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Schramm J, Cronin I, McCarter R, Mandell JG, Downing T, Kanter J, Cross R, Olivieri L. Cardiac magnetic resonance haemodynamics in paediatric heart transplant patients: fick oximetry versus cardiac magnetic resonance phase contrast. Cardiol Young 2024; 34:262-267. [PMID: 37317547 PMCID: PMC10721722 DOI: 10.1017/s1047951123001440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Lifetime radiation exposure for paediatric orthotopic heart transplant (OHT) patients is significant with cardiac catheterisation as the dominant source. Interventional cardiac magnetic resonance is utilised to obtain simultaneous, radiation-free haemodynamics and flow/function measurements. We sought to compare invasive haemodynamic measurements and radiation exposure in traditional cardiac catheterisation, to comprehensive interventional cardiac magnetic resonance. METHODS Twenty-eight OHT patients who underwent 67 interventional cardiac magnetic resonance procedures at Children's National Hospital were identified. Both invasive oximetry with peripheral oxygen saturation (Fick) and cardiac magnetic resonance phase contrast measurements of pulmonary and systemic blood flow were performed. Systemic and pulmonary blood flow from the two modalities was compared using Bland-Altman, concordance analysis, and inter-reader correlation. A mixed model was implemented to account for confounding variables and repeat encounters. Radiation dosage data were collected for a contemporaneous cohort of orthotopic heart transplant patients undergoing standard, X-ray-guided catheterisation. RESULTS Simultaneous cardiac magnetic resonance and Fick have poor agreement in our study based on Lin's correlation coefficient of 0.68 and 0.73 for pulmonary and systemic blood flow, respectively. Bland-Altman analysis demonstrated a consistent over estimation of cardiac magnetic resonance cardiac output by Fick. The average indexed dose area product for patients undergoing haemodynamics with endomyocardial biopsy was 0.73 (SD ±0.6) Gy*m2/kg. With coronary angiography added, the indexed dose area product was 14.6 (SD ± 7.8) Gy*m2/kg. CONCLUSIONS Cardiac magnetic resonancemeasurements of cardiac output/index in paediatric orthotopic heart transplant patients have poor concordance with Fick estimates; however, cardiac magnetic resonance has good internal validity and inter-reader reliability. Radiation doses are small for haemodynamics with biopsy and increase exponentially with angiography, identifying a new target for cardiac magnetic resonance imaging.
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Affiliation(s)
- Jennifer Schramm
- Department of Anesthesia and Critical Care Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ileen Cronin
- Department of Pediatric Cardiology, Seattle Children's Hospital, Seattle, WA, USA
| | | | - Jason G Mandell
- Division of Pediatric Cardiology, University of Rochester Medical Center, Rochester, NY, USA
| | - Tacy Downing
- Department of Pediatric Cardiology, Children's National Medical Center, Washington, DC, USA
| | - Joshua Kanter
- Department of Pediatric Cardiology, Children's National Medical Center, Washington, DC, USA
| | - Russell Cross
- Department of Pediatric Cardiology, Children's National Medical Center, Washington, DC, USA
| | - Laura Olivieri
- Department of Pediatric Cardiology, Children's Hospital of Pittsburgh, One Children's Hospital DrivePittsburgh, PA, USA
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Mandell JG, Romanowicz J, Loke YH, Ikeda N, Pena E, Siddiqi U, Hibino N, Alexander ME, Powell AJ, Olivieri LJ. Aortic arch shape after arch repair predicts exercise capacity: a multicentre analysis. Eur Heart J Open 2024; 4:oead138. [PMID: 38223303 PMCID: PMC10786438 DOI: 10.1093/ehjopen/oead138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/12/2023] [Accepted: 12/18/2023] [Indexed: 01/16/2024]
Abstract
Aims Coarctation of the aorta is associated with long-term morbidity including decreased exercise capacity, despite successful repair. In the absence of discrete recoarctation, the haemodynamic mechanism remains unknown. This multicentre study evaluated the relationship between aorta shape, flow, and exercise capacity in patients after arch repair, specifically through the lens of aortic size mismatch and descending aortic (DAo) flow and their association with exercise. Methods and results Cardiac magnetic resonance, cardiopulmonary exercise test, and echocardiogram data within 1 year were analysed from 58 patients (age 28 ± 10 years, 48% male) across four centres with history of isolated arch repair. Aortic arch measurements were correlated with % predicted VO2max with subgroup analyses of those with residual arch obstruction, bicuspid aortic valve, and hypertension. Ascending aorta (AAo) to DAo diameter ratio (DAAo/DDAo) was negatively correlated with % predicted VO2max. %DAo flow positively correlated with VO2max. Sub-analyses demonstrated that the negative correlation of DAAo/DDAo with VO2max was maintained only in patients without arch obstruction and with a bicuspid aortic valve. Smaller aortic arch measurements were associated with both hypertension and exercise-induced hypertension. Conclusion Aorta size mismatch, due to AAo dilation or small DAo, and associated decreased %DAo flow, correlated significantly with decreased exercise capacity after aortic arch repair. These correlations were stronger in patients without arch obstruction and with a bicuspid aortic valve. Aorta size mismatch and %DAo flow capture multiple mechanisms of altered haemodynamics beyond blood pressure gradient or discrete obstruction and can inform the definition of a successful repair.
