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Original article
Influence of rate of administration on the mechanism behind propofol induced loss of consciousness
Influencia de la tasa de administración en el mecanismo subyacente a la pérdida de consciencia inducida por propofol
P. Sepúlvedaa,
Corresponding author
pasevou@gmail.com

Corresponding author.
, I. Acostab, A. Hoppeb, F.A. Loboc, E. Carrascod
a Servicio de Anestesiología y Dolor, Hospital Base San José Osorno, Osorno, Chile
b Departamento de Neurología, Clínica Alemana Santiago, Vitacura, Santiago, Chile
c Centro Hospitalar do Porto, Hospital Geral de Santo António, Porto, Portugal
d Universidad del Desarrollo, Facultad de Medicina Clínica Alemana
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">The mechanisms involved in propofol-induced loss of unconsciousness &#40;LOC&#41; are not yet fully understood&#46;<a class="elsevierStyleCrossRef" href="#bib0005"><span class="elsevierStyleSup">1</span></a> The concept of depth of anaesthesia has been used when processing electroencephalogram &#40;EEG&#41; signals&#44; and is based on the assumption that there is an inverse linear relationship between propofol concentration and cerebral depression on EEG&#46; From a pharmacological and neurobiological perspective&#44; there are several inconsistencies&#44; inaccuracies and limitations in the current notion of depth of anaesthesia as a simplifying mechanism&#44; even when it is accompanied by the &#8220;effect-site&#8221; concept&#46;<a class="elsevierStyleCrossRef" href="#bib0010"><span class="elsevierStyleSup">2</span></a> For example&#44; the recently observed concentration-effect hysteresis loop has been attributed solely to the equilibration delay between plasma and effect-site concentration&#44; and other possible explanations such as slow activation&#47;disassociation of receptors and neural pathways&#44; changes in pharmacodynamics over time&#44; or an indirect drug action mechanism<a class="elsevierStyleCrossRef" href="#bib0015"><span class="elsevierStyleSup">3</span></a> have been ignored&#46;</p><p id="par0010" class="elsevierStylePara elsevierViewall">At the same time&#44; the mechanisms of anaesthesia-induced LOC are more likely related to specific episodes of localized disconnection and lack of information processing&#44; rather than global central nervous system depression&#46;<a class="elsevierStyleCrossRef" href="#bib0020"><span class="elsevierStyleSup">4</span></a></p><p id="par0015" class="elsevierStylePara elsevierViewall">In current pharmacological models of propofol&#44; the time course of the effect of the drug is described on the basis of the interaction between pharmacokinetic and pharmacodynamic parameters with an effect-site rate constant &#40;ke0&#41;&#46; The rate constant ke0&#44; a component of target controlled infusion &#40;TCI&#41; devices&#44; allows clinicians to calculate the effect site concentration &#40;CeCALC&#41; for any particular administration&#46;</p><p id="par0020" class="elsevierStylePara elsevierViewall">Glen and Engbers<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">5</span></a> recently highlighted the advantages of effect-site TCI systems over plasma concentration-based TCI systems&#46; CeCALC models are still widely debated&#46;<a class="elsevierStyleCrossRefs" href="#bib0030"><span class="elsevierStyleSup">6&#8211;9</span></a></p><p id="par0025" class="elsevierStylePara elsevierViewall">Design differences &#40;for example&#44; the different electroencephalographic processing methods used to quantify the hypnotic effect&#44; the parameters used to determine the moment of LOC&#44; the rate and route &#91;arterial or venous&#93; of drug administration&#41; have led the development of very different models that can cause confusion in clinical practice &#8211; an issue that is widely discussed in the literature&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">Although the effect-site approach assumes that LOC is induced by a simple mechanism&#44; and is followed by a stable state of unconsciousness&#44; there is evidence to suggest the existence of predominately cortical or brainstem mechanisms due to the rate of drug administration and the effect-site concentration&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">We hypothesised that LOC can be achieved through different mechanisms&#44; depending on the rate of induction&#58; slow administration of propofol during induction would be associated with preservation of brainstem function at the time of LOC&#44; while rapid administration would supress these functions during LOC&#46; The existence of different mechanisms&#44; and hence different effect-sites&#44; could produce different states of neurological depression in LOC&#46;</p><p id="par0040" class="elsevierStylePara elsevierViewall">In this study&#44; therefore&#44; we investigate whether the CeCALC of propofol resulting from different rates of administration may represent a unique neurological condition called &#8220;effect site&#8221;&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Methods</span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Design</span><p id="par0045" class="elsevierStylePara elsevierViewall">This was a single-centre&#44; blinded&#44; randomized trial approved by the Ethics Committee of the Cl&#237;nica Alemana de Santiago&#46;</p></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Inclusion and exclusion</span><p id="par0050" class="elsevierStylePara elsevierViewall">All patients signed an informed consent form prior to randomization and other study procedures&#46; Inclusion criteria were&#58; age 18&#8211;65 years of age&#44; scheduled for hip arthroscopy&#44; ASA I-II&#44; no previous medication&#44; no history of