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Babaei S, Dai B, Abbey CK, Ambreen Y, Dobrucki WL, Insana MF. Monitoring Muscle Perfusion in Rodents During Short-Term Ischemia Using Power Doppler Ultrasound. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1465-1475. [PMID: 36967332 PMCID: PMC10106419 DOI: 10.1016/j.ultrasmedbio.2023.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 02/17/2023] [Accepted: 02/20/2023] [Indexed: 05/11/2023]
Abstract
OBJECTIVE The aim of this work was to evaluate the reliability of power Doppler ultrasound (PD-US) measurements made without contrast enhancement to monitor temporal changes in peripheral blood perfusion. METHODS On the basis of pre-clinical rodent studies, we found that combinations of spatial registration and clutter filtering techniques applied to PD-US signals reproducibly tracked blood perfusion in skeletal muscle. Perfusion is monitored while modulating hindlimb blood flow. First, in invasive studies, PD-US measurements in deep muscle with laser speckle contrast imaging (LSCI) of superficial tissues made before, during and after short-term arterial clamping were compared. Then, in non-invasive studies, a pressure cuff was employed to generate longer-duration hindlimb ischemia. Here, B-mode imaging was also applied to measure flow-mediated dilation of the femoral artery while, simultaneously, PD-US was used to monitor downstream muscle perfusion to quantify reactive hyperemia. Measurements in adult male and female mice and rats, some with exercise conditioning, were included to explore biological variables. RESULTS PD-US methods are validated through comparisons with LSCI measurements. As expected, no significant differences were found between sexes or fitness levels in flow-mediated dilation or reactive hyperemia estimates, although post-ischemic perfusion was enhanced with exercise conditioning, suggesting there could be differences between the hyperemic responses of conduit and resistive vessels. CONCLUSION Overall, we found non-contrast PD-US imaging can reliably monitor relative spatiotemporal changes in muscle perfusion. This study supports the development of PD-US methods for monitoring perfusion changes in patients at risk for peripheral artery disease.
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Affiliation(s)
- Somaye Babaei
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Bingze Dai
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Craig K Abbey
- Department of Psychological and Brain Sciences, University of California, Santa Barbara, CA, USA
| | - Yamenah Ambreen
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Wawrzyniec L Dobrucki
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Department of Biomedical and Translational Sciences, Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Michael F Insana
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
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Insana MF, Dai B, Babaei S, Abbey CK. Combining Spatial Registration With Clutter Filtering for Power-Doppler Imaging in Peripheral Perfusion Applications. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2022; 69:3243-3254. [PMID: 36191097 PMCID: PMC9741924 DOI: 10.1109/tuffc.2022.3211469] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Power-Doppler ultrasonic (PD-US) imaging is sensitive to echoes from blood cell motion in the microvasculature but generally nonspecific because of difficulties with filtering nonblood-echo sources. We are studying the potential for using PD-US imaging for routine assessments of peripheral blood perfusion without contrast media. The strategy developed is based on an experimentally verified computational model of tissue perfusion that simulates typical in vivo conditions. The model considers directed and diffuse blood perfusion states in a field of moving clutter and noise. A spatial registration method is applied to minimize tissue motion prior to clutter and noise filtering. The results show that in-plane clutter motion is effectively minimized. While out-of-plane motion remains a strong source of clutter-filter leakage, those registration errors are readily minimized by straightforward modification of scanning techniques and spatial averaging.
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Lin HC, Wang SH. Window-Modulated Compounding Nakagami Parameter Ratio Approach for Assessing Muscle Perfusion with Contrast-Enhanced Ultrasound Imaging. SENSORS (BASEL, SWITZERLAND) 2020; 20:E3584. [PMID: 32599928 PMCID: PMC7348981 DOI: 10.3390/s20123584] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 06/23/2020] [Accepted: 06/23/2020] [Indexed: 11/24/2022]
Abstract
The assessment of microvascular perfusion is essential for the diagnosis of a specific muscle disease. In comparison with the current available medical modalities, the contrast-enhanced ultrasound imaging is the simplest and fastest means for probing the tissue perfusion. Specifically, the perfusion parameters estimated from the ultrasound time-intensity curve (TIC) and statistics-based time-Nakagami parameter curve (TNC) approaches were found able to quantify the perfusion. However, due to insufficient tolerance on tissue clutters and subresolvable effects, these approaches remain short of reproducibility and robustness. Consequently, the window-modulated compounding (WMC) Nakagami parameter ratio imaging was proposed to alleviate these effects, by taking the ratio of WMC Nakagami parameters corresponding to the incidence of two different acoustic pressures from an employed transducer. The time-Nakagami parameter ratio curve (TNRC) approach was also developed to estimate perfusion parameters. Measurements for the assessment of muscle perfusion were performed from the flow phantom and animal subjects administrated with a bolus of ultrasound contrast agents. The TNRC approach demonstrated better sensitivity and tolerance of tissue clutters than those of TIC and TNC. The fusion image with the WMC Nakagami parameter ratio and B-mode images indicated that both the tissue structures and perfusion properties of ultrasound contrast agents may be better discerned.