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Affiliation(s)
- Jason G Mandell
- Division of Pediatric Cardiology, University of Rochester Medical Center, Golisano Children’s Hospital, 601 Elmwood Avenue, Box 631, Rochester, NY 14642, USA
| | - Jennifer Romanowicz
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Yue-Hin Loke
- Division of Pediatric Cardiology, Children’s National Hospital, Washington, DC, USA
| | - Nobuyuki Ikeda
- Division of Cardiology, Advocate Children’s Hospital, Oak Lawn, IL, USA
| | - Emily Pena
- Division of Cardiology, Advocate Children’s Hospital, Oak Lawn, IL, USA
| | - Umar Siddiqi
- Section of Cardiac Surgery, Department of Surgery, University of Chicago Medical Center, Chicago, IL, USA
| | - Narutoshi Hibino
- Section of Cardiac Surgery, Department of Surgery, University of Chicago Medical Center, Chicago, IL, USA
- Department of Cardiovascular Surgery, Advocate Children’s Hospital, Oak Lawn, IL, USA
| | - Mark E Alexander
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Andrew J Powell
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Laura J Olivieri
- Department of Pediatric Cardiology, University of Pittsburgh Medical Center, Children’s Hospital of Pittsburgh, Pittsburgh, PA, USA
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Kollar SE, Udine ML, Mandell JG, Cross RR, Loke YH, Olivieri LJ. Impact of ferumoxytol vs gadolinium on 4D flow cardiovascular magnetic resonance measurements in small children with congenital heart disease. J Cardiovasc Magn Reson 2022; 24:58. [PMID: 36352454 PMCID: PMC9648014 DOI: 10.1186/s12968-022-00886-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 08/30/2022] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Cardiovascular magnetic resonance (CMR) allows for time-resolved three-dimensional phase-contrast (4D Flow) analysis of congenital heart disease (CHD). Higher spatial resolution in small infants requires thinner slices, which can degrade the signal. Particularly in infants, the choice of contrast agent (ferumoxytol vs. gadolinium) may influence 4D Flow CMR accuracy. Thus, we investigated the accuracy of 4D Flow CMR measurements compared to gold standard 2D flow phase contrast (PC) measurements in ferumoxytol vs. gadolinium-enhanced CMR of small CHD patients with shunt lesions. METHODS This was a retrospective study consisting of CMR studies from complex CHD patients less than 20 kg who had ferumoxytol or gadolinium-enhanced 4D Flow and standard two-dimensional phase contrast (2D-PC) flow collected. 4D Flow clinical software (Arterys) was used to measure flow in great vessels, systemic veins, and pulmonary veins. 4D Flow accuracy was defined as percent difference or correlation against conventional measurements (2D-PC) from the same vessels. Subgroup analysis was performed on two-ventricular vs single-ventricular CHD, arterial vs venous flow, as well as low flows (defined as < 1.5 L/min) in 1V CHD. RESULTS Twenty-one ferumoxytol-enhanced and 23 gadolinium-enhanced CMR studies were included, with no difference in age (2.1 ± 1.6 vs. 2.3 ± 1.9 years, p = 0.70), patient body surface area (0.50 ± 0.2 vs. 0.52 ± 0.2 m2, p = 0.67), or vessel diameter (11.4 ± 5.2 vs. 12.4 ± 5.6 mm, p = 0.22). Ten CMR studies with single ventricular CHD were included. Overall, ferumoxytol-enhanced 4D flow CMR measurements demonstrated less percent difference to 2D-PC when compared to gadolinium-enhanced 4D Flow CMR studies. In subgroup analyses of arterial vs. venous flows (high velocity vs. low velocity) and low flow in single ventricle CHD, ferumoxytol-enhanced 4D Flow CMR measurements had stronger correlation to 2D-PC CMR. The contrast-to-noise ratio (CNR) in ferumoxytol-enhanced studies was higher than the CNR in gadolinium-enhanced studies. CONCLUSIONS Ferumoxytol-enhanced 4D Flow CMR has improved accuracy when compared to gadolinium 4D Flow CMR, particularly for infants with small vessels in CHD.
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Affiliation(s)
- Sarah E Kollar
- Division of Pediatric Cardiology, Children's National Hospital, 111 Michigan Ave NW, WW 300, Suite 200, Washington, DC, 20010, USA.
| | - Michelle L Udine
- Division of Pediatric Cardiology, Children's National Hospital, 111 Michigan Ave NW, WW 300, Suite 200, Washington, DC, 20010, USA
| | - Jason G Mandell
- Division of Pediatric Cardiology, University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY, 14642, USA
| | - Russell R Cross
- Division of Pediatric Cardiology, Children's National Hospital, 111 Michigan Ave NW, WW 300, Suite 200, Washington, DC, 20010, USA
| | - Yue-Hin Loke
- Division of Pediatric Cardiology, Children's National Hospital, 111 Michigan Ave NW, WW 300, Suite 200, Washington, DC, 20010, USA
| | - Laura J Olivieri
- Division of Pediatric Cardiology, Children's National Hospital, 111 Michigan Ave NW, WW 300, Suite 200, Washington, DC, 20010, USA
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Richmann DP, Gurijala N, Mandell JG, Doshi A, Hamman K, Rossi C, Rosenberg AZ, Cross R, Kanter J, Berger JT, Olivieri L. Native T1 mapping detects both acute clinical rejection and graft dysfunction in pediatric heart transplant patients. J Cardiovasc Magn Reson 2022; 24:51. [PMID: 36192743 PMCID: PMC9531384 DOI: 10.1186/s12968-022-00875-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 07/19/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Cardiovascular magnetic resonance (CMR) is emerging as an important tool for cardiac allograft assessment. Native T1 mapping may add value in identifying rejection and in assessing graft dysfunction and myocardial fibrosis burden. We hypothesized that CMR native T1 values and features of textural analysis of T1 maps would identify acute rejection, and in a secondary analysis, correlate with markers of graft dysfunction, and with fibrosis percentage from endomyocardial biopsy (EMB). METHODS Fifty cases with simultaneous EMB, right heart catheterization, and 1.5 T CMR with breath-held T1 mapping via modified Look-Locker inversion recovery (MOLLI) in 8 short-axis slices and subsequent quantification of mean and peak native T1 values, were performed on 24 pediatric subjects. A single mid-ventricular slice was used for image texture analysis using nine gray-level co-occurrence matrix features. Digital quantification of Masson trichrome stained EMB samples established degree of fibrosis. Markers of graft dysfunction, including serum brain natriuretic peptide levels and hemodynamic measurements from echocardiography, catheterization, and CMR were collated. Subjects were divided into three groups based on degree of rejection: acute rejection requiring new therapy, mild rejection requiring increased ongoing therapy, and no rejection with no change in treatment. Statistical analysis included student's t-test and linear regression. RESULTS Peak and mean T1 values were significantly associated with acute rejection, with a monotonic trend observed with increased grade of rejection. Texture analysis demonstrated greater spatial heterogeneity in T1 values, as demonstrated by energy, entropy, and variance, in cases requiring treatment. Interestingly, 2 subjects who required increased therapy despite low grade EMB results had abnormal peak T1 values. Peak T1 values also correlated with increased BNP, right-sided filling pressures, and capillary wedge pressures. There was no difference in histopathological fibrosis percentage among the 3 groups; histopathological fibrosis did not correlate with T1 values or markers of graft dysfunction. CONCLUSION In pediatric heart transplant patients, native T1 values identify acute rejection requiring treatment and may identify graft dysfunction. CMR shows promise as an important tool for evaluation of cardiac grafts in children, with T1 imaging outperforming biopsy findings in the assessment of rejection.