neurological disease&#44; and normal neurological evaluation&#46; Patients with a history of substance or alcohol abuse&#44; documented adverse reactions to propofol&#44; and those who had received neurotropic drugs within the 48&#160;h preceding the procedure were excluded&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Intervention</span><p id="par0055" class="elsevierStylePara elsevierViewall">The study coordinator used the random number generator SPLUS &#40;TIBCO Software Inc&#46;&#44; Palo Alto&#44; CA&#44; USA&#41; to assign subjects evenly to either the rapid induction &#40;RI&#41; or slow induction &#40;SI&#41; group&#46; Subjects assigned to the RI group received propofol using the TCI Marsh model &#40;ke0 1&#46;21&#160;min<span class="elsevierStyleSup">&#8722;1</span>&#41; for a calculated target infusion of 5&#46;4&#160;&#181;g&#47;mL &#40;loading dose of 1&#46;9&#160;mg&#47;kg EC95 of propofol for LOC&#41;&#44; and those assigned to the SI group received propofol at a rate of 10&#160;mg&#47;kg&#47;h&#46;<a class="elsevierStyleCrossRefs" href="#bib0050"><span class="elsevierStyleSup">10&#44;11</span></a> The Primea Orchestra &#40;Fresenius-Kabi&#44; Brezins&#44; France&#41; infusion pump was used in both groups&#44; and we obtained effect site concentration &#40;Ce&#41; data at the time of LOC from the infusion pump&#46; Once the SI group had achieved LOC&#44; the infusion mode was changed to TCI&#44; using the effect site concentration at loss of consciousness &#40;Ce<span class="elsevierStyleInf">LOC</span>&#41; value as a target&#46; Infusion was maintained for 10&#160;min in both groups to allow us to conduct spectrogram analysis&#46;</p></span><span id="sec0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0090">Systematic neurological evaluation&#58; Full Outline of UnResponsiveness &#40;FOUR&#41; score</span><p id="par0060" class="elsevierStylePara elsevierViewall">The FOUR score was used to assess neurological changes during induction of LOC&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a> The clinical outcome assessments were performed by a single neurologist &#40;IA&#41; blinded to group assignment&#46; The FOUR score is a coma scale that evaluates four components&#58; ocular response &#40;E&#41;&#44; motor response &#40;M&#41;&#44; stem-brain reflexes &#40;B&#41;&#44; and respiration pattern &#40;D&#41;&#46; Each component has a maximum score of 4&#46; The motor component combines the withdrawal reflex and decorticate rigidity responses&#59; the position of the hands &#40;thumb up&#44; fist and peace sign&#41; is a valid and reliable method to assess alertness&#46; The three reflexes tested &#40;photomotor&#44; corneal and cough&#41; in the B component assess the integrity of the mesencephalon&#44; the pontine tegmentum and the medulla in different combinations&#46; The respiration pattern component shows bi-hemispheric or lower brainstem dysfunction&#44; where a score of 0 could indicate brain death&#46; The FOUR score&#44; together with other coma scales&#44; gives a rapid&#44; reproducible clinical assessment of brainstem reflexes&#46;</p><p id="par0065" class="elsevierStylePara elsevierViewall">We did not perform serial cough reflex evaluations&#44; as this involves the use of an endotracheal tube in all evaluations&#46; The FOUR score uses this reflex to detect lack of medullary response as evidence of brain death&#46; Our aim was to evaluate the activity of the brainstem nuclei involved in generating unconsciousness&#44; mainly the midbrain-pontine structures&#44; so we did not measure &#8220;absent pupil&#44; corneal and cough reflexes&#8221; &#40;B0&#41;&#44; and instead measured only &#8220;absent pupil and corneal reflexes&#8221; &#40;B1&#41; &#40;<a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#41;&#44; and took this as B0&#46;</p><elsevierMultimedia ident="tbl0005"></elsevierMultimedia></span><span id="sec0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0095">Endpoints and results</span><p id="par0070" class="elsevierStylePara elsevierViewall">The primary endpoint is the suppression of brainstem function in LOC&#44; which was defined as the absolute absence of eye opening &#40;E&#160;&#61;&#160;0&#41; and the absence of response to verbal and painful stimuli &#40;M&#160;&#61;&#160;0&#41;&#46; Suppression of brainstem function was defined as the absence of brainstem reflexes &#40;pupil&#44; cornea&#44; and cough&#58; B&#160;&#61;&#160;0&#41; and respiration pattern score &#40;breaths at ventilator rate or apnoea&#58; D&#160;&#61;&#160;0&#41;&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">A neurologist &#40;IA&#41; blinded to the induction technique performed the neurological evaluation using the FOUR score every 30&#160;s from the start of propofol infusion to LOC&#46; The Patient State Index &#40;PSI&#41; calculated using the Sedline monitor&#174; &#40;Masimo&#44; Irvine&#44; CA&#44; USA&#41; and the propofol CeCALC were recorded from the start of induction&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">Following this&#44; based on drug volume and infusion time&#44; we used the Anestfusor Series II Pro &#40;Faculty of Medicine&#44; University of Chile&#44; available at <a href="http://www.smb.cl">www&#46;smb&#46;cl</a>&#41; and Tivatrainer &#40;GuttaBV&#44; Aerdenhout&#44; The Netherlands&#44; available at <a href="https://www.eurosiva.eu/tivatrainer/TTweb/TTinfo.html">https&#58;&#47;&#47;www&#46;eurosiva&#46;eu&#47;tivatrainer&#47;TTweb&#47;TTinfo&#46;html</a>&#41; software to simulate the respective behaviour and CeCALC of propofol at the time of LOC of 3 other Pk&#47;Pd models&#58; the original Marsh model &#40;ke0 0&#46;2&#160;min<span class="elsevierStyleSup">&#8722;1</span>&#41;&#44; the modified Marsh model &#40;ke0 1&#46;21&#160;min<span class="elsevierStyleSup">&#8722;1</span>&#41;&#44; the Schnider model &#40;ke0 0&#46;45&#160;min<span class="elsevierStyleSup">&#8722;1</span>&#41; and the Eleved model &#40;ke0 0&#46;26&#160;min<span class="elsevierStyleSup">&#8722;1</span>&#41;&#46;<a class="elsevierStyleCrossRefs" href="#bib0050"><span class="elsevierStyleSup">10&#44;13&#8211;15</span></a></p></span><span id="sec0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0100">Statistical analysis</span><p id="par0085" class="elsevierStylePara elsevierViewall">With an estimated 10&#37; loss of brainstem function in slow induction and 90&#37; in rapid induction&#44; we needed to recruit at least 8 patients in each group to detect a difference with a significance of 5&#37; and a statistical power of 80&#37;&#46;</p><p id="par0090" class="elsevierStylePara elsevierViewall">We used Fisher&#39;s exact test to analyse the primary endpoint &#40;presence of brainstem reflex&#41;&#44; and time to LOC was described using the Kaplan&#8211;Meyer estimator compared with the Log-rank test&#46; We used a 2-sample t-test to analyse the differences in CeCALC and PSI between study groups&#46;</p></span></span><span id="sec0045" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0105">Results</span><span id="sec0050" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0110">Internal analysis</span><p id="par0095" class="elsevierStylePara elsevierViewall">There were no significant differences in demographic data between groups &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#41;&#46; The probabilities of remaining conscious &#40;awake&#41; over time in both arms are shown in <a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia><elsevierMultimedia ident="fig0005"></elsevierMultimedia><p id="par0100" class="elsevierStylePara elsevierViewall">We observed statistically significant differences in the presence or absence of brainstem reflexes at the time of LOC &#40;<a class="elsevierStyleCrossRef" href="#tbl0015">Table 3</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0015"></elsevierMultimedia><p id="par0105" class="elsevierStylePara elsevierViewall">All subjects undergoing slow induction scored 4 points on FOUR B and R &#40;pupil and corneal reflexes present and regular breathing pattern&#41;&#44; 7 subjects in the RI group scored 0 on both FOUR B and R &#40;pupil and corneal reflexes absent&#44; apnoea&#41;&#44; and 1 subject scored 4 on both B and R &#40;pupil and corneal reflexes present and regular breathing pattern&#41;&#46; Fisher&#39;s exact test &#40;p&#160;&#61;&#160;0&#46;001&#41; showed significant differences in terms of brainstem reflexes at the time of LOC&#41; &#40;<a class="elsevierStyleCrossRef" href="#tbl0015">Table 3</a>&#41;&#46;</p><p id="par0110" class="elsevierStylePara elsevierViewall">Drug volume&#44; mean time to LOC&#44; SEF95&#44; and SEDline PSI&#8482; at the time of LOC are shown in <a class="elsevierStyleCrossRef" href="#tbl0020">Table 4</a>&#46; This table also shows the mean CeCALC values at the time of LOC using the 4 different propofol effect-site models&#46;</p><elsevierMultimedia ident="tbl0020"></elsevierMultimedia></span></span><span id="sec0055" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0115">Discussion</span><p id="par0115" class="elsevierStylePara elsevierViewall">The results of this study show that propofol-induced LOC is accompanied by different responses during suppression of brainstem function that are determined by the rate of administration and shown by different effect-site concentrations&#46;</p><p id="par0120" class="elsevierStylePara elsevierViewall">Rapid infusion mainly affected the subcortical mechanism&#44; whereas slow propofol infusion until LOC was not associated with the loss of brainstem reflexes&#44; suggesting a predominantly cortical of loss of consciousness mechanism&#46; These findings support the hypothesis that anaesthesia-induced LOC occurs through mechanisms&#44; and these are not consistent with the theoretical CeCALC predicted by conventional Pk&#47;Pd models created to show the varying time course of the effect&#46;</p><p id="par0125" class="elsevierStylePara elsevierViewall">In a previous study evaluating rapid and intermediate rates of propofol administration using the Cerebral State Index monitor&#44; Sep&#250;lveda et al&#46; found different CeCALCs at the time of LOC&#46; Inconsistencies and differences in CeCALC at LOC between groups are related to the design of the effect-site model&#46;<a class="elsevierStyleCrossRefs" href="#bib0080"><span class="elsevierStyleSup">16&#44;17</span></a> The time course described by the rate constant ke0 is proportional to the concentration gradient between the central volume and the empirical and theoretical effect-site concept&#44; and the correlation between ke0 and the rate of administration differs among authors&#46;<a class="elsevierStyleCrossRefs" href="#bib0035"><span class="elsevierStyleSup">7&#44;16&#44;18</span></a></p><p id="par0130" class="elsevierStylePara elsevierViewall">Effect site modelling is greatly affected by inaccuracies during the first 5&#160;min of the mixing phase&#46;<a class="elsevierStyleCrossRefs" href="#bib0095"><span class="elsevierStyleSup">19&#44;20</span></a> Recently&#44; Glen and Engbers<a class="elsevierStyleCrossRef" href="#bib0025"><span class="elsevierStyleSup">5</span></a> conducted a simulation study to clarify these discrepancies&#44; and found that they could be due to various pharmacokinetic misinterpretations&#46;</p><p id="par0135" class="elsevierStylePara elsevierViewall">The results of our study help explain the discrepancies in another way&#46; The mechanisms underlying the generation of anaesthesia-induced LOC &#40;predominantly