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Affiliation(s)
- Huang-Chen Lin
- Department of Computer Science and Information Engineering, Institute of Medical Informatics, National Cheng Kung University, No. 1, University Road, East District, Tainan City 70101, Taiwan;
| | - Shyh-Hau Wang
- Department of Computer Science and Information Engineering, Institute of Medical Informatics, National Cheng Kung University, No. 1, University Road, East District, Tainan City 70101, Taiwan;
- Intelligent Manufacturing Research Center, National Cheng Kung University, No. 1, University Road, East District, Tainan City 70101, Taiwan
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Ahmed Z, Levesque IR. Pharmacokinetic modeling of dynamic contrast-enhanced MRI using a reference region and input function tail. Magn Reson Med 2019; 83:286-298. [PMID: 31393033 DOI: 10.1002/mrm.27913] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 12/20/2022]
Abstract
PURPOSE Quantitative analysis of dynamic contrast-enhanced MRI (DCE-MRI) requires an arterial input function (AIF) which is difficult to measure. We propose the reference region and input function tail (RRIFT) approach which uses a reference tissue and the washout portion of the AIF. METHODS RRIFT was evaluated in simulations with 100 parameter combinations at various temporal resolutions (5-30 s) and noise levels (σ = 0.01-0.05 mM). RRIFT was compared against the extended Tofts model (ETM) in 8 studies from patients with glioblastoma multiforme. Two versions of RRIFT were evaluated: one using measured patient-specific AIF tails, and another assuming a literature-based AIF tail. RESULTS RRIFT estimated the transfer constant K trans and interstitial volume v e with median errors within 20% across all simulations. RRIFT was more accurate and precise than the ETM at temporal resolutions slower than 10 s. The percentage error of K trans had a median and interquartile range of -9 ± 45% with the ETM and -2 ± 17% with RRIFT at a temporal resolution of 30 s under noiseless conditions. RRIFT was in excellent agreement with the ETM in vivo, with concordance correlation coefficients (CCC) of 0.95 for K trans , 0.96 for v e , and 0.73 for the plasma volume v p using a measured AIF tail. With the literature-based AIF tail, the CCC was 0.89 for K trans , 0.93 for v e and 0.78 for v p . CONCLUSIONS Quantitative DCE-MRI analysis using the input function tail and a reference tissue yields absolute kinetic parameters with the RRIFT method. This approach was viable in simulation and in vivo for temporal resolutions as low as 30 s.
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Affiliation(s)
- Zaki Ahmed
- Medical Physics Unit, McGill University, Montreal, Canada.,Department of Physics, McGill University, Montreal, Canada
| | - Ives R Levesque
- Medical Physics Unit, McGill University, Montreal, Canada.,Department of Physics, McGill University, Montreal, Canada.,Gerald Bronfman Department of Oncology, McGill University, Montreal, Canada.,Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, Canada
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Conlin CC, Layec G, Hanrahan CJ, Hu N, Mueller MT, Lee VS, Zhang JL. Exercise-stimulated arterial transit time in calf muscles measured by dynamic contrast-enhanced magnetic resonance imaging. Physiol Rep 2019; 7:e13978. [PMID: 30648355 PMCID: PMC6333626 DOI: 10.14814/phy2.13978] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 12/15/2018] [Accepted: 12/18/2018] [Indexed: 12/21/2022] Open
Abstract
The primary goal of this study was to evaluate arterial transit time (ATT) in exercise-stimulated calf muscles as a promising indicator of muscle function. Following plantar flexion, ATT was measured by dynamic contrast-enhanced (DCE) MRI in young and elderly healthy subjects and patients with peripheral artery disease (PAD). In the young healthy subjects, gastrocnemius ATT decreased significantly (P < 0.01) from 4.3 ± 1.5 to 2.4 ± 0.4 sec when exercise load increased from 4 lbs to 16 lbs. For the same load of 4 lbs, gastrocnemius ATT was lower in the elderly healthy subjects (3.2 ± 1.1 sec; P = 0.08) and in the PAD patients (2.4 ± 1.2 sec; P = 0.02) than in the young healthy subjects. While the sensitivity of the exercise-stimulated ATT is diagnostically useful, it poses a challenge for arterial spin labeling (ASL), a noncontrast MRI method for measuring muscle perfusion. As a secondary goal of this study, we assessed the impact of ATT on ASL-measured perfusion with ASL data of multiple post labeling delays (PLDs) acquired from a healthy subject. Perfusion varied substantially with PLD in the activated gastrocnemius, which can be attributed to the ATT variability as verified by a simulation. In conclusion, muscle ATT is sensitive to exercise intensity, and it potentially reflects the functional impact of aging and PAD on calf muscles. For precise measurement of exercise-stimulated muscle perfusion, it is recommended that ATT be considered when quantifying muscle ASL data.