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Affiliation(s)
| | - Nyshidha Gurijala
- George Washington University School of Medicine, Washington, D.C., USA
| | | | - Ashish Doshi
- Johns Hopkins University Children's Center, Baltimore, MD, USA
| | - Karin Hamman
- Children's National Hospital, Washington, D.C., USA
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Delaney M, Cleveland V, Mass P, Capuano F, Mandell JG, Loke YH, Olivieri L. Right ventricular afterload in repaired D-TGA is associated with inefficient flow patterns, rather than stenosis alone. Int J Cardiovasc Imaging 2021; 38:653-662. [PMID: 34727253 DOI: 10.1007/s10554-021-02436-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 10/04/2021] [Indexed: 11/24/2022]
Abstract
Treatment of D- transposition of great arteries (DTGA) involves the Arterial Switch Operation (ASO), which can create PA branch stenosis (PABS) and alter PA blood flow energetics. This altered PA flow may contribute to elevated right ventricular (RV) afterload more significantly than stenosis alone. Our aim was to correlate RV afterload and PA flow characteristics using 4D flow cardiac magnetic resonance (CMR) imaging of a mock circulatory system (MCS) incorporating 3D printed replicas. CMR imaging and clinical characteristics were analyzed from 22 ASO patients (age 11.9 ± 8.7 years, 68% male). Segmentation was performed to create 3D printed PA replicas that were mounted in an MRI-compatible MCS. Pressure drop across the PA replica was recorded and 4D flow CMR acquisitions were analyzed for blood flow inefficiency (energy loss, vorticity). In post-ASO patients, there is no difference in RV mass (p = 0.07), nor RV systolic pressure (p = 0.26) in the presence or absence of PABS. 4D flow analysis of MCS shows energy loss is correlated to RV mass (p = 0.01, r = 0.67) and MCS pressure differential (p = 0.02, r = 0.57). Receiver operating characteristic curve shows energy loss detects elevated RV mass above 30 g/m2 (p = 0.02, AUC 0.88) while index of PA dimensions (Nakata) does not (p = 0.09, AUC 0.79). PABS alone does not account for differences in RV mass or afterload in post-ASO patients. In MCS simulations, energy loss is correlated with both RV mass and PA pressure, and can moderately detect elevated RV mass. Inefficient PA flow may be an important predictor of RV afterload in this population.
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Affiliation(s)
- Marc Delaney
- Division of Pediatrics, Children's National Medical Center, 111 Michigan Ave, NW, Washington, DC, 20010, USA.
| | - Vincent Cleveland
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, Washington, DC, USA
| | - Paige Mass
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, Washington, DC, USA
| | - Francesco Capuano
- Department of Mechanics, Mathematics and Management, Politecnico di Bari, Bari, Italy
| | - Jason G Mandell
- Division of Cardiology, Children's National Medical Center, Washington, DC, USA
| | - Yue-Hin Loke
- Division of Cardiology, Children's National Medical Center, Washington, DC, USA
| | - Laura Olivieri
- Division of Cardiology, Children's National Medical Center, Washington, DC, USA
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Johnson JN, Mandell JG, Christopher A, Olivieri LJ, Loke YH, Campbell MJ, Darty S, Kim HW, Clark DE, Frischhertz BP, Fish FA, Bailey AL, Mikolaj MB, Hughes SG, Oneugbu A, Chung J, Burdowski J, Marfatia R, Bi X, Craft J, Umairi RA, Kindi FA, Williams JL, Campbell MJ, Kharabish A, Gutierrez M, Arzanauskaite M, Ntouskou M, Ashwath ML, Robinson T, Chiang JB, Lee JCY, Lee MSH, Chen SSM. Society for Cardiovascular Magnetic Resonance 2020 Case of the Week series. J Cardiovasc Magn Reson 2021; 23:108. [PMID: 34629101 PMCID: PMC8504030 DOI: 10.1186/s12968-021-00799-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 07/28/2021] [Indexed: 12/26/2022] Open
Abstract
The Society for Cardiovascular Magnetic Resonance (SCMR) is an international society focused on the research, education, and clinical application of cardiovascular magnetic resonance (CMR). Case of the week is a case series hosted on the SCMR website ( https://www.scmr.org ) that demonstrates the utility and importance of CMR in the clinical diagnosis and management of cardiovascular disease. Each case consists of the clinical presentation and a discussion of the condition and the role of CMR in diagnosis and guiding clinical management. The cases are all instructive and helpful in the approach to patient management. We present a digital archive of the 2020 Case of the Week series of 11 cases as a means of further enhancing the education of those interested in CMR and as a means of more readily identifying these cases using a PubMed or similar search engine.