cortical vs&#46; brainstem&#41; are different pharmacodynamic and neurological phenomena&#44; although both lead to clinical LOC&#46; Therefore&#44; the effect should be shown using different effect-site models for each mode of induction&#46;</p><p id="par0140" class="elsevierStylePara elsevierViewall">The effect-site model is based on different methods of processing EEG activity during drug administration&#44; and shows a linear reduction in cortical neuroelectric activity described as anaesthesia depth&#46; These parameters&#44; however&#44; are derived from pharmacokinetic models of neural correlates of consciousness based on incorrect descriptions of the mixing phase and an EEG processing index with low specificity and no sensitivity&#46;<a class="elsevierStyleCrossRef" href="#bib0105"><span class="elsevierStyleSup">21</span></a> Therefore&#44; the concept of a unique&#44; extended effect-site correlated with clinical anaesthesia-induced LOC is incorrect&#44; and warrant a different approach that includes the different neural correlates of consciousness&#46;<a class="elsevierStyleCrossRef" href="#bib0110"><span class="elsevierStyleSup">22</span></a></p><p id="par0145" class="elsevierStylePara elsevierViewall">The effects after rapid administration of a bolus of propofol are difficult to model&#44; showing problems with frontal kinetics&#46; This highly concentrated but unstable bolus ascends through the cerebral arterial circulation and rapidly reaches the GABAergic neurons of the pontine-medullary respiratory circuits and the pontine and mesencephalic structures of the reticular formation&#44; together with their thalamic and hypothalamic projections&#44; and ultimately blocks input from stimuli&#46; All of this has been described as part of the bottom-up mechanism of LOC&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">23</span></a></p><p id="par0150" class="elsevierStylePara elsevierViewall">In the SI group&#44; we observed various clinical signs suggestive of a top-down phenomenon in which LOC occurs with preserved brainstem function and is probably associated with the breakdown of frontoparietal connectivity&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">23</span></a> Subjects consistently showed a loss of pursuit eye movement&#44; suggesting impairment of the medial temporal cortical and lateral parietal networks involved in the potentials that determine the speed and direction of tracking eye movement&#46;<a class="elsevierStyleCrossRef" href="#bib0120"><span class="elsevierStyleSup">24</span></a> These data suggest that the phenomenon of cortical detachment associated with slow induction of LOC would be sufficient to generate a state of unconsciousness similar to NREM sleep and avoid the creation and activation of episodes of wakefulness&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">23</span></a></p><p id="par0155" class="elsevierStylePara elsevierViewall">The correlation between speed of induction and the mechanisms of unconsciousness has potential relevance for anaesthesia in clinical practice&#44; especially when calculating the Ce required for LOC in an individual patient&#44; and avoid unnecessary overdose of anaesthesia agents&#46; We believe slow&#44; progressive&#44; gradual induction is more accurate&#44; since the Pk&#47;Pd prediction models for slow infusions have shown better performance&#46;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">19</span></a></p><p id="par0160" class="elsevierStylePara elsevierViewall">The use of anaesthesia induction targets based on mean population values&#44; or &#8220;statistics&#8221;&#44; leads not only to the familiar haemodynamic effects of overdose&#44; but also prevents clinicians from calculating anaesthesia requirements individually&#44; bearing in mind that modern EEG-based monitors for measuring depth of anaesthesia do not reflect the complexity of the LOC processes that occur during anaesthesia&#46;<a class="elsevierStyleCrossRefs" href="#bib0125"><span class="elsevierStyleSup">25&#44;26</span></a></p><p id="par0165" class="elsevierStylePara elsevierViewall">Although slow infusion through cortical circuits prolongs time to LOC&#44; it is more predictable in terms of plasma mixture concentration and establishment of LOC&#44; which is less influenced by brainstem structures&#46;</p><p id="par0170" class="elsevierStylePara elsevierViewall">Differences found in CeCALC using the Marsh and Schnider models can be explained in various ways&#46; The time to maximum effect in the Schnider model was obtained on the basis of rapid manual boluses &#40;1&#46;6&#160;min&#41;&#44; which contradicts his own Emax pharmacodynamic model obtained by slow infusions&#44; showing an EC50 of 2&#46;35&#160;&#956;g ml<span class="elsevierStyleSup">&#8722;1</span> for LOC in subjects aged 25 years&#46; The Ce<span class="elsevierStyleInf">LOC</span> values in our study were quite high in the rapid infusion group&#46; As such&#44; they were not appropriate as anaesthesia maintenance targets and would have led to an overdose&#46;</p><p id="par0175" class="elsevierStylePara elsevierViewall">The original Marsh model&#44; meanwhile&#44; shows less CeCALC mismatch between groups&#59; however&#44; this model &#40;which cannot be used in effect-site TCI systems&#41; shows a similar CeCALC for different neurological conditions revealed by the FOUR score and different PSI values &#40;<a class="elsevierStyleCrossRef" href="#tbl0020">Table 4</a>&#41;&#46;</p><p id="par0180" class="elsevierStylePara elsevierViewall">The modified Marsh model &#40;available on modern infusion pumps&#41; has a time to peak effect &#40;TTPE&#41; of 1&#46;6&#160;min&#44; and has the same problem as Schnider&#39;s model&#46; The ke0 in this model