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Tawhai MH, Clark AR, Chase JG. The Lung Physiome and virtual patient models: From morphometry to clinical translation. Morphologie 2019; 103:131-138. [PMID: 31570307 DOI: 10.1016/j.morpho.2019.09.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 06/10/2023]
Abstract
The understanding or prediction of specific functions of the lung can be made using compact models that have identifiable parameters and that are custom designed to the problem of interest. However, when structure contributes to function - as is the case with most lung pathologies - structure-based, biophysical models become essential. Here we describe the application of structure-based models within the lung Physiome framework to identifying and explaining patient risk in 12patients diagnosed with acute pulmonary embolism. The model integrates perfusion, ventilation, and gas exchange to predict arterial blood gases and pulmonary artery pressure in individual patient models in response to patient-specific blood clot distribution, with full or partial arterial occlusion. The necessity for a patient-specific approach with biophysical models that account for scale-specific structure and function is demonstrated.
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Affiliation(s)
- M H Tawhai
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
| | - A R Clark
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - J G Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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Tsang JYC, Hogg JC. Gas exchange and pulmonary hypertension following acute pulmonary thromboembolism: has the emperor got some new clothes yet? Pulm Circ 2014; 4:220-36. [PMID: 25006441 DOI: 10.1086/675985] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Accepted: 02/17/2014] [Indexed: 01/09/2023] Open
Abstract
Patients present with a wide range of hypoxemia after acute pulmonary thromboembolism (APTE). Recent studies using fluorescent microspheres demonstrated that the scattering of regional blood flows after APTE, created by the embolic obstruction unique in each patient, significantly worsened regional ventilation/perfusion (V/Q) heterogeneity and explained the variability in gas exchange. Furthermore, earlier investigators suggested the roles of released vasoactive mediators in affecting pulmonary hypertension after APTE, but their quantification remained challenging. The latest study reported that mechanical obstruction by clots accounted for most of the increase in pulmonary vascular resistance, but that endothelin-mediated vasoconstriction also persisted at significant level during the early phase.
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Affiliation(s)
- John Y C Tsang
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - James C Hogg
- Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada
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Bates ML, Brenza TM, Ben-Jebria A, Bascom R, Eldridge MW, Ultman JS. Pulmonary function responses to ozone in smokers with a limited smoking history. Toxicol Appl Pharmacol 2014; 278:85-90. [PMID: 24747805 DOI: 10.1016/j.taap.2014.04.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Revised: 04/04/2014] [Accepted: 04/08/2014] [Indexed: 11/25/2022]
Abstract
In non-smokers, ozone (O3) inhalation causes decreases in forced expiratory volume (FEV1) and dead space (VD) and increases the slope of the alveolar plateau (SN). We previously described a population of smokers with a limited smoking history that had enhanced responsiveness to brief O3 boluses and aimed to determine if responsiveness to continuous exposure was also enhanced. Thirty smokers (19M, 11F, 24±4 years, 6±4 total years smoking,4±2 packs/week) and 30 non-smokers (17M, 13F, 25±6 years) exercised for 1h on a cycle ergometer while breathing 0.30ppm O3. Smokers and non-smokers were equally responsive in terms of FEV1 (-9.5±1.8% vs -8.7±1.9%). Smokers alone were responsive in terms of VD (-6.1±1.2%) and SN (9.1±3.4%). There was no difference in total delivered dose. Dead space ventilation (VD/VT) was not initially different between the two groups, but increased in the non-smokers (16.4±2.8%) during the exposure, suggesting that the inhaled dose may be distributed more peripherally in smokers. We also conclude that these cigarette smokers retain their airway responsiveness to O3 and, uniquely, experience changes in VD that lead to heterogeneity in airway morphometry and an increase in SN.
