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Inflation (left panel) and deflation (right panel) P-V curves are shown for three patients. The open circles are the data points and the thick solid line is the equation curve-fitted to the data. The values for P mci,i and mean Pflex are shown for the inflation curves and the value for P inf,d is shown for deflation. These patients were chosen to illustrate a patient with no Pflex (top), a mean Pflex in the middle range (middle), and the maximum mean Pflex (bottom) of all of the 18 patients. 

Inflation (left panel) and deflation (right panel) P-V curves are shown for three patients. The open circles are the data points and the thick solid line is the equation curve-fitted to the data. The values for P mci,i and mean Pflex are shown for the inflation curves and the value for P inf,d is shown for deflation. These patients were chosen to illustrate a patient with no Pflex (top), a mean Pflex in the middle range (middle), and the maximum mean Pflex (bottom) of all of the 18 patients. 

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To assess the interobserver and intraobserver variability in the clinical evaluation of the quasi-static pressure-volume (P-V) curve, we analyzed 24 sets of inflation and deflation P-V curves obtained from patients with ARDS. We used a recently described sigmoidal equation to curve-fit the P-V data sets and objectively define the point of maximum c...

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... sets of inflation and deflation P-V curves were ob- tained from 18 patients. In four patients, P-V curves were re- peated at different times giving a total of 24 sets used for anal- ysis. The mean Murray Lung Injury Score for the 18 patients was 2.98 0.42 SD. P-V data were obtained at times ranging from 1 to 50 d postintubation (median, 6.5 d). All but three pa- tients had P-V curves done within 3 wk of intubation. In one inflation P-V curve, all seven clinicians agreed there was no Pflex. In two other inflation P-V curves, one of seven clini- cians and four of seven clinicians, respectively, reported no Pflex. All other curves had Pflex values 0 cm H 2 O for all clinicians. The diagnoses were pneumonia in nine, sepsis in eight, aspiration in five, pancreatitis in one, and lymphangitic spread of tumor in one. The sigmoidal Equation 1 had excel- lent fit (Figure 2), yielding R 2 values ranging from 0.9965 to 0.9999 for both inflation (mean, 0.9992 0.0005 SD) and de- flation (mean, 0.9993 0.0010 SD). When inflation and defla- tion data points (547 points) were pooled for all curves ana- lyzed and normalized by their corresponding curve-fitting parameters in a plot of (V a)/b versus (P c)/d, they clus- tered tightly along the sigmoidal curve, with an R 2 of 0.9992 ( Figure ...