was derived from a TTPE following rapid bolus administration and is similar &#40;2&#160;mg&#47;kg&#41; to that of Schnider&#44; though slightly slower &#40;1200&#160;ml&#47;h&#41;&#46;</p><p id="par0185" class="elsevierStylePara elsevierViewall">We used the FOUR score to evaluate our study subjects because it has been validated for clinical use&#44; and estimates alertness &#40;awakening&#41; as well as mesencephalic &#40;pontine&#41; and medullary &#40;respiratory&#41; reflexes&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">12</span></a> The FOUR was also quick to administer and reproducible in the clinical setting&#46; This allowed us to perform serial evaluations at short intervals &#40;less than 30&#160;s&#41; during anaesthesia induction and to compare reactive &#40;E and M&#41; against reflective &#40;B and D&#41; components of the FOUR score as a function of time&#46;<a class="elsevierStyleCrossRef" href="#bib0135"><span class="elsevierStyleSup">27</span></a></p><p id="par0190" class="elsevierStylePara elsevierViewall">In our study&#44; LOC was also defined as the absence of motor response&#44; and was evaluated using both physical and auditory stimuli&#46; We believe this criterion is more specific and consistent with the LOC level required under anaesthetic conditions&#46;</p><p id="par0195" class="elsevierStylePara elsevierViewall">The limitations of this study concern the characteristics of the clinical evaluation used &#8211; the FOUR score &#8211; which does not provide any information on superior functions&#46; However&#44; this instrument is highly effective in assessing the brainstem and cortical components of anaesthesia induction&#44; even though it was designed and validated in very different clinical contexts from that used in this study&#46; Another limitation is that we were only able to use surrogate parameters to build the effect-site PD models&#46; Future research will make it possible to progress from effect modelling to managing general anaesthesia based on actual pharmacodynamics&#46;</p><p id="par0200" class="elsevierStylePara elsevierViewall">Despite the small size of our cohort&#44; it was large enough to shown the vast difference in clinical status between the two types of induction strategies&#46;</p><p id="par0205" class="elsevierStylePara elsevierViewall">Although our results are probably not new to many clinicians&#44; the inconsistency of current effect site models has not hitherto been discussed in depth&#46; Our findings allow us to suggest that rapid anaesthesia induction produces a type of &#34;bottom-up&#34; LOC that predominantly affects brainstem structures&#44; while slow induction produces a &#34;top-down&#34; LOC that predominantly affects cortical structures and their connections&#46; Pharmacological descriptions based on models that do not distinguish between these two LOC mechanisms and assume the existence of a single effect site&#44; together with the difficulties in modelling the kinetics of the first minutes of rapid administration&#44; would explain the frequent discrepancies found between effect-time prediction models&#46; More importantly&#44; this impacts the way we use these models to assess &#40;individualize needs&#41; and adjust drug delivery&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">28</span></a></p></span><span id="sec0060" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0120">Authorship</span><p id="par0210" class="elsevierStylePara elsevierViewall">P&#46; Sep&#250;lveda&#58; designed the protocol&#44; performed the study techniques&#44; and drafted the manuscript&#46;</p><p id="par0215" class="elsevierStylePara elsevierViewall">I&#46; Acosta&#58; designed the protocol&#44; performed the study techniques&#44; analysed the data&#44; wrote the manuscript and organised the logistics&#46;</p><p id="par0220" class="elsevierStylePara elsevierViewall">E&#46; Carrasco&#58; designed the protocol&#44; performed the study techniques&#46;</p><p id="par0225" class="elsevierStylePara elsevierViewall">A&#46; Hoppe&#58; designed the protocol and drafted the manuscript&#46;</p><p id="par0230" class="elsevierStylePara elsevierViewall">F&#46;A&#46; Lobo&#58; performed a critical review and drafted the manuscript&#46;</p></span><span id="sec0065" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0125">Conflict of interests</span><p id="par0235" class="elsevierStylePara elsevierViewall">The authors have no conflict of interest to declare&#46;</p></span></span>"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Background</span><p id="spar0055" class="elsevierStyleSimplePara elsevierViewall">Propofol effect-site time course models included in TCI systems have been under discussion&#46;</p><p id="spar0060" class="elsevierStyleSimplePara elsevierViewall">We hypothesized that the rate of administration is a major contributor affecting the construction of a useful effect-site model&#58; yielding different plasmatic concentrations&#44; loss of consciousness may occur by different mechanisms more complex than the pharmacological effect-site&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methodology</span><p id="spar0065" class="elsevierStyleSimplePara elsevierViewall">ASA I<span class="elsevierStyleGlyphsbnd"></span>II patients were randomized in two groups&#58; rapid induction &#40;RI&#41; received TCI of propofol effect-site &#40;CeCALC&#41; 5&#46;4&#160;&#956;g&#47;mL &#40;modified Marsh model&#41;&#44; and slow induction &#40;SI&#41; propofol infusion of 10&#160;mg&#47;kg&#47;hour&#46; A neurologist&#44; blinded to induction method&#44; performed neurological assessments using the FOUR score until the loss of consciousness &#40;LOC&#41;&#46; At LOC&#44; the presence of brain stem reflexes&#44; EEG index &#40;PSI&#41; and