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Affiliation(s)
| | - Gwenael Layec
- School of Public Health and Health SciencesUniversity of Massachusetts AmherstAmherstMassachusetts
| | | | - Nan Hu
- Division of BiostatisticsDepartment of Internal MedicineUniversity of UtahSalt Lake CityUtah
| | - Michelle T. Mueller
- Division of Vascular SurgeryDepartment of Internal MedicineUniversity of UtahSalt Lake CityUtah
| | | | - Jeff L. Zhang
- Department of Radiology and Imaging SciencesUniversity of UtahSalt Lake CityUtah
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Li X, Conlin CC, Decker ST, Hu N, Mueller M, Khor L, Hanrahan C, Layec G, Lee VS, Zhang JL. Sampling arterial input function (AIF) from peripheral arteries: Comparison of a temporospatial-feature based method against conventional manual method. Magn Reson Imaging 2018; 57:118-123. [PMID: 30471329 DOI: 10.1016/j.mri.2018.11.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/19/2018] [Accepted: 11/21/2018] [Indexed: 02/02/2023]
Abstract
It is often difficult to accurately localize small arteries in images of peripheral organs, and even more so with vascular abnormality vasculatures, including collateral arteries, in peripheral artery disease (PAD). This poses a challenge for manually sampling arterial input function (AIF) in quantifying dynamic contrast-enhanced (DCE) MRI data of peripheral organs. In this study, we designed a multi-step screening approach that utilizes both the temporal and spatial information of the dynamic images, and is presumably suitable for localizing small and unpredictable peripheral arteries. In 41 DCE MRI datasets acquired from human calf muscles, the proposed method took <5 s on average for sampling AIF for each case, much more efficient than the manual sampling method; AIFs by the two methods were comparable, with Pearson's correlation coefficient of 0.983 ± 0.004 (p-value < 0.01) and relative difference of 2.4% ± 2.6%. In conclusion, the proposed temporospatial-feature based method enables efficient and accurate sampling of AIF from peripheral arteries, and would improve measurement precision and inter-observer consistency for quantitative DCE MRI of peripheral tissues.
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Affiliation(s)
- Xiaowan Li
- Department of Radiology and Imaging Sciences, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, United States
| | - Christopher C Conlin
- Department of Radiology and Imaging Sciences, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, United States
| | - Stephen T Decker
- School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts
| | - Nan Hu
- Division of Epidemiology, University of Utah, 295 Chipeta Way, Salt Lake City, UT, United States
| | - Michelle Mueller
- Division of Vascular Surgery, University of Utah, 30 N 1900 E, Salt Lake City, UT, United States
| | - Lillian Khor
- Division of Cardiovascular Medicine, University of Utah, 30 N 1900 E, Salt Lake City, UT, United States
| | - Christopher Hanrahan
- Department of Radiology and Imaging Sciences, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, United States
| | - Gwenael Layec
- School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, Massachusetts
| | - Vivian S Lee
- Verily Life Sciences, 355 Main St, Cambridge, MA, United States
| | - Jeff L Zhang
- Department of Radiology and Imaging Sciences, University of Utah, 729 Arapeen Drive, Salt Lake City, UT, United States.
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El Rafei M, Teixeira P, Norberciak L, Badr S, Cotten A, Budzik JF. Dynamic contrast-enhanced MRI perfusion of normal muscle in adult hips: Variation of permeability and semi-quantitative parameters. Eur J Radiol 2018; 108:92-98. [PMID: 30396677 DOI: 10.1016/j.ejrad.2018.08.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 07/30/2018] [Accepted: 08/26/2018] [Indexed: 12/31/2022]
Abstract
The purpose of this prospective study was to ascertain the degree of variation of semi-quantitative and permeability parameters on DCE-MRI of normally appearing striated muscles. Dynamic contrast-enhanced MRI of the right hip was performed in 20 women and 24 men. Mean age was 39.1 ± 12.4 years. Two regions of interest (ROI) were drawn in twelve muscles of anterior, medial and gluteal compartments: a free-form ROI covering the largest muscle section and a smaller elliptical ROI. Semi-quantitative and permeability parameters were calculated using the extended Tofts model. Statistical analysis was performed with a linear mixed model to assess perfusion parameters variation. Intra- and inter-observer agreements were assessed. The intra-observer agreement was considered to be good for free-form ROI (minimum Intra-Class Coefficient (ICC) = 0.72) and moderate for elliptical ROI (minimum ICC = 0.51), while the inter-observer agreement was considered to be bad in both cases (minimum ICC = 0.11). There was a high inter-individual variation in most of the perfusion parameters evaluated. The average coefficients of variation were: Time To Peak = 9%, Area Under the Curve = 44%, Ve = 61%, Kep = 90%, Initial Slope = 99%, and Ktrans = 128%. A considerable variation in resting muscle perfusion parameters was seen. This could lead to errors in the analysis of muscle DCE-MRI studies or oncologic/non oncologic studies using muscle as a referential. Further studies targeted on acquisition protocols and post-processing software are necessary to improve the performance of muscle MR perfusion.