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Affiliation(s)
- Jason N Johnson
- Division of Pediatric Cardiology and Pediatric Radiology, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - Jason G Mandell
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Adam Christopher
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Laura J Olivieri
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Yue-Hin Loke
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Michael J Campbell
- Division of Pediatric Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Steve Darty
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Han W Kim
- Division of Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Daniel E Clark
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Benjamin P Frischhertz
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Frank A Fish
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alison L Bailey
- Division of Cardiovascular Medicine, University of Tennessee College of Medicine Chattanooga/Erlanger Health System, Chattanooga, TN, USA
| | - Michael B Mikolaj
- Division of Cardiovascular Medicine, University of Tennessee College of Medicine Chattanooga/Erlanger Health System, Chattanooga, TN, USA
| | - Sean G Hughes
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Jina Chung
- Division of Cardiology, Harbor UCLA Medical Center, Torrance, CA, USA
| | | | - Ravi Marfatia
- Division of Cardiology, St. Francis Hospital, Roslyn, NY, USA
| | - Xiaoming Bi
- Siemens Medical Solutions, Los Angeles, CA, USA
| | - Jason Craft
- Division of Cardiology, St. Francis Hospital, Roslyn, NY, USA
| | | | - Faiza A Kindi
- Department of Radiology, The Royal Hospital, Muscat, Oman
| | - Jason L Williams
- Division of Pediatric Cardiology, Nationwide Children's Hospital, Columbus, OH, USA
| | - Michael J Campbell
- Division of Pediatric Cardiology, Duke University Medical Center, Durham, NC, USA
| | - Ahmed Kharabish
- Radiology Department, Cairo University Hospitals, Cairo, Egypt
- Radiology Department, Liverpool Heart and Chest Hospital, Liverpool, UK
| | - Manuel Gutierrez
- Radiology Department, Liverpool Heart and Chest Hospital, Liverpool, UK
| | - Monika Arzanauskaite
- Radiology Department, Liverpool Heart and Chest Hospital, Liverpool, UK
- Cardiovascular Research Center-ICCC, Hospital de La Santa Creu I Sant Pau, IIB-Sant Pau, Barcelona, Spain
| | - Marousa Ntouskou
- Radiology Department, Liverpool Heart and Chest Hospital, Liverpool, UK
| | - Mahi L Ashwath
- Division of Cardiology, University of Iowa Hospitals and Clinic, Iowa City, Iowa, USA
| | - Tommy Robinson
- Division of Cardiology, University of Iowa Hospitals and Clinic, Iowa City, Iowa, USA
| | - Jeanie B Chiang
- Department of Radiology and Imaging, Queen Elizabeth Hospital, Hong Kong, People's Republic of China
| | - Jonan C Y Lee
- Department of Radiology and Imaging, Queen Elizabeth Hospital, Hong Kong, People's Republic of China
| | - M S H Lee
- Department of Paediatrics, Queen Elizabeth Hospital, Hong Kong, People's Republic of China
| | - Sylvia S M Chen
- Department of Cardiology and Adult Congenital Heart Disease, The Prince Charles Hospital, Brisbane, Australia.
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Mandell JG, Loke YH, Mass PN, Cleveland V, Delaney M, Opfermann J, Aslan S, Krieger A, Hibino N, Olivieri LJ. Altered hemodynamics by 4D flow cardiovascular magnetic resonance predict exercise intolerance in repaired coarctation of the aorta: an in vitro study. J Cardiovasc Magn Reson 2021; 23:99. [PMID: 34482836 PMCID: PMC8420072 DOI: 10.1186/s12968-021-00796-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 07/14/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Coarctation of the aorta (CoA) is associated with decreased exercise capacity despite successful repair. Altered flow patterns have been identified due to abnormal aortic arch geometry. Our previous work demonstrated aorta size mismatch to be associated with exercise intolerance in this population. In this study, we studied aortic flow patterns during simulations of exercise in repaired CoA using 4D flow cardiovascular magnetic resonance (CMR) using aortic replicas connected to an in vitro flow pump and correlated findings with exercise stress test results to identify biomarkers of exercise intolerance. METHODS Patients with CoA repair were retrospectively analyzed after CMR and exercise stress test. Each aorta was manually segmented and 3D printed. Pressure gradient measurements from ascending aorta (AAo) to descending aorta (DAo) and 4D flow CMR were performed during simulations of rest and exercise using a mock circulatory flow loop. Changes in wall shear stress (WSS) and secondary flow formation (vorticity and helicity) from rest to exercise were quantified, as well as estimated DAo Reynolds number. Parameters were correlated with percent predicted peak oxygen consumption (VO2max) and aorta size mismatch (DAAo/DDAo). RESULTS Fifteen patients were identified (VO2max 47 to 126% predicted). Pressure gradient did not correlate with VO2max at rest or exercise. VO2max correlated positively with the change in peak vorticity (R = 0.55, p = 0.03), peak helicity (R = 0.54, p = 0.04), peak WSS in the AAo (R = 0.68, p = 0.005) and negatively with peak WSS in the DAo (R = - 0.57, p = 0.03) from rest to exercise. DAAo/DDAo correlated strongly with change in vorticity (R = - 0.38, p = 0.01), helicity (R = - 0.66, p = 0.007), and WSS in the AAo (R = - 0.73, p = 0.002) and DAo (R = 0.58, p = 0.02). Estimated DAo Reynolds number negatively correlated with VO2max for exercise (R = - 0.59, p = 0.02), but not rest (R = - 0.28, p = 0.31). Visualization of streamline patterns demonstrated more secondary flow formation in aortic arches with better exercise capacity, larger DAo, and lower Reynolds number. CONCLUSIONS There are important associations between secondary flow characteristics and exercise capacity in repaired CoA that are not captured by traditional pressure gradient, likely due to increased turbulence and inefficient flow. These 4D flow CMR parameters are a target of investigation to identify optimal aortic arch geometry and improve long term clinical outcomes after CoA repair.