infusion time&#47;mass of drug were registered&#46; Fisher&#39;s exact test was used to describe differences between brain stem reflexes and respiration components of the FOUR score and CeCALC for 4 propofo models at LOC time&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0070" class="elsevierStyleSimplePara elsevierViewall">16 patients divided in two groups were included&#46; All patient in SI had brainstem reflexes free at LOC&#46; In the RI&#44; all patients had brain stem reflexes abolished and 1 patient had B and R of 4 points in the FOUR score &#40;brain stem reflexes unaffected&#59; <span class="elsevierStyleItalic">P</span>&#160;&#60;&#160;&#46;001&#41;&#46; CeCALC at LOC time were contradictory at LOC in both groups and using 4 different Pk&#47;Pd models&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0075" class="elsevierStyleSimplePara elsevierViewall">Depending of the infusion rate&#44; propofol CeCALC at LOC calculated by different Pk&#47;Pd models could be the source of confuse data to be used to guide the state of general anesthesia&#46;</p></span>"
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Antecedentes</span><p id="spar0080" class="elsevierStyleSimplePara elsevierViewall">Se han debatido los modelos de curso temporal del sitio de efecto del propofol&#46;</p><p id="spar0085" class="elsevierStyleSimplePara elsevierViewall">Nosotros supusimos que la tasa de administraci&#243;n es un gran factor contributivo que afecta a la construcci&#243;n de un modelo de sitio de efecto &#250;til&#58; elaborando distintas concentraciones plasm&#225;ticas&#44; la p&#233;rdida de consciencia puede producirse debido a diferentes mecanismos m&#225;s complejos que el sitio del efecto farmacol&#243;gico&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">Metodolog&#237;a</span><p id="spar0090" class="elsevierStyleSimplePara elsevierViewall">Se aleatorizaron pacientes ASA&#160;I-II en dos grupos&#58; el grupo de inducci&#243;n r&#225;pida &#40;IR&#41; recibi&#243; TCI de sitio de efecto de propofol &#40;CeCALC&#41; 5&#44;4&#160;&#956;g&#47;mL &#40;modelo Marsh modificado&#41; y el grupo de inducci&#243;n lenta &#40;IL&#41; recibi&#243; una infusi&#243;n de propofol de 10&#160;mg&#47;kg&#47;h&#46; Un neur&#243;logo&#44; a quien se ocult&#243; el m&#233;todo de inducci&#243;n&#44; realiz&#243; las evaluaciones neurol&#243;gicas utilizando la escala FOUR hasta lograr la p&#233;rdida de consciencia &#40;LOC&#41;&#46; Una vez lograda&#44; se registraron la presencia de reflejos troncoencef&#225;licos&#44; el &#237;ndice EEG &#40;PSI&#41; y el tiempo de infusi&#243;n&#47;masa del f&#225;rmaco&#46; Se realiz&#243; la prueba exacta de Fisher para describir las diferencias entre los reflejos troncoencef&#225;licos y los componentes respiratorios de la escala FOUR&#44; as&#237; como CeCALC para los 4 modelos de propofol en el momento de la LOC&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0095" class="elsevierStyleSimplePara elsevierViewall">Se incluyeron 16 pacientes&#44; divididos en dos grupos&#46; Todos los pacientes del grupo IL tuvieron reflejos troncoencef&#225;licos libres en LOC&#46; En el grupo IR&#44; en todos los pacientes se suprimieron los reflejos troncoencef&#225;licos&#44; y un paciente obtuvo 4 puntos B y R en la escala FOUR &#40;reflejos troncoencef&#225;licos no afectados&#59; p&#160;&#60;&#160;0&#44;001&#41;&#46; CeCALC en el momento de LOC fue contradictorio en ambos grupos&#44; utilizando 4 modelos Pk&#47;Pd diferentes&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusiones</span><p id="spar0100" class="elsevierStyleSimplePara elsevierViewall">Dependiendo de la tasa de infusi&#243;n&#44; CeCALC de propofol en el momento de la LOC&#44; calculado mediante modelos Pk&#47;Pd diferentes&#44; podr&#237;a ser la fuente de datos de confusi&#243;n a utilizar para guiar el estado de la anestesia general&#46;</p></span>"
        "secciones" => array:4 [
          0 => array:2 [
            "identificador" => "abst0025"
            "titulo" => "Antecedentes"
          ]
          1 => array:2 [
            "identificador" => "abst0030"
            "titulo" => "Metodolog&#237;a"
          ]
          2 => array:2 [
            "identificador" => "abst0035"
            "titulo" => "Resultados"
          ]
          3 => array:2 [
            "identificador" => "abst0040"
            "titulo" => "Conclusiones"
          ]
        ]
      ]
    ]
    "NotaPie" => array:2 [
      0 => array:2 [
        "etiqueta" => "&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0010">Please cite this article as&#58; Sep&#250;lveda P&#44; Acosta I&#44; Hoppe A&#44; Lobo FA&#44; Carrasco E&#46; Influencia de la tasa de administraci&#243;n en el mecanismo subyacente a la p&#233;rdida de consciencia inducida por propofol&#46; Rev Esp Anestesiol Reanim&#46; 2021&#59;68&#58;245&#8211;251&#46;</p>"
      ]
      1 => array:2 [
        "etiqueta" => "&#9734;&#9734;"
        "nota" => "<p class="elsevierStyleNotepara" id="npar0015">This study is a supplement to <span class="elsevierStyleItalic">Anesthesia</span> 2019&#44; doi&#58; <span class="elsevierStyleInterRef" id="intr0010" href="https://doi.org/10.1111/anae.14885">https&#58;&#47;&#47;doi&#46;org&#47;10&#46;1111&#47;anae&#46;14885</span>&#46;</p>"
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                  \t\t\t\t"><span class="elsevierStyleItalic">Eye response &#40;E&#41;</span></td></tr><tr title="table-row"><td class="td-with-role" title="\n
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                  \t\t\t\t</td><td class="td" title="\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>3&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">Eyelids open but not tracking&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="elsevierStyleHsp" style=""></span>2&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">Eyelids closed but open to loud voice&nbsp;\t\t\t\t\t\t\n