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Affiliation(s)
- Melissa L Bates
- Interdisciplinary Graduate Degree Program in Physiology, Pennsylvania State University, University Park, PA 16802, USA; Department of Pediatrics, Critical Care Division, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; John Rankin Laboratory of Pulmonary Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA.
| | - Timothy M Brenza
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA 16802, USA
| | - Abdellaziz Ben-Jebria
- Interdisciplinary Graduate Degree Program in Physiology, Pennsylvania State University, University Park, PA 16802, USA; Department of Chemical Engineering, Pennsylvania State University, University Park, PA 16802, USA
| | - Rebecca Bascom
- Division of Pulmonary, Allergy and Critical Care Medicine, Penn State College of Medicine, Hershey, PA 17033, USA
| | - Marlowe W Eldridge
- Department of Pediatrics, Critical Care Division, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; John Rankin Laboratory of Pulmonary Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA; Department of Kinesiology, University of Wisconsin-Madison, Madison, WI 53792, USA; Department of Bioengineering, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - James S Ultman
- Interdisciplinary Graduate Degree Program in Physiology, Pennsylvania State University, University Park, PA 16802, USA; Department of Chemical Engineering, Pennsylvania State University, University Park, PA 16802, USA
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Lack of functional information explains the poor performance of ‘clot load scores’ at predicting outcome in acute pulmonary embolism. Respir Physiol Neurobiol 2014; 190:1-13. [DOI: 10.1016/j.resp.2013.09.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Revised: 09/01/2013] [Accepted: 09/10/2013] [Indexed: 11/20/2022]
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Abstract
Diseases of the pulmonary vasculature are a cause of increased pulmonary vascular resistance (PVR) in pulmonary embolism, chronic thromboembolic pulmonary hypertension (CTEPH), and pulmonary arterial hypertension or decreased PVR in pulmonary arteriovenous malformations on hereditary hemorrhagic telangiectasia, portal hypertension, or cavopulmonary anastomosis. All these conditions are associated with a decrease in both arterial PO2 and PCO2. Gas exchange in pulmonary vascular diseases with increased PVR is characterized by a shift of ventilation and perfusion to high ventilation-perfusion ratios, a mild to moderate increase in perfusion to low ventilation-perfusion ratios, and an increased physiologic dead space. Hypoxemia in these patients is essentially explained by altered ventilation-perfusion matching amplified by a decreased mixed venous PO2 caused by a low cardiac output. Hypocapnia is accounted for by hyperventilation, which is essentially related to an increased chemosensitivity. A cardiac shunt on a patent foramen ovale may be a cause of severe hypoxemia in a proportion of patients with pulmonary hypertension and an increase in right atrial pressure. Gas exchange in pulmonary arteriovenous malformations is characterized by variable degree of pulmonary shunting and/or diffusion-perfusion imbalance. Hypocapnia is caused by an increased ventilation in relation to an increased pulmonary blood flow with direct peripheral chemoreceptor stimulation by shunted mixed venous blood flow.
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Affiliation(s)
- C Mélot
- Department of Emergency Medicine, Erasme University Hospital, Brussels, Belgium.
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Burrowes KS, Clark AR, Tawhai MH. Blood flow redistribution and ventilation-perfusion mismatch during embolic pulmonary arterial occlusion. Pulm Circ 2012; 1:365-76. [PMID: 22140626 PMCID: PMC3224428 DOI: 10.4103/2045-8932.87302] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Acute pulmonary embolism causes redistribution of blood in the lung, which impairs ventilation/perfusion matching and gas exchange and can elevate pulmonary arterial pressure (PAP) by increasing pulmonary vascular resistance (PVR). An anatomically-based multi-scale model of the human pulmonary circulation was used to simulate pre- and post-occlusion flow, to study blood flow redistribution in the presence of an embolus, and to evaluate whether reduction in perfused vascular bed is sufficient to increase PAP to hypertensive levels, or whether other vasoconstrictive mechanisms are necessary. A model of oxygen transfer from air to blood was included to assess the impact of vascular occlusion on oxygen exchange. Emboli of 5, 7, and 10 mm radius were introduced to occlude increasing proportions of the vasculature. Blood flow redistribution was calculated after arterial occlusion, giving predictions of PAP, PVR, flow redistribution, and micro-circulatory flow dynamics. Because of the large flow reserve capacity (via both capillary recruitment and distension), approximately 55% of the vasculature was occluded before PAP reached clinically significant levels indicative of hypertension. In contrast, model predictions showed that even relatively low levels of occlusion could cause localized oxygen deficit. Flow preferentially redistributed to gravitationally non-dependent regions regardless of occlusion location, due to the greater potential for capillary recruitment in this region. Red blood cell transit times decreased below the minimum time for oxygen saturation (<0.25 s) and capillary pressures became high enough to initiate cell damage (which may result in edema) only after ~80% of the lung was occluded.