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Affiliation(s)
- Mazen El Rafei
- Lille Regional University Hospital, Musculoskeletal Imaging Department, University of Lille Nord de France, Lille, France.
| | - Pedro Teixeira
- Nancy Regional University Hospital, Imaging Department, University of Lorraine, Nancy, France.
| | - Laurène Norberciak
- Lille Catholic University Hospitals, Biostatistics Department, Lille Catholic University, Lille, France.
| | - Sammy Badr
- Lille Regional University Hospital, Musculoskeletal Imaging Department, University of Lille Nord de France, Lille, France; PMOI Physiopathology of Inflammatory Bone Diseases, EA 4490, University of Lille Nord de France, Lille, France.
| | - Anne Cotten
- Lille Regional University Hospital, Musculoskeletal Imaging Department, University of Lille Nord de France, Lille, France; PMOI Physiopathology of Inflammatory Bone Diseases, EA 4490, University of Lille Nord de France, Lille, France.
| | - Jean-François Budzik
- PMOI Physiopathology of Inflammatory Bone Diseases, EA 4490, University of Lille Nord de France, Lille, France; Lille Catholic University Hospitals, Imaging Department, Lille Catholic University, Lille, France.
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Zhang JL, Layec G, Hanrahan C, Conlin CC, Hart C, Hu N, Khor L, Mueller M, Lee VS. Exercise-induced calf muscle hyperemia: quantitative mapping with low-dose dynamic contrast enhanced magnetic resonance imaging. Am J Physiol Heart Circ Physiol 2018; 316:H201-H211. [PMID: 30388024 DOI: 10.1152/ajpheart.00537.2018] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Peripheral artery disease (PAD) in the lower extremities often leads to intermittent claudication. In the present study, we proposed a low-dose DCE MRI protocol for quantifying calf muscle perfusion stimulated with plantar flexion and multiple new metrics for interpreting perfusion maps, including the ratio of gastrocnemius over soleus perfusion (G/S; for assessing the vascular redistribution between the two muscles) and muscle perfusion normalized by whole body perfusion (for quantifying the muscle's active hyperemia). Twenty-eight human subjects participated in this Institutional Review Board-approved study, with 10 healthy subjects ( group A) for assessing interday reproducibility and 8 healthy subjects ( group B) for exploring the relationship between plantar-flexion load and induced muscle perfusion. In a pilot group of five elderly healthy subjects and five patients with PAD ( group C), we proposed a protocol that measured perfusion for a low-intensity exercise and for an exhaustion exercise in a single MRI session. In group A, perfusion estimates for calf muscles were highly reproducible, with correlation coefficients of 0.90-0.93. In group B, gastrocnemius perfusion increased linearly with the exercise workload ( P < 0.05). With the low-intensity exercise, patients with PAD in group C showed substantially lower gastrocnemius perfusion compared with elderly healthy subjects [43.4 (SD 23.5) vs. 106.7 (SD 73.2) ml·min-1·100 g-1]. With exhaustion exercise, G/S [1.0 (SD 0.4)] for patients with PAD was lower than both its low-intensity level [1.9 (SD 1.3)] and the level in elderly healthy subjects [2.7 (SD 2.1)]. In conclusion, the proposed MRI protocol and the new metrics are feasible for quantifying exercise-induced muscle hyperemia, a promising functional test of PAD. NEW & NOTEWORTHY To quantitatively map exercise-induced hyperemia in calf muscles, we proposed a high-resolution MRI method shown to be highly reproducible and sensitive to exercise load. With the use of low contrast, it is feasible to measure calf muscle hyperemia for both low-intensity and exhaustion exercises in a single MRI session. The newly proposed metrics for interpreting perfusion maps are promising for quantifying intermuscle vascular redistribution or a muscle's active hyperemia.