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Affiliation(s)
- Jason G Mandell
- Division of Cardiology, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA.
| | - Yue-Hin Loke
- Division of Cardiology, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Paige N Mass
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Vincent Cleveland
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Marc Delaney
- Division of Cardiology, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Justin Opfermann
- Department of Mechanical Engineering, Johns Hopkins University, Latrobe Hall 223, 3400 North Charles St, Baltimore, MD, 21218, USA
| | - Seda Aslan
- Department of Mechanical Engineering, Johns Hopkins University, Latrobe Hall 223, 3400 North Charles St, Baltimore, MD, 21218, USA
| | - Axel Krieger
- Department of Mechanical Engineering, Johns Hopkins University, Latrobe Hall 223, 3400 North Charles St, Baltimore, MD, 21218, USA
| | - Narutoshi Hibino
- Section of Cardiac Surgery, Department of Surgery, University of Chicago, 5841 S Maryland Avenue, Chicago, IL, 60637, USA
- Section of Cardiac Surgery, Department of Surgery, Advocate Children's Hospital, 4440 West 95th Street, Oak Lawn, IL, 60453, USA
| | - Laura J Olivieri
- Division of Cardiology, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 111 Michigan Ave NW, Washington, DC, 20010, USA
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Loke YH, Capuano F, Cleveland V, Mandell JG, Balaras E, Olivieri LJ. Moving beyond size: vorticity and energy loss are correlated with right ventricular dysfunction and exercise intolerance in repaired Tetralogy of Fallot. J Cardiovasc Magn Reson 2021; 23:98. [PMID: 34412634 PMCID: PMC8377822 DOI: 10.1186/s12968-021-00789-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 06/28/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The global effect of chronic pulmonary regurgitation (PR) on right ventricular (RV) dilation and dysfunction in repaired Tetralogy of Fallot (rTOF) patients is well studied by cardiovascular magnetic resonance (CMR). However, the links between PR in the RV outflow tract (RVOT), RV dysfunction and exercise intolerance are not clarified by conventional measurements. Not all patients with RV dilation share the same intracardiac flow characteristics, now measurable by time resolved three-dimensional phase contrast imaging (4D flow). In our study, we quantified regional vorticity and energy loss in rTOF patients and correlated these parameters with RV dysfunction and exercise capacity. METHODS rTOF patients with 4D flow datasets were retrospectively analyzed, including those with transannular/infundibular repair and conduit repair. Normal controls and RV dilation patients with atrial-level shunts (Qp:Qs > 1.2:1) were included for comparison. 4D flow was post-processed using IT Flow (Cardioflow, Japan). Systolic/diastolic vorticity (ω, 1/s) and viscous energy loss (VEL, mW) in the RVOT and RV inflow were measured. To characterize the relative influence of diastolic vorticity in the two regions, an RV Diastolic Vorticity Quotient (ωRVOT-Diastole/ωRV Inflow-Diastole, RV-DVQ) was calculated. Additionally, RVOT Vorticity Quotient (ωRVOT-Diastole/ωRVOT-Systole, RVOT-VQ) and RVOT Energy Quotient (VELRVOT-Diastole/VELRVOT-Systole, RVOT-EQ) was calculated. In rTOF, measurements were correlated against conventional CMR and exercise stress test results. RESULTS 58 rTOF patients, 28 RV dilation patients and 12 controls were included. RV-DVQ, RVOT-VQ, and RVOT-EQ were highest in rTOF patients with severe PR compared to rTOF patients with non-severe PR, RV dilation and controls (p < 0.001). RV-DVQ positively correlated with RV end-diastolic volume (0.683, p < 0.001), PR fraction (0.774, p < 0.001) and negatively with RV ejection fraction (- 0.521, p = 0.003). Both RVOT-VQ, RVOT-EQ negatively correlated with VO2-max (- 0.587, p = 0.008 and - 0.617, p = 0.005) and % predicted VO2-max (- 0.678, p = 0.016 and - 0.690, p = 0.001). CONCLUSIONS In rTOF patients, vorticity and energy loss dominate the RVOT compared to tricuspid inflow, correlating with RV dysfunction and exercise intolerance. These 4D flow-based measurements may be sensitive biomarkers to guide surgical management of rTOF patients.
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Affiliation(s)
- Yue-Hin Loke
- Division of Cardiology, Children's National Medical Center, 111 Michigan Ave NW, W3-200, Washington, DC, 20010, USA.
| | - Francesco Capuano
- Department of Mechanics, Mathematics and Management, Polytechnic University of Bari, Bari, Italy
| | - Vincent Cleveland
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, 111 Michigan Ave NW, Washington, DC, 20010, USA
| | - Jason G Mandell
- Division of Cardiology, Children's National Medical Center, 111 Michigan Ave NW, W3-200, Washington, DC, 20010, USA
| | - Elias Balaras
- Department of Mechanical and Aerospace Engineering, George Washington University, Washington, DC, 20052, USA
| | - Laura J Olivieri
- Division of Cardiology, Children's National Medical Center, 111 Michigan Ave NW, W3-200, Washington, DC, 20010, USA
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Medical Center, 111 Michigan Ave NW, Washington, DC, 20010, USA
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Mandell JG, Loke YH, Mass PN, Opfermann J, Cleveland V, Aslan S, Hibino N, Krieger A, Olivieri LJ. Aorta size mismatch predicts decreased exercise capacity in patients with successfully repaired coarctation of the aorta. J Thorac Cardiovasc Surg 2021; 162:183-192.e2. [PMID: 33131888 DOI: 10.1016/j.jtcvs.2020.09.103] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 09/09/2020] [Accepted: 09/18/2020] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Coarctation of the aorta (CoA) is associated with decreased exercise capacity despite successful repair with no residual stenosis; however, the hemodynamic mechanism remains unknown. This study aims to correlate aortic arch geometry with exercise capacity in patients with successfully repaired CoA and explain hemodynamic changes using 3-dimensional-printed aorta models in a mock circulatory flow loop. METHODS A retrospective chart review identified patients with CoA repair who had cardiac magnetic resonance imaging and an exercise stress test. Measurements included aorta diameters, arch height to diameter ratio, left ventricular function, and percent descending aorta (%DAo) flow. Each aorta was printed 3-dimensionally for the flow loop. Flow and pressure were measured at the ascending aorta (AAo) and DAo during simulated rest and exercise. Measurements were correlated with percent predicted peak oxygen consumption (VO2 max). RESULTS Fifteen patients (mean age 26.8 ± 8.6 years) had a VO2 max between 47% and 126% predicted (mean 92 ± 20%) with normal left ventricular function. DAo diameter and %DAo flow positively correlated with VO2 (P = .007 and P = .04, respectively). AAo to DAo diameter ratio (DAAo/DDAo) negatively correlated with VO2 (P < .001). From flow loop simulations, the ratio of %DAo flow in exercise to rest negatively correlated with VO2 (P = .02) and positively correlated with DAAo/DDAo (P < .01). CONCLUSIONS This study suggests aorta size mismatch (DAAo/DDAo) is a novel, clinically important measurement predicting exercise capacity in patients with successful CoA repair, likely due to increased resistance and altered flow distribution. Aorta size mismatch and %DAo flow are targets for further clinical evaluation in repaired CoA.