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Affiliation(s)
- K S Burrowes
- Department of Computer Science, University of Oxford, United Kingdom
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Tsang JYC, Lamm WJE, Swenson ER. Regional CO2 tension quantitatively mediates homeostatic redistribution of ventilation following acute pulmonary thromboembolism in pigs. J Appl Physiol (1985) 2009; 107:755-62. [PMID: 19608933 DOI: 10.1152/japplphysiol.00245.2009] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Previous studies reported that regional CO(2) tension might affect regional ventilation (V) following acute pulmonary thromboembolism (APTE). We investigated the pathophysiology and magnitude of these changes. Eight anesthetized and ventilated piglets received autologous clots at time = 0 min until mean pulmonary artery pressure was 2.5 times baseline. The distribution of V and perfusion (Q) at four different times (-5, 30, 60, 120 min) was mapped by fluorescent microspheres. Regional V and Q were examined postmortem by sectioning the air-dried lung into 900-1,000 samples of approximately 2 cm(3) each. After the redistribution of regional Q by APTE, but in the scenario assuming that no V shift had yet occurred, CO(2) tension in different lung regions at 30 min post-APTE (P(X)CO(2)) was estimated from the V/Q data and divided into four distinct clusters: i.e., P(X)CO(2) < 10 Torr; 10 < P(X)CO(2) < 25 Torr; 25 < P(X)CO(2) < 50 Torr; P(X)CO(2) > 50 Torr. Our data showed that the clusters in higher V/Q regions (with a P(X)CO(2) < 25 Torr) received approximately 35% less V when measured within 30 min of APTE, whereas, in contrast, the lower V/Q regions showed no statistically significant increases in their V. However, after 30 min, there was minimal further redistribution of V. We conclude that there are significant compensatory V shifts out of regions of low CO(2) tension soon following APTE, and that these variations in regional CO(2) tension, which initiate CO(2)-dependent changes in airway resistance and lung parenchymal compliance, can lead to improved gas exchange.
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Affiliation(s)
- John Y C Tsang
- James Hogg iCAPTURE Research Laboratory, Division of Critical Care Medicine, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada V6Z 1Y6
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Time course of haemodynamic, respiratory and inflammatory disturbances induced by experimental acute pulmonary polystyrene microembolism. Eur J Anaesthesiol 2009; 27:67-76. [PMID: 19461522 DOI: 10.1097/eja.0b013e32832bfd7e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND OBJECTIVE The time course of cardiopulmonary alterations after pulmonary embolism has not been clearly demonstrated and nor has the role of systemic inflammation on the pathogenesis of the disease. This study aimed to evaluate over 12 h the effects of pulmonary embolism caused by polystyrene microspheres on the haemodynamics, lung mechanics and gas exchange and on interleukin-6 production. METHODS Ten large white pigs (weight 35-42 kg) had arterial and pulmonary catheters inserted and pulmonary embolism was induced in five pigs by injection of polystyrene microspheres (diameter approximately 300 micromol l(-1)) until a value of pulmonary mean arterial pressure of twice the baseline was obtained. Five other animals received only saline. Haemodynamic and respiratory data and pressure-volume curves of the respiratory system were collected. A bronchoscopy was performed before and 12 h after embolism, when the animals were euthanized. RESULTS The embolism group developed hypoxaemia that was not corrected with high oxygen fractions, as well as higher values of dead space, airway resistance and lower respiratory compliance levels. Acute haemodynamic alterations included pulmonary arterial hypertension with preserved systemic arterial pressure and cardiac index. These derangements persisted until the end of the experiments. The plasma interleukin-6 concentrations were similar in both groups; however, an increase in core temperature and a nonsignificant higher concentration of bronchoalveolar lavage proteins were found in the embolism group. CONCLUSION Acute pulmonary embolism induced by polystyrene microspheres in pigs produces a 12-h lasting hypoxaemia and a high dead space associated with high airway resistance and low compliance. There were no plasma systemic markers of inflammation, but a higher central temperature and a trend towards higher bronchoalveolar lavage proteins were found.