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Affiliation(s)
- Jeff L Zhang
- Department of Radiology and Imaging Sciences, University of Utah , Salt Lake City, Utah
| | - Gwenael Layec
- Division of Geriatrics, Department of Internal Medicine, University of Utah , Salt Lake City, Utah
| | - Christopher Hanrahan
- Department of Radiology and Imaging Sciences, University of Utah , Salt Lake City, Utah
| | - Christopher C Conlin
- Department of Radiology and Imaging Sciences, University of Utah , Salt Lake City, Utah
| | - Corey Hart
- Division of Endocrinology, Diabetes, Nutrition and Metabolism, Mayo Clinic , Rochester, Minnesota
| | - Nan Hu
- Division of Epidemiology, Department of Internal Medicine, University of Utah , Salt Lake City, Utah
| | - Lillian Khor
- Division of Cardiology, Department of Internal Medicine, University of Utah , Salt Lake City, Utah
| | - Michelle Mueller
- Division of Vascular Surgery, Department of Internal Medicine, University of Utah , Salt Lake City, Utah
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Ahmed Z, Levesque IR. An extended reference region model for DCE-MRI that accounts for plasma volume. NMR IN BIOMEDICINE 2018; 31:e3924. [PMID: 29745982 DOI: 10.1002/nbm.3924] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 02/20/2018] [Accepted: 02/27/2018] [Indexed: 06/08/2023]
Abstract
The reference region model (RRM) for dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) provides pharmacokinetic parameters without requiring the arterial input function. A limitation of the RRM is that it assumes that the blood plasma volume in the tissue of interest is zero, but this is often not true in highly vascularized tissues, such as some tumours. This study proposes an extended reference region model (ERRM) to account for tissue plasma volume. Furthermore, ERRM was combined with a two-fit approach to reduce the number of fitting parameters, and this was named the constrained ERRM (CERRM). The accuracy and precision of RRM, ERRM and CERRM were evaluated in simulations covering a range of parameters, noise and temporal resolutions. These models were also compared with the extended Tofts model (ETM) on in vivo glioblastoma multiforme data. In simulations, RRM overestimated Ktrans by over 10% at vp = 0.01 under noiseless conditions. In comparison, ERRM and CERRM were both accurate, with CERRM showing better precision when noise was included. On in vivo data, CERRM provided maps that had the highest agreement with ETM, whilst also being robust at temporal resolutions as poor as 30 s. ERRM can provide pharmacokinetic parameters without an arterial input function in tissues with non-negligible vp where RRM provides inaccurate estimates. The two-fit approach, named CERRM, further improves on the accuracy and precision of ERRM.
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Affiliation(s)
- Zaki Ahmed
- Medical Physics Unit, McGill University, Montreal, QC, Canada
- Department of Physics, McGill University, Montreal, QC, Canada
| | - Ives R Levesque
- Medical Physics Unit, McGill University, Montreal, QC, Canada
- Department of Physics, McGill University, Montreal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
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Bajwa A, Wesolowski R, Patel A, Saha P, Ludwinski F, Smith A, Nagel E, Modarai B. Assessment of tissue perfusion in the lower limb: current methods and techniques under development. Circ Cardiovasc Imaging 2014; 7:836-43. [PMID: 25227236 DOI: 10.1161/circimaging.114.002123] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Adnan Bajwa
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Roman Wesolowski
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Ashish Patel
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Prakash Saha
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Francesca Ludwinski
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Alberto Smith
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Eike Nagel
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.)
| | - Bijan Modarai
- From the Cardiovascular Division, Academic Department of Surgery, Kings College London, BHF Centre of Research Excellence & NIHR Biomedical Research Centre at Kings Health Partners, St Thomas' Hospital, London, United Kingdom (A.B., A.P., P.S., F.L., A.S., B.M.); and Division of Imaging Sciences and Biomedical Engineering. Department of Cardiovascular Imaging, Kings College London, BHF Centre of Research Excellence, Wellcome Trust-EPSRC Medical Engineering Centre & NIHR Biomedical Research Centre at Kings Health Partners, St. Thomas' Hospital, London, United Kingdom (R.W., E.N.).