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Affiliation(s)
- Jason G Mandell
- Division of Cardiology, Children's National Hospital, Washington, DC.
| | - Yue-Hin Loke
- Division of Cardiology, Children's National Hospital, Washington, DC
| | - Paige N Mass
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC
| | - Justin Opfermann
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC
| | - Vincent Cleveland
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC
| | - Seda Aslan
- Department of Mechanical Engineering, University of Maryland, College Park, Md
| | - Narutoshi Hibino
- Section of Cardiac Surgery, Department of Surgery, University of Chicago/Advocate Children's Hospital Chicago, Ill
| | - Axel Krieger
- Department of Mechanical Engineering, University of Maryland, College Park, Md
| | - Laura J Olivieri
- Division of Cardiology, Children's National Hospital, Washington, DC; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC
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Affiliation(s)
- Ian C Michelow
- Division of Infectious Diseases, Rhode Island Hospital, Providence2Warren Alpert Medical School of Brown University, Providence, Rhode Island3Department of Pediatrics, Rhode Island Hospital, Providence
| | - Jason G Mandell
- Warren Alpert Medical School of Brown University, Providence, Rhode Island3Department of Pediatrics, Rhode Island Hospital, Providence
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Mandell JG, Kulkarni AV, Warf BC, Schiff SJ. Volumetric brain analysis in neurosurgery: Part 2. Brain and CSF volumes discriminate neurocognitive outcomes in hydrocephalus. J Neurosurg Pediatr 2015; 15:125-32. [PMID: 25431901 DOI: 10.3171/2014.9.peds12427] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The evaluation of hydrocephalus remains focused on ventricular size, yet the goal of treatment is to allow for healthy brain development. It is likely that brain volume is more related to cognitive development than is fluid volume in children with hydrocephalus. This study tests this hypothesis by comparing brain and fluid volumes with neurocognitive outcome in pediatric patients with hydrocephalus. METHODS Warf and colleagues previously acquired CT scans for pediatric patients in Uganda with myelomeningocele, measured frontal-occipital horn ratio (FOHR), and administered the modified Bayley Scales of Infant Development, third edition (BSID-III) to measure neurocognitive outcome that did not correlate with FOHR. In this present study, brain and fluid volumes were measured in 33 of these patients, 26 of whom required surgical treatment for hydrocephalus. Linear discrimination analysis (LDA) was used to test whether age-normalized brain and fluid volumes can discriminate neurocognitive outcome. RESULTS Hydrocephalic patients show normal to small brain volumes and substantially larger fluid volumes compared with normal values. FOHR correlates highly with fluid volume (r=0.84, p<0.001) and substantially less with brain volume (r=-0.37, p=0.03), while brain and fluid volumes do not correlate with each other (p=0.99). Brain and CSF volumes correlated best with fine motor (p=0.03, p=0.01), cognitive (p=0.05, p=0.09), and expressive communication (p=0.08, p=0.08) scores. A combination of these 3 scores was used as a multivariate measure of neurocognitive outcome. Brain volume alone, unlike fluid volume, could discriminate high from low cognitive outcome (by t-test and ANOVA). It was shown that a combination of age-normalized brain and fluid volumes can discriminate neurocognitive outcome by 2-way LDA (p<0.01) and 3-way LDA (p<0.01). The multivariate LDA demonstrated the contribution of large fluid volume to a decrement in cognition. CONCLUSIONS Hydrocephalus is treated by normalizing CSF, but normal brain development depends on brain growth. A combination of brain and CSF volumes appears to be significantly more powerful at predicting good versus poor neurocognitive outcomes in patients with hydrocephalus than either volume alone.
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Affiliation(s)
- Jason G Mandell
- Center for Neural Engineering, Department of Engineering Science and Mechanics, and
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12
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Mandell JG, Langelaan JW, Webb AG, Schiff SJ. Volumetric brain analysis in neurosurgery: Part 1. Particle filter segmentation of brain and cerebrospinal fluid growth dynamics from MRI and CT images. J Neurosurg Pediatr 2015; 15:113-24. [PMID: 25431902 DOI: 10.3171/2014.9.peds12426] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT Accurate edge tracing segmentation remains an incompletely solved problem in brain image analysis. The authors propose a novel algorithm using a particle filter to follow the boundary of the brain in the style often used in autonomous air and ground vehicle navigation. Their goals were to create a versatile tool to segment brain and fluid in MRI and CT images of the developing brain, lay the foundation for an intelligent automated edge tracker that is modality independent, and segment normative data from MRI that can be applied to both MRI and CT. METHODS Simulated MRI data sets were used to train and evaluate the particle filter segmentation algorithm. The method was then applied to produce normative growth curves for children and adolescents from 0 to 18 years of age for brain and fluid from MR images from the National Institutes of Health pediatric database and these data were compared to historical results. The authors further adapted this method for use with CT images of pediatric hydrocephalus and compared the results with hand-segmented data. RESULTS Segmentation of simulated MRI data with varied levels of noise (0%-9%) and spatial inhomogeneity (0%-40%) resulted in percent errors ranging from 0.06% to 5.38% for brain volume and 2.45% to 22.3% for fluid volume. The authors used this tool to create normal brain and CSF growth curves from MR images. The calculated growth curves showed excellent consistency with historical data. Additionally, compared with manual segmentation the particle filter accurately segmented brain and fluid volumes from CT scans of 5 pediatric patients with hydrocephalus (p<0.001). CONCLUSIONS The authors have produced the first normative brain and CSF growth curves for children and adolescents 0-18 years of age. In addition, this study includes the first use of a particle filter as an edge tracker in image segmentation and offers a semiautomatic method to segment both pediatric and adult brain data from MR and CT images. The particle filter has the potential to be further automated toward a clinical rather than research tool with both of these modalities. Because of its modality independence, it has the capability to allow CT to be a more effective diagnostic tool for neurological disorders, a task of substantial importance in emergency settings and in developing countries where CT is often the only available method of brain imaging.
