is expressed as a percentage of the thoracic diameter, a value of 50% represents a balanced distribution between the dorsal and ventral regions. CoV values less than 50% imply changes in the distribution of ventilation towards the ventral region11  To identify restrictive phenomena on lung parenchyma. Atelectatic phenomena develop in this area, the center of ventilation moves towards dorsal regions11 
End Expiratory Lung Impedance (EELI)  End-expiratory lung impedance expresses and correlates with end-expiratory lung volume or functional residual capacity. It is calculated with the average of the minimum values of the plethysmography curve of a defined number of respiratory cycles (10–20) that are representative of the period evaluated15  PEEP titration, showing that in those cases where there is recruitment potential, there is a correlation where the increase in PEEP is associated with an increase in the EELI. Therefore, associating EELI with pulmonary recruitment.15 
Clinical applications of EIT for respiratory physiotherapy

To date, the role of the intensive care physiotherapist in promoting functional mobility and assisting in the respiratory therapy of critically ill subjects has become relevant within the intensive care team. Physiotherapy has been shown to reduce functional complications in survivors of the ICU. Particularly, respiratory physiotherapy techniques can promote mucociliary clearance and lung recruitment. These techniques include high flow oxygen therapy (HFOT), noninvasive mechanical ventilation (NIV), invasive mechanical ventilation, and assistance in the weaning process from mechanical ventilation as well as the physical rehabilitation of critically ill subjects.12

Respiratory physiotherapy

Respiratory physiotherapy techniques aim to expand the thorax to promote lung recruitment and prevent the retention of bronchial secretions and atelectasis.13

Respiratory physiotherapy can promote airway permeabilization.14 It also includes techniques such as:

  • Postural drainage (positioning subject in lateral decubitus to facilitate drainage of bronchial secretion using the force of gravity12);

  • Manual lung hyperinflation (using a manual rebreathing bag connected to a flow of oxygen. A pressure is applied to the bag that is capable of generating pressure peaks of up to 40 cmH2O12);

  • Ventilator lung hyperinflation (this maneuver is performed in controlled mechanical ventilation, doing six breaths per minute with an inspiratory slow flow of 20 L/min, then an inspiratory pause of 2 s, followed by hyperinflation by increasing tidal volume by 200 mL until peak airway pressure of 30 cmH2O12);

  • Percussion (percussing with palm of hand rhythmically on the affected lung segment12);

  • Vibro-compression (fast rhythmic movements with high intensity to cause vibration at the bronchial level. Performed by hand open on the thorax applying pressure);

  • Compression techniques should achieve a difference higher than 33 L/min between peak expiratory flow and peak inspiratory flow (PEF–PIF)15); and

  • Aspiration techniques (direct aspiration of the secretion into the endotracheal tube).

The evidence on the use of respiratory physiotherapy techniques in subject with ARDS is still controversial.4 In this sense, EIT could result in a guide for the application of such maneuvers in subjects with high risk and alveolar instability. Recent evidence has shown that EIT – looking at center of ventilation and end-expiratory lung impedance (EELI) – is a tool that can guide physiotherapy at the bedside of the critically ill subject, not only to compare lung aeration pre versus post therapy, but also to obtain a real-time guide to alveolar gas gain and distribution.13,16

In spontaneously ventilated subjects with ARDS, there is a potential risk for spontaneous ventilation-induced lung injury (P-SILI).17 This risk could be exacerbated by lung expansion maneuvers performed by the physiotherapist. By performing a simple calibration consisting of executing 10 breaths inside a calibration balloon and using the tidal variation of impedance differences, it is possible to determine with EIT the tidal volume mobilized by the subject, even during non-invasive respiratory support or respiratory physiotherapy maneuvers in spontaneously breathing subjects. This could help prevent P-SILI and ensure a safer process of respiratory physiotherapy.18

Body position and physical therapy

The body position of critically ill subjects affects ventilation and can lead to decreased lung volume and hypoxemia.19 Physical therapy can help mitigate the negative effects associated with bed rest.20 For example, the application of HFOT in postoperative abdominal surgery subjects placed in a semi-sitting position in bed – inclined at 45° – has been shown to increase EELI as evaluated by EIT, compared to conventional oxygen therapy.25 In addition, in subjects undergoing mechanical ventilation with mild to moderate ARDS, higher positioning such as sitting on the edge of the bed, bipedal standing, walking, and other functional activities have been found to increase EELI and oxygenation without the need to increase PEEP or FiO2,5 as shown in Fig. 2.

Figure 2.

Effects of physical therapy and body position on lung impedance. Legend: position 1: bed rest position. First average image of EELI. Position 2: stand up and walk beside bed. Last average image of EELI.

(0.13MB).
Noninvasive mechanical ventilation

Alteration in pulmonary aeration is easily recognized by EIT through three indexes: the heterogeneity index,21 the variation of tidal impedance22 and pulmonary impedance at the end of expiration.23

NIV, which in the last 20 years has played a crucial role in the management of ventilatory failure in the emergency room and in the ICU, is considered the support of choice in 80% of exacerbations associated with chronic cardiac and respiratory failure and the first line technique to relief subject’s symptoms in 40% of cases,24,25 thus providing a positive pressure that increases EELI. Specifically, a clinical trial found that survivors increased EELI of 50% as compared with non-survivors, where the EELI increased only by 24%.26

High flow oxygen therapy

The use of HFOT can be helpful to prevent intubation and invasive MV in subjects with hypoxemia and a mild to moderate increase of work of breathing.27 In healthy young people, without increased ventilatory work, an increase in EELI is generated when comparing ventilation in high flow nasal cannula device as compared with room air. Several groups of researchers seek to find a predictor index that determines the need for intubation when using HFOT, through evaluation with EIT, without finding differences between subjects who presented a favorable clinical response to high-flow oxygen therapy compared to those who did not.28 Recently, an asymmetric cannula, designed with a smaller diameter tip and a larger diameter tip, has been approved for clinical use, resulting in an overall 30%–40% increase in total cross-sectional area compared to a conventional interface of the same size.29 This clinical trial used EIT to compare the effects on EELI of conventional nasal cannula versus asymmetric cannula.