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Gordon Y, Partovi S, Müller-Eschner M, Amarteifio E, Bäuerle T, Weber MA, Kauczor HU, Rengier F. Dynamic contrast-enhanced magnetic resonance imaging: fundamentals and application to the evaluation of the peripheral perfusion. Cardiovasc Diagn Ther 2014; 4:147-64. [PMID: 24834412 DOI: 10.3978/j.issn.2223-3652.2014.03.01] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2014] [Accepted: 02/08/2014] [Indexed: 12/16/2022]
Abstract
INTRODUCTION The ability to ascertain information pertaining to peripheral perfusion through the analysis of tissues' temporal reaction to the inflow of contrast agent (CA) was first recognized in the early 1990's. Similar to other functional magnetic resonance imaging (MRI) techniques such as arterial spin labeling (ASL) and blood oxygen level-dependent (BOLD) MRI, dynamic contrast-enhanced MRI (DCE-MRI) was at first restricted to studies of the brain. Over the last two decades the spectrum of ailments, which have been studied with DCE-MRI, has been extensively broadened and has come to include pathologies of the heart notably infarction, stroke and further cerebral afflictions, a wide range of neoplasms with an emphasis on antiangiogenic treatment and early detection, as well as investigations of the peripheral vascular and musculoskeletal systems. APPLICATIONS TO PERIPHERAL PERFUSION DCE-MRI possesses an unparalleled capacity to quantitatively measure not only perfusion but also other diverse microvascular parameters such as vessel permeability and fluid volume fractions. More over the method is capable of not only assessing blood flowing through an organ, but in contrast to other noninvasive methods, the actual tissue perfusion. These unique features have recently found growing application in the study of the peripheral vascular system and most notably in the diagnosis and treatment of peripheral arterial occlusive disease (PAOD). REVIEW OUTLINE The first part of this review will elucidate the fundamentals of data acquisition and interpretation of DCE-MRI, two areas that often remain baffling to the clinical and investigating physician because of their complexity. The second part will discuss developments and exciting perspectives of DCE-MRI regarding the assessment of perfusion in the extremities. Emerging clinical applications of DCE-MRI will be reviewed with a special focus on investigation of physiology and pathophysiology of the microvascular and vascular systems of the extremities.
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Affiliation(s)
- Yaron Gordon
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Sasan Partovi
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Matthias Müller-Eschner
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Erick Amarteifio
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Tobias Bäuerle
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Marc-André Weber
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Hans-Ulrich Kauczor
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Fabian Rengier
- 1 Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany ; 2 Radiology and Nuclear Medicine, University Hospitals Case Medical Center, Case Western Reserve University, Cleveland, Ohio, USA ; 3 Radiology (E010), German Cancer Research Center (dkfz), Heidelberg, Germany ; 4 Radiology, University Hospital Erlangen, Erlangen, Germany
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Wright KL, Seiberlich N, Jesberger JA, Nakamoto DA, Muzic RF, Griswold MA, Gulani V. Simultaneous magnetic resonance angiography and perfusion (MRAP) measurement: initial application in lower extremity skeletal muscle. J Magn Reson Imaging 2013; 38:1237-44. [PMID: 23389970 DOI: 10.1002/jmri.24020] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 12/07/2012] [Indexed: 11/07/2022] Open
Abstract
PURPOSE To obtain a simultaneous 3D magnetic resonance angiography and perfusion (MRAP) using a single acquisition and to demonstrate MRAP in the lower extremities. A time-resolved contrast-enhanced exam was used in MRAP to simultaneously acquire a contrast-enhanced MR angiography (MRA) and dynamic contrast-enhanced (DCE) perfusion, which currently requires separate acquisitions and thus two contrast doses. MRAP can be used to assess large and small vessels in vascular pathologies such as peripheral arterial disease. MATERIALS AND METHODS MRAP was performed on 10 volunteers following unilateral plantar flexion exercise (one leg exercised and one rested) on two separate days. Data were acquired after administration of a single dose of contrast agent using an optimized sampling strategy, parallel imaging, and partial-Fourier acquisition to obtain a high spatial resolution, 3D-MRAP frame every 4 seconds. Two radiologists assessed MRAs for image quality, a signal-to-noise ratio (SNR) analysis was performed, and pharmacokinetic modeling yielded perfusion (K(trans) ). RESULTS MRA images had high SNR and radiologist-assessed diagnostic quality. Mean K(trans) ± standard error were 0.136 ± 0.009, 0.146 ± 0.012, and 0.191 ± 0.012 min(-1) in the resting tibialis anterior, gastrocnemius, and soleus, respectively, which significantly increased with exercise to 0.291 ± 0.018, 0.270 ± 0.019, and 0.338 ± 0.022 min(-1) . Bland-Altman analysis showed good repeatability. CONCLUSION MRAP provides simultaneous high-resolution MRA and quantitative DCE exams to assess large and small vessels with a single contrast dose. Application in skeletal muscle shows quantitative, repeatable perfusion measurements, and the ability to measure physiological differences.