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Affiliation(s)
- Jason G Mandell
- Center for Neural Engineering, Department of Engineering Science and Mechanics, and
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13
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Mandell JG, Hill KL, Nguyen DTD, Moser KW, Harbaugh RE, McInerney J, Nsubuga BK, Mugamba JK, Johnson D, Warf BC, Boling W, Webb AG, Schiff SJ. Volumetric brain analysis in neurosurgery: Part 3. Volumetric CT analysis as a predictor of seizure outcome following temporal lobectomy. J Neurosurg Pediatr 2015; 15:133-43. [PMID: 25431899 DOI: 10.3171/2014.9.peds12428] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The incidence of temporal lobe epilepsy (TLE) due to mesial temporal sclerosis (MTS) can be high in developing countries. Current diagnosis of MTS relies on structural MRI, which is generally unavailable in developing world settings. Given widespread effects on temporal lobe structure beyond hippocampal atrophy in TLE, the authors propose that CT volumetric analysis can be used in patient selection to help predict outcomes following resection. METHODS Ten pediatric patients received preoperative CT scans and temporal resections at the CURE Children's Hospital of Uganda. Engel classification of seizure control was determined 12 months postoperatively. Temporal lobe volumes were measured from CT and from normative MR images using the Cavalieri method. Whole brain and fluid volumes were measured using particle filter segmentation. Linear discrimination analysis (LDA) was used to classify seizure outcome by temporal lobe volumes and normalized brain volume. RESULTS Epilepsy patients showed normal to small brain volumes and small temporal lobes bilaterally. A multivariate measure of the volume of each temporal lobe separated patients who were seizure free (Engel Class IA) from those with incomplete seizure control (Engel Class IB/IIB) with LDA (p<0.01). Temporal lobe volumes also separate normal subjects, patients with Engel Class IA outcomes, and patients with Class IB/IIB outcomes (p<0.01). Additionally, the authors demonstrated that age-normalized whole brain volume, in combination with temporal lobe volumes, may further improve outcome prediction (p<0.01). CONCLUSIONS This study shows strong evidence that temporal lobe and brain volume can be predictive of seizure outcome following temporal lobe resection, and that volumetric CT analysis of the temporal lobe may be feasible in lieu of structural MRI when the latter is unavailable. Furthermore, since the authors' methods are modality independent, these findings suggest that temporal lobe and normative brain volumes may further be useful in the selection of patients for temporal lobe resection when structural MRI is available.
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Abstract
OBJECT Hydrocephalus has traditionally been quantified by linear measures of ventricular size, with adjunct use of cortical mantle thickness. However, clinical outcome depends on cognitive function, which is more directly related to brain volume than these previous measures. The authors sought to quantify the dynamics of brain and ventricular volume growth in normal compared with hydrocephalic mice. METHODS Hydrocephalus was induced in 14-day-old C57BL/6 mice by percutaneous injection of kaolin into the cisterna magna. Nine hydrocephalic and 6 normal mice were serially imaged from age 2-12 weeks with a 14.1-T MR imaging unit. Total brain and ventricle volumes were calculated, and linear discriminant analysis was applied. RESULTS Two very different patterns of response were seen in hydrocephalic mice compared with mice with normative growth. In one pattern (3 mice) brain growth was normal despite accumulation of CSF, and in the second pattern (6 mice) abnormal brain enlargement was accompanied by increased CSF volume along with parenchymal edema. In this latter pattern, spontaneous ventricular rupture led to normalization of brain volume, implying edema from transmantle pressure gradients. These 2 patterns of hydrocephalus were significantly discriminable using linear discriminant analysis (p < 0.01). In contrast, clinically relevant measurements of head circumference or frontal and occipital horn ratios were unable to discriminate between these patterns. CONCLUSIONS This study is, to the authors' knowledge, the first serial quantification of the growth of brain and ventricle volumes in normal versus hydrocephalic development. The authors' findings demonstrate the feasibility of constructing normative curves of brain and fluid growth as complements to normative head circumference curves. By measuring brain volumes, distinct patterns of brain growth and enlargement can be observed, which are more likely linked to cognitive development and clinical outcome than fluid volumes alone.
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Affiliation(s)
- Jason G Mandell
- Department of Engineering Science and Mechanics, Center for Neural Engineering, Pennsylvania State University, University Park, Pennsylvania, USA
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Hughes CA, Mandell JG, Anand GS, Stock AM, Komives EA. Phosphorylation causes subtle changes in solvent accessibility at the interdomain interface of methylesterase CheB. J Mol Biol 2001; 307:967-76. [PMID: 11286548 DOI: 10.1006/jmbi.2001.4523] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The crystal structure of the unphosphorylated state of methylesterase CheB shows that the regulatory domain blocks access of substrate to the active site of the catalytic domain. Phosphorylation of CheB at Asp56 results in a catalytically active transiently phosphorylated enzyme with a lifetime of approximately two seconds. Solvent accessibility changes in this transiently phosphorylated state were probed by MALDI-TOF-detected amide hydrogen/deuterium exchange. No changes in solvent accessibility were seen in the regulatory domain upon phosphorylation of Asp56, but two regions in the catalytic domain (199-203 and 310-317) became more solvent accessible. These two regions flank the active site and contain domain-domain contact residues. Comparison with results from the isolated catalytic domain-containing C-terminal fragment of CheB (residues 147-349) showed that the increased solvent accessibility was less than would have occurred upon detachment of the regulatory domain. Thus, phosphorylation causes subtle changes in solvent accessibility at the interdomain interface of CheB.