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                  \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="elsevierStyleHsp" style=""></span>1&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">Eyelids closed but open to pain&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="elsevierStyleHsp" style=""></span>0&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Eyelids remain closed with pain&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " colspan="2" align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleItalic">Motor response &#40;M&#41;</span></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"><span class="elsevierStyleHsp" style=""></span>4&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">Thumbs-up&#44; fist&#44; or peace sign&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="elsevierStyleHsp" style=""></span>3&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">Localizing to pain&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="elsevierStyleHsp" style=""></span>2&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Flexion response to pain&nbsp;\t\t\t\t\t\t\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>1&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">Extension response to pain&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"><span class="elsevierStyleHsp" style=""></span>0&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " colspan="2" align="left" valign="\n
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                  \t\t\t\t"><span class="elsevierStyleItalic">Brainstem reflexes &#40;B&#41;</span></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"><span class="elsevierStyleHsp" style=""></span>4&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t">Pupil and corneal reflexes present&nbsp;\t\t\t\t\t\t\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>3&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">One pupil wide and fixed&nbsp;\t\t\t\t\t\t\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>2&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Pupil or corneal reflexes absent&nbsp;\t\t\t\t\t\t\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>1&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">Pupil and corneal reflexes absent&nbsp;\t\t\t\t\t\t\n
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                  \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"><span class="elsevierStyleHsp" style=""></span>0&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Absent pupil&#44; corneal&#44; and cough reflex&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " colspan="2" align="left" valign="\n
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                  \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="elsevierStyleHsp" style=""></span>4&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">Not intubated&#44; regular breathing pattern&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="elsevierStyleHsp" style=""></span>3&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Not intubated&#44; Cheyne&#8211;Stokes breathing pattern&nbsp;\t\t\t\t\t\t\n
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                  \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="elsevierStyleHsp" style=""></span>2&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">Not intubated&#44; irregular breathing&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>1&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">Breathes above ventilator rate&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t  " align="left" valign="\n
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                  \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">Variables&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">Slow induction &#40;n&#160;&#61;&#160;8&#41;&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">Rapid induction &#40;n&#160;&#61;&#160;8&#41;&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">Age &#40;years&#41;&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">37 &#40;23&#8722;55&#41;&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">40 &#40;29&#8722;60&#41;&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">Weight &#40;kg&#41;&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">79 &#40;58&#8722;95&#41;&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">80 &#40;53&#8722;92&#41;&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">Height &#40;cm&#41;&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">173 &#40;160&#8722;189&#41;&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">175&#46;5 &#40;160&#8722;180&#41;&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">SBP &#40;mmHg&#41;&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">127 &#40;110&#8722;144&#41;&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">126 &#40;109&#8722;141&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr></tbody></table>
                  """
              ]
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                0 => "xTab2623050.png"
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          "en" => "<p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">Baseline patient characteristics&#46;</p>"
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            0 => array:2 [
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                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">B and R response to LOC&nbsp;\t\t\t\t\t\t\n