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... Many anaesthesiologists increase PEEP to prevent collapse of the airways. The aim of a 'best PEEP concept' is to detect the optimal individual PEEP level to enable non-harming ventilation for lung compliance (LC) and to minimise the development of mechanical lesions due to ventilation [6]. ...
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... from the following equations using sigmoidal 4 parameter relationships [46,47], adapted by Saraydın's approach, for binding ratio (Φ) and equilibrium concentration of solute (C); ...
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... Significant inter-and intra-observer variability in identifying the lower inflection point in P-V curves obtained from patients with ARDS has been noted, with maximum differences up to 17 cm H 2 O between observers for the same patient's curve. 49 This may partly be explained by the fact that alveolar recruitment does not happen uniformly and instantaneously, especially in a heterogeneous disease such as ARDS. In a uniformly recruited lung, the lower inflection point should be well defined and sharp; however, a very sharp lower inflection point may represent the airway opening pressure rather than lung recruitment, which can further complicate interpretation of the lower inflection point of the P-V curve. ...
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Mechanical ventilation is an indispensable form of life support for patients undergoing general anesthesia or experiencing respiratory failure in the setting of critical illness. These patients are at risk for a number of complications related to both their underlying disease states and the mechanical ventilation itself. Intensive monitoring is required to identify early signs of clinical worsening and to minimize the risk of iatrogenic harm. Pulse oximetry and capnography are used to ensure that appropriate oxygenation and ventilation are achieved and maintained. Assessments of driving pressure, transpulmonary pressure, and the pressure-volume loop are performed to ensure that adequate PEEP is applied and excess distending pressure is minimized. Finally, monitoring and frequent adjustment of airway cuff pressures is performed to minimize the risk of airway injury and ventilator-associated pneumonia. We will discuss monitoring during mechanical ventilation with a focus on the accuracy, ease of use, and effectiveness in preventing harm for each of these monitoring modalities.
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... Static compliance has been reported to change significantly with both tidal volume and PEEP [133][134][135][136]. The local maxima of compliance at a patient-specific PEEP was noted to be dependent on the ventilated tidal volume and explained in terms of position on the static pressure-volume (PV) curve [133][134][135][136]. ...
... Static compliance has been reported to change significantly with both tidal volume and PEEP [133][134][135][136]. The local maxima of compliance at a patient-specific PEEP was noted to be dependent on the ventilated tidal volume and explained in terms of position on the static pressure-volume (PV) curve [133][134][135][136]. In general, higher tidal volumes reduce the PEEP of maximum compliance [133][134][135][136], and equally, higher PEEP at a fixed tidal volume can have a similar effect [105]. ...
... The local maxima of compliance at a patient-specific PEEP was noted to be dependent on the ventilated tidal volume and explained in terms of position on the static pressure-volume (PV) curve [133][134][135][136]. In general, higher tidal volumes reduce the PEEP of maximum compliance [133][134][135][136], and equally, higher PEEP at a fixed tidal volume can have a similar effect [105]. ...
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Background Mechanical ventilation is an essential therapy to support critically ill respiratory failure patients. Current standards of care consist of generalised approaches, such as the use of positive end expiratory pressure to inspired oxygen fraction (PEEP–FiO2) tables, which fail to account for the inter- and intra-patient variability between and within patients. The benefits of higher or lower tidal volume, PEEP, and other settings are highly debated and no consensus has been reached. Moreover, clinicians implicitly account for patient-specific factors such as disease condition and progression as they manually titrate ventilator settings. Hence, care is highly variable and potentially often non-optimal. These conditions create a situation that could benefit greatly from an engineered approach. The overall goal is a review of ventilation that is accessible to both clinicians and engineers, to bridge the divide between the two fields and enable collaboration to improve patient care and outcomes. This review does not take the form of a typical systematic review. Instead, it defines the standard terminology and introduces key clinical and biomedical measurements before introducing the key clinical studies and their influence in clinical practice which in turn flows into the needs and requirements around how biomedical engineering research can play a role in improving care. Given the significant clinical research to date and its impact on this complex area of care, this review thus provides a tutorial introduction around the review of the state of the art relevant to a biomedical engineering perspective. Discussion This review presents the significant clinical aspects and variables of ventilation management, the potential risks associated with suboptimal ventilation management, and a review of the major recent attempts to improve ventilation in the context of these variables. The unique aspect of this review is a focus on these key elements relevant to engineering new approaches. In particular, the need for ventilation strategies which consider, and directly account for, the significant differences in patient condition, disease etiology, and progression within patients is demonstrated with the subsequent requirement for optimal ventilation strategies to titrate for patient- and time-specific conditions. Conclusion Engineered, protective lung strategies that can directly account for and manage inter- and intra-patient variability thus offer great potential to improve both individual care, as well as cohort clinical outcomes.
... Similarly, at relatively high pressures, the work of breathing would also increase because of the effect of hyperinflation on diaphragmatic contractility, which thus left an optimal ventilation zone in-between these 2 extremes. 27 Our study highlighted that the majority of convalescent prematurely born infants would be in this zone at a distending pressure of 6 cm H 2 O. ...
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Background: CPAP improves respiratory function in prematurely born infants by establishing and maintaining functional residual capacity, but the level of CPAP that optimizes respiratory function has not been adequately described. We compared ventilation efficiency and respiratory muscle function at different levels of CPAP. Methods: We studied spontaneously breathing, intubated convalescent premature infants at King's College Hospital NHS Foundation Trust and calculated the ventilation efficiency index and the respiratory muscle time constant of relaxation (τ) at the end of 3 consecutive 5-min periods at 4, 6, and 8 cm H2O of CPAP delivered in random order. Results: Between February 2016 and August 2016, 38 infants with a median gestational age of 27 (interquartile range [IQR], 25-30) weeks and a median birthweight of 0.88 (IQR, 0.73-1.02) kg were studied. At a CPAP level of 6 cm H2O, the median ventilation efficiency index was higher (1.52 [IQR, 1.02-2.27]) and median τ was lower (15.6 [IQR, 10.1-21.3]) s/cm H2O] compared with the median ventilation efficiency index (0.75 [IQR, 0.56-1.03]) and median τ (23.3 [IQR, 15.4-35.2] sec/cm H2O) at CPAP of 4 cm H2O (P < .001 for both). At a CPAP level of 8 cm H2O, median ventilation efficiency index was significantly lower (1.27 [IQR, 1.04-1.91]) and median τ was not significantly different (11.2 [IQR, 8.3-18.9] s/cm H2O) compared with ventilation efficiency index and τ at CPAP of 6 cm H2O (P < .001 and P = .12, respectively). After multiple logistic regression, the level of CPAP was independently associated with the ventilation efficiency index (adjusted P < .001) and τ (adjusted P = .003). Conclusions: Increasing the level of CPAP from 4 to 6 cm H2O was associated with enhanced ventilation efficiency and respiratory muscle function in convalescent premature infants on ventilation, but there was no further benefit from increasing the pressure >6 cm H2O.
... (3) Operability difference; it is difficult to precisely determine the LIP of the P-V curve. Harris et al. found that the differences between observers can be as high as 6-11 cmH 2 O when judging the LIP [14]. ...