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Affiliation(s)
- Katherine L Wright
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA; Case Center for Imaging Research, Case Western Reserve University and University Hospitals Case Medical Center, Cleveland, Ohio, USA
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Partovi S, Karimi S, Jacobi B, Schulte AC, Aschwanden M, Zipp L, Lyo JK, Karmonik C, Müller-Eschner M, Huegli RW, Bongartz G, Bilecen D. Clinical implications of skeletal muscle blood-oxygenation-level-dependent (BOLD) MRI. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE 2012; 25:251-61. [PMID: 22374263 DOI: 10.1007/s10334-012-0306-y] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2011] [Revised: 01/31/2012] [Accepted: 02/01/2012] [Indexed: 01/24/2023]
Abstract
Blood-oxygenation-level-dependent (BOLD) contrast in magnetic resonance (MR) imaging of skeletal muscle mainly depends on changes of oxygen saturation in the microcirculation. In recent years, an increasing number of studies have evaluated the clinical relevance of skeletal muscle BOLD MR imaging in vascular diseases, such as peripheral arterial occlusive disease, diabetes mellitus, and chronic compartment syndrome. BOLD imaging combines the advantages of MR imaging, i.e., high spatial resolution, no exposure to ionizing radiation, with functional information of local microvascular perfusion. Due to intrinsic contrast provoked via changes in hemoglobin oxygen saturation, it is a safe and easy applicable procedure on standard whole-body MR devices. Therefore, BOLD MR imaging of skeletal muscle is a potential new diagnostic tool in the clinical evaluation of vascular, inflammatory, and muscular pathologies. Our review focuses on the current evidence concerning the use of BOLD MR imaging of skeletal muscle under pathological conditions and highlights ways for future clinical and scientific applications.
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Affiliation(s)
- Sasan Partovi
- Department of Radiology, University Hospital Bruderholz, Basel, Switzerland.
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Taxt T, Jirík R, Rygh CB, Grüner R, Bartos M, Andersen E, Curry FR, Reed RK. Single-channel blind estimation of arterial input function and tissue impulse response in DCE-MRI. IEEE Trans Biomed Eng 2011; 59:1012-21. [PMID: 22217906 DOI: 10.1109/tbme.2011.2182195] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Multipass dynamic MRI and pharmacokinetic modeling are used to estimate perfusion parameters of leaky capillaries. Curve fitting and nonblind deconvolution are the established methods to derive the perfusion estimates from the observed arterial input function (AIF) and tissue tracer concentration function. These nonblind methods are sensitive to errors in the AIF, measured in some nearby artery or estimated by multichannel blind deconvolution. Here, a single-channel blind deconvolution algorithm is presented, which only uses a single tissue tracer concentration function to estimate the corresponding AIF and tissue impulse response function. That way, many errors affecting these functions are reduced. The validity of the algorithm is supported by simulations and tests on real data from mouse. The corresponding nonblind and multichannel methods are also presented.
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Affiliation(s)
- Torfinn Taxt
- Department of Biomedicine, University of Bergen, Bergen, Norway.
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Dynamic contrast-enhanced ultrasound for assessment of skeletal muscle microcirculation in peripheral arterial disease. Invest Radiol 2011; 46:504-8. [PMID: 21487300 DOI: 10.1097/rli.0b013e3182183a77] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE : This feasibility study was performed to assess whether dynamic contrast-enhanced ultrasound (CEUS) and transient arterial occlusion are able to detect alterations in the microvascular perfusion and arterial perfusion reserve in patients suffering from peripheral arterial disease (PAD) in comparison with healthy volunteers. MATERIALS AND METHODS : Twenty patients with PAD, Rutherford classification grade I, category III (mean age, 64 years; mean height, 173 cm; mean weight, 81.8 kg), and 20 volunteers (mean age, 50 years; mean height, 174 cm; mean weight, 77.8 kg) participated in the study. Low-mechanical index CEUS (7 MHz; MI, 0.28) was performed to the dominant lower leg after start of a continuous automatic intravenous injection of 4.8 mL suspension with microbubbles containing sulfur hexafluoride (SonoVue) within 5 minutes. Perfusion of the calf muscle was monitored by CEUS before, during, and after release of arterial occlusion at the thigh level lasting for 60 seconds. Several parameters, especially the time to maximum enhancement after release of occlusion (tmax), the maximum enhancement after release of occlusion (maxenh), the total vascular response after release of occlusion (AUCpost), and the resulting slope (m2) to maximum enhancement were calculated. RESULTS : After release of the occlusion, a significantly delayed increase of the CEUS signal to maxenh was observed in the patients with PAD (32 ± 17 seconds) compared with volunteers (17 ± 8 seconds, P = 0.0009). maxenh was 66.5 ± 36.6 (∼mL) in PAD versus 135.6 ± 75.1 (∼mL) in volunteers (P = 0.0016). AUCpost was 3016.5 ± 1825.8 (∼mL·s) in PAD versus 5906.4 ± 3173.1 (∼mL·s) in volunteers (P = 0.0013), and m2 was significantly lower in PAD (3.8 ± 5.2 vs. 14.8 ± 9.7 [∼mL/s], P = 0.0001). CONCLUSIONS : Microvascular perfusion deficits and reduced arterial perfusion reserve in patients with PAD are clearly detectable with dynamic CEUS after transient arterial occlusion.