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                  \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">Slow induction &#40;n&#160;&#61;&#160;8&#41;&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">Rapid induction &#40;n&#160;&#61;&#160;8&#41;&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">B&#160;&#61;&#160;0&#160;&#43;&#160;R&#160;&#61;&#160;0&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">0 &#40;0&#37;&#41;&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">7 &#40;87&#46;5&#37;&#41;&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">Other than B&#160;&#61;&#160;0&#160;&#43;&#160;R&#160;&#61;&#160;0&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">8 &#40;100&#37;&#41;&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">1 &#40;12&#46;5&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr></tbody></table>
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          0 => array:3 [
            "identificador" => "at0025"
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          "leyenda" => "<p id="spar0045" class="elsevierStyleSimplePara elsevierViewall">T<span class="elsevierStyleInf">LOC</span>&#58; time to loss of consciousness&#46;</p><p id="spar0050" class="elsevierStyleSimplePara elsevierViewall">Values are expressed as median &#40;&#177; SD&#41; or mean &#40;range&#41;&#46;</p>"
          "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">Variables&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">Slow induction &#40;n&#160;&#61;&#160;8&#41;&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">Rapid induction &#40;n&#160;&#61;&#160;8&#41;&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">T<span class="elsevierStyleInf">LOC</span>&#59; s&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">630 &#40;378&#8722;1128&#41;&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">84 &#40;84&#8722;96&#41;<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</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">Drug volume at LOC&#59; mg&#47;kg&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">1&#46;67 &#40;1&#46;05&#8722;3&#46;25&#41;&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">1&#46;91&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">PSI Sedline at T<span class="elsevierStyleInf">LOC</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">67 &#40;87&#8722;57&#41;&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">87 &#40;93&#8722;75&#41;<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</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">SEF95 in LOC Hz&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">18 &#40;19&#8722;14&#41;&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">15 &#40;23&#8722;10&#41;&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">Ce<span class="elsevierStyleInf">LOC</span>&#44; Marsh&#59; &#956;g&#160;ml<span class="elsevierStyleSup">&#8722;1</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">2&#46;15&#40;&#177;0&#46;66&#41;&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">1&#46;8 &#40;&#177;0&#46;56&#41;&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">Ce<span class="elsevierStyleInf">LOC</span>&#44; Marsh &#40;ke0 1&#46;6&#41;&#59; &#956;g&#160;ml<span class="elsevierStyleSup">&#8722;1</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">2&#46;7 &#40;&#177;0&#46;44&#41;&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">4&#46;6 &#40;&#177;0&#46;76&#41;<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</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">Ce<span class="elsevierStyleInf">LOC</span>&#44; Schnider&#59; &#956;g&#160;ml<span class="elsevierStyleSup">&#8722;1</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">3&#46;2 &#40;&#177;0&#46;38&#41;&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">6&#46;6 &#40;&#177;0&#46;93&#41;<a class="elsevierStyleCrossRef" href="#tblfn0005">&#42;</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">Ce<span class="elsevierStyleInf">LOC</span>&#44; Eleved&#59; &#956;g&#160;ml<span class="elsevierStyleSup">&#8722;1</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">3&#46;2 &#40;&#177;0&#46;9&#41;&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">3&#46;1 &#40;&#177;1&#46;2&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr></tbody></table>
                  """
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                0 => "xTab2623052.png"
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              "nota" => "<p class="elsevierStyleNotepara" id="npar0005">p&#160;&#60;&#160;0&#46;01&#46;</p>"
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          "en" => "<p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">Effect-site concentration loss of consciousness &#40;Ce<span class="elsevierStyleInf">LOC</span>&#41; parameters with different pharmacokinetic models&#46;</p>"
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    "bibliografia" => array:2 [
      "titulo" => "References"
      "seccion" => array:1 [
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          "bibliografiaReferencia" => array:28 [
            0 => array:3 [
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                0 => array:2 [
                  "contribucion" => array:1 [
                    0 => array:2 [
                      "titulo" => "Anesthetic effects of propofol in the healthy human brain&#58; functional imaging evidence"
                      "autores" => array:1 [
                        0 => array:2 [
                          "etal" => false
                          "autores" => array:2 [
                            0 => "X&#46;X&#46; Song"
                            1 => "B&#46;W&#46; Yu"
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