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Yem JS, Turner MJ, Baker AB, Young IH, Crawford ABH. A tidally breathing model of ventilation, perfusion and volume in normal and diseased lungs †. Br J Anaesth 2006; 97:718-31. [PMID: 16926169 DOI: 10.1093/bja/ael216] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND To simulate the short-term dynamics of soluble gas exchange (e.g. CO2 rebreathing), model structure, ventilation-perfusion (VA/Q) and ventilation-volume (VA/VA) parameters must be selected correctly. Some diseases affect mainly the VA/Q distribution while others affect both VA/Q and VA/VA distributions. Results from the multiple inert gas elimination technique (MIGET) and multiple breath nitrogen washout (MBNW) can be used to select VA/Q and VA/VA parameters, but no method exists for combining VA/Q and VA/VA parameters in a multicompartment lung model. METHODS We define a tidally breathing lung model containing shunt and up to eight alveolar compartments. Quantitative and qualitative understanding of the diseases is used to reduce the number of model compartments to achieve a unique solution. The reduced model is fitted simultaneously to inert gas retentions calculated from published VA/Q distributions and normalized MBNWs obtained from similar subjects. Normal lungs and representative cases of emphysema and embolism are studied. RESULTS The normal, emphysematous and embolism models simplify to one, three and two alveolar compartments, respectively. CONCLUSIONS The models reproduce their respective MIGET and MBNW patient results well, and predict disease-specific steady-state and dynamic soluble and insoluble gas responses.
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Affiliation(s)
- J S Yem
- Department of Anaesthetics, The University of Sydney, Royal Prince Alfred Hospital Missenden Road, Camperdown, NSW 2050, Australia
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Tsang JYC, Lamm WJE, Starr IR, Hlastala MP. Spatial pattern of ventilation-perfusion mismatch following acute pulmonary thromboembolism in pigs. J Appl Physiol (1985) 2004; 98:1862-8. [PMID: 15591291 DOI: 10.1152/japplphysiol.01018.2004] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
We studied the spatial distribution of the abnormal ventilation-perfusion (Va/Q) units in a porcine model of acute pulmonary thromboembolism (APTE), using the fluorescent microsphere (FMS) technique. Four piglets ( approximately 22 kg) were anesthetized and ventilated with room air in the prone position. Each received approximately 20 g of preformed blood clots at time t = 0 min via a large-bore central venous catheter, until the mean pulmonary arterial pressure reached 2.5 times baseline. The distributions of regional Va and blood flow (Q) at five time points (t = -30, -5, 30, 60, 120 min) were mapped by FMS of 10 distinct colors, i.e., aerosolization of 1-mum FMS for labeling Va and intravenous injection of 15-mum FMS for labeling Q. Our results showed that, at t = 30 min following APTE, mean Va/Q (Va/Q = 2.48 +/- 1.12) and Va/Q heterogeneity (log SD Va/Q = 1.76 +/- 0.23) were significantly increased. There were also significant increases in physiological dead space (11.2 +/- 12.7% at 60 min), but the shunt fraction (Va/Q = 0) remained minimal. Cluster analyses showed that the low Va/Q units were mainly seen in the least embolized regions, whereas the high Va/Q units and dead space were found in the peripheral subpleural regions distal to the clots. At 60 and 120 min, there were modest recoveries in the hemodynamics and gas exchange toward baseline. Redistribution pattern was mostly seen in regional Q, whereas Va remained relatively unchanged. We concluded that the hypoxemia seen after APTE could be explained by the mechanical diversion of Q to the less embolized regions because of the vascular obstruction by clots elsewhere. These low Va/Q units created by high flow, rather than low Va, accounted for most of the resultant hypoxemia.
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Affiliation(s)
- John Y C Tsang
- James Hogg iCAPTURE Research Laboratory, 1081 Burrard St., Vancouver, BC, Canada V6Z 1Y6.
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