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Affiliation(s)
- C A Hughes
- Department of Chemistry and Biochemistry, University of California, San Diego, 9500 Gilman Dr, La Jolla, CA, 92093-0359, USA
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Abstract
The kinetics of solvent accessibility at the protein-protein interface between thrombin and a fragment of thrombomodulin, TMEGF45, have been monitored by amide hydrogen/deuterium (H/2H) exchange detected by MALDI-TOF mass spectrometry. The interaction is rapid and reversible, requiring development of theory and experimental methods to distinguish H/2H exchange due to solvent accessibility at the interface from H/2H exchange due to complex dissociation. Association and dissociation rate constants were measured by surface plasmon resonance and amide H/2H exchange rates were measured at different pH values and concentrations of TMEGF45. When essentially 100% of the thrombin was bound to TMEGF45, two segments of thrombin became completely solvent-inaccessible, as evidenced by the pH insensitivity of the amide H/2H exchange rates. These segments form part of anion-binding exosite I and contain the residues for which alanine substitution abolishes TM binding. Several other regions of thrombin showed slowing of amide exchange upon TMEGF45 binding, but the exchange remained pH-dependent, suggesting that these regions of thrombin were rendered only partially solvent-inaccessible by TMEGF45 binding. These partially inaccessible regions of thrombin form both surface and buried contacts into the active site of thrombin and contain residues implicated in allosteric changes in thrombin upon TM binding.
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Affiliation(s)
- J G Mandell
- Department of Chemistry and Biochemistry, University of California, San Diego, CA 92093-0359, USA
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Mandell JG, Roberts VA, Pique ME, Kotlovyi V, Mitchell JC, Nelson E, Tsigelny I, Ten Eyck LF. Protein docking using continuum electrostatics and geometric fit. Protein Eng 2001; 14:105-13. [PMID: 11297668 DOI: 10.1093/protein/14.2.105] [Citation(s) in RCA: 219] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The computer program DOT quickly finds low-energy docked structures for two proteins by performing a systematic search over six degrees of freedom. A novel feature of DOT is its energy function, which is the sum of both a Poisson-Boltzmann electrostatic energy and a van der Waals energy, each represented as a grid-based correlation function. DOT evaluates the energy of interaction for many orientations of the moving molecule and maintains separate lists scored by either the electrostatic energy, the van der Waals energy or the composite sum of both. The free energy is obtained by summing the Boltzmann factor over all rotations at each grid point. Three important findings are presented. First, for a wide variety of protein-protein interactions, the composite-energy function is shown to produce larger clusters of correct answers than found by scoring with either van der Waals energy (geometric fit) or electrostatic energy alone. Second, free-energy clusters are demonstrated to be indicators of binding sites. Third, the contributions of electrostatic and attractive van der Waals energies to the total energy term appropriately reflect the nature of the various types of protein-protein interactions studied.
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Affiliation(s)
- J G Mandell
- Department of Chemistry and Biochemistry, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0654, USA
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Mandell JG, Falick AM, Komives EA. Identification of protein-protein interfaces by decreased amide proton solvent accessibility. Proc Natl Acad Sci U S A 1998; 95:14705-10. [PMID: 9843953 PMCID: PMC24513 DOI: 10.1073/pnas.95.25.14705] [Citation(s) in RCA: 160] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/1998] [Accepted: 10/05/1998] [Indexed: 11/18/2022] Open
Abstract
Matrix-assisted laser desorption ionization-time-of-flight mass spectrometry was used to identify peptic fragments from protein complexes that retained deuterium under hydrogen exchange conditions due to decreased solvent accessibility at the interface of the complex. Short deuteration times allowed preferential labeling of rapidly exchanging surface amides so that primarily solvent accessibility changes and not conformational changes were detected. A single mass spectrum of the peptic digest mixture was analyzed to determine the deuterium content of all proteolytic fragments of the protein. The protein-protein interface was reliably indicated by those peptides that retained more deuterons in the complex compared with control experiments in which only one protein was present. The method was used to identify the kinase inhibitor [PKI(5-24)] and ATP-binding sites in the cyclic-AMP-dependent protein kinase. Three overlapping peptides identified the ATP-binding site, three overlapping peptides identified the glycine-rich loop, and two peptides identified the PKI(5-24)-binding site. A complex of unknown structure also was analyzed, human alpha-thrombin bound to an 83-aa fragment of human thrombomodulin [TMEGF(4-5)]. Five peptides from thrombin showed significantly decreased solvent accessibility in the complex. Three peptides identified the anion-binding exosite I, confirming ligand competition experiments. Two peptides identified a new region of thrombin near the active site providing a potential mechanism of how thrombomodulin alters thrombin substrate specificity.
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Affiliation(s)
- J G Mandell
- Department of Chemistry and Biochemistry, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0601, USA
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Abstract
Matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) was used to determine amide proton/deuteron (H/D) exchange rates. The method has broad application to the study of protein conformation and folding and to the study of protein-ligand interactions and requires no modifications of the instrument. Amide protons were allowed to exchange with deuterons in buffered D2O at room temperature, pD 7.25. Exchanged deuterons were "frozen" in the exchanged state by quenching at pH 2.5, 0 degree C and analyzed by MALDI-TOF MS. The matrix mixture consisted of 5 mg/mL alpha-cyano-4-hydroxycinnamic acid, acetonitrile, ethanol, and 0.1% TFA. The matrix was adjusted to pH 2.5, and the chilled MALDI target was rapidly dried. Deuteration of amide protons on cyclic AMP-dependent protein kinase was measured after short times of incubation in deuterium by pepsin protein digestion and MALDI-TOF MS analysis. The unseparated peptic digest was analyzed in a single spectrum of the mixture. From five spectra, H/D exchange rates were determined for some 40 peptides covering 65% of the protein sequence.
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Affiliation(s)
- J G Mandell
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla 92093-0601, USA.
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