Specific clinical situations in subjects under mechanical ventilationVisualization of air trapping

Recent evidence reports the possibility of visualizing trapped air though EIT – which would constitute intrinsic PEEP – during acute obstructive events in users with exacerbated chronic obstructive pulmonary disease under invasive mechanical ventilation. This by means of visualization regional end-expiratory flow. Indeed, it is possible to diagnose air trapping by EIT, as well as to guide clinical therapeutics such as the execution of aerosol therapy.30 In that way EIT could visualize effective nebulization to provide efficient inhalation delivery of the drug, increasing, if necessary, the effective dose to reach the distal airways.31

Assessment of spontaneous ventilation

The transition from controlled ventilation, under sedation, to spontaneous or partially controlled ventilatory modalities is a challenge that the clinician faces, especially in situations where connection to mechanical ventilation is associated with respiratory failure. In this sense, EIT allows observing how in injured lungs, a “pendelluft” phenomenon can be generated; movement of air within the lung from non-dependent to dependent regions, without any change in tidal volume, generating dangerous mechanical tension in the dorsal areas, all this caused by spontaneous breathing during mechanical ventilation, at the wrong time.32

In this sense, in patients with ARDS, “pendelluft” phenomenon associated with the onset of spontaneous ventilation has been demonstrated. This phenomenon presented an independent association with the increase of specific inflammatory biomarkers related to lung injury induced by mechanical ventilation, such as interleukin (IL)-8, IL-18, and Caspase-1.33

Spontaneous breathing trial test

The process of liberation from MV, known as weaning, is a critical event that involves removing the endotracheal tube and invasive MV support. The success or failure of weaning from MV can greatly impact the morbidity and mortality of critically ill subjects. The spontaneous breathing trial (SBT) is a testing process to determine if a subject can ventilate without support. However, there is currently no consensus on the best technique to define the success or failure of extubation. Multi-modal monitoring is crucial in this pathway to aid in clinical decision-making.34

In some cases, respiratory fatigue, indicated by a loss of EELI at EIT, has been observed within the first five minutes of SBT. Patients who experience this exhaustion phenomenon also tend to have a higher rate of heterogeneity.34

If the heterogeneity index is greater than 41.5, it is not recommended to extubate the subject as it is associated with a failure rate of 87.5%, with a sensitivity of 60.9%. For subjects with an initial heterogeneity index of >41.5, the spontaneous ventilation test should be avoided to prevent failures in 87.5% of cases, with a sensitivity of 60.9%. This method could be used as a detection method to support decision-making.35 EIT seems more precise in predicting successful weaning compared to functional parameters of gas exchange or respiratory mechanics.36 Indeed, during spontaneous breathing, the variation of tidal impedance is significantly reduced, indicating increased respiratory fatigue.34

Alveolar recruitment maneuver

Alveolar recruitment maneuvers (ARM) are a procedure used in MV in selected cases in subjects with acute respiratory failure or ARDS, where alveolar instability is observed. Many techniques of respiratory physiotherapy can promote alveolar recruitment, and protocolized physiotherapy sessions often include ARMs. The goal of ARM is to decrease lung collapse, improve oxygenation, lung compliance, and increase functional residual capacity.37

It is crucial to determine the lung’s recruitment capacity to avoid overdistension and potential VILI.38 In this context, EIT plays an important role in providing real-time information on the behavior of lung ventilation and its homogeneity during the maneuver. This information can be used to optimize the application of PEEP and tailor the strategy to each subject’s characteristics.

A recent study published by Jonkman et al.39 describes in a cohort of subjects diagnosed with moderate to severe ARDS by COVID-19, the use of EIT to define alveolar recruitment potential and PEEP titration. The study analyzed optimal PEEP, regional distribution of collapse and overdistension, regional distribution of ventilation, recruitment/inflation ratio (R/I), respiratory mechanics, hemodynamics, gas exchange, and recruitment capacity. The authors concluded that EIT is important and feasible in establishing individualized PEEP values, optimizing protective mechanical ventilation The authors conclude the importance and feasibility of EIT to establish an individualized PEEP value according to the characteristics of distensibility and alveolar recruitment of each subject, thus optimizing protective mechanical ventilation.39

Recently, the combination of EIT and esophageal balloon has been used to provide individualized mechanical ventilation support and protection in subjects on mechanical ventilation.35 In addition, a recent systematic review has concluded that the use of EIT is a useful imaging technique that provides safety when performing a PEEP titration maneuver.40

Conclusions

EIT is a promising non-invasive tool that could guide clinical strategies for respiratory physiotherapy maneuvers, such as to identify the right time to switch from controlled to assisted ventilation and spontaneous breathing in the context of weaning from MV, PEEP titration, visualization of acute phenomena such as atelectasis, pleural effusion, pneumothorax, and assessment of subject ability to cough. EIT offers advantages over traditional monitoring tools, including non-invasiveness, radiation-free imaging, and dynamic monitoring. This real-time guidance will also make it possible to observe the distribution of alveolar gas within the lungs, which will lead to safer physiotherapy.

Authors’ contribution

RA writing first draft. All authors substantial contribution in conception and design, interpretation of literature, revision for critical important intellectual content, editing, approval of the version submitted. DB supervision, writing, editing.

Funding

None.

Conflicts of interest

None.

Acknowledgment

None.

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