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Yanagisawa O, Fukubayashi T. Diffusion-weighted magnetic resonance imaging reveals the effects of different cooling temperatures on the diffusion of water molecules and perfusion within human skeletal muscle. Clin Radiol 2010; 65:874-80. [DOI: 10.1016/j.crad.2010.06.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2009] [Revised: 06/08/2010] [Accepted: 06/23/2010] [Indexed: 11/25/2022]
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Abstract
Diabetic pedal osteomyelitis is primarily a manifestation of vascular insufficiency with resultant tissue ischemia, neuropathy, and infection. Nearly all cases of pedal osteomyelitis arise from a contiguous ulcer and soft tissue infection. MR imaging is the modality of choice to assess for the presence of osteomyelitis and associated soft tissue complications, to guide patient management, and to aid in limited limb resection.
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Wu WC, Wang J, Detre JA, Ratcliffe SJ, Floyd TF. Transit delay and flow quantification in muscle with continuous arterial spin labeling perfusion-MRI. J Magn Reson Imaging 2008; 28:445-52. [PMID: 18666182 DOI: 10.1002/jmri.21322] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
PURPOSE To test the hypothesis that flow measurements using continuous arterial spin labeling (CASL) magnetic resonance imaging (MRI) in muscle depend upon transit delay, and examine the repeatability of CASL measurements. MATERIALS AND METHODS A total of 23 healthy subjects underwent CASL imaging of the calf, foot, and forearm with varying postlabeling delay (PLD = 1000, 1500, and 1900 msec). Experiments were conducted on a 3.0T system. An orthopedic tourniquet system was employed to create a five-minute period of ischemia followed by a transient hyperemic flow. Imaging commenced two minutes prior to cuff inflation and ended three minutes after cuff release. RESULTS CASL was found able to well resolve the time course of the hyperemic flow pattern with an effective TR of 16 seconds, although we were unable to establish that a plateau had been reached in the flow measurements even at a PLD as long as 1900 msec. Peak hyperemic flow measurements compared favorably with those obtained with contrast-enhanced (CE) MRI following a similar period of ischemia. Region-of-interest (ROI)-based repeated measurements varied by approximately 20% over a period of one hour. CONCLUSION In all anatomic regions studied, flow measurements were found to increase with PLD, suggesting the prolonged transit delay in muscle.
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Affiliation(s)
- Wen-Chau Wu
- Department of Radiology, Hospital of University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Wu WC, Wang J, Detre JA, Wehrli FW, Mohler E, Ratcliffe SJ, Floyd TF. Hyperemic flow heterogeneity within the calf, foot, and forearm measured with continuous arterial spin labeling MRI. Am J Physiol Heart Circ Physiol 2008; 294:H2129-36. [PMID: 18310508 DOI: 10.1152/ajpheart.01399.2007] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Arterial spin labeling (ASL) is a noninvasive magnetic resonance imaging (MRI) technique for microvascular blood flow measurement. We used a continuous ASL scheme (CASL) to investigate the hyperemic flow difference between major muscle groups in human extremities. Twenty-four healthy subjects with no evidence of vascular disease were recruited. MRI was conducted on a 3.0 Tesla Siemens Trio whole body system with a transmit/receive knee coil. A nonmagnetic orthopedic tourniquet system was used to create a 5-min period of ischemia followed by a period of hyperemic flow (occlusion pressure = 250 mmHg). CASL imaging, lasting from 2 min before cuff inflation to 3 min after cuff deflation, was performed on the midcalf, midfoot, and midforearm in separate sessions from which blood flow was quantified with an effective temporal resolution of 16 s. When muscles in the same anatomic location were compared, hyperemic flow was found to be significantly higher in the compartments containing muscles known to have relatively higher slow-twitch type I fiber compositions, such as the soleus muscle in the calf and the extensors in the forearm. In the foot, the plantar flexors exhibited a slightly delayed hyperemic response relative to that of the dorsal compartment, but no between-group flow difference was observed. These results demonstrate that CASL is sensitive to flow heterogeneity between diverse muscle groups and that nonuniform hyperemic flow patterns following an ischemic paradigm correlate with relative fiber-type predominance.
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Affiliation(s)
- Wen-Chau Wu
- Department of Radiology, The Hospital of University of Pennsylvania, 3400 Spruce St., Philadelphia, PA 19104, USA
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Orton MR, d'Arcy JA, Walker-Samuel S, Hawkes DJ, Atkinson D, Collins DJ, Leach MO. Computationally efficient vascular input function models for quantitative kinetic modelling using DCE-MRI. Phys Med Biol 2008; 53:1225-39. [PMID: 18296759 DOI: 10.1088/0031-9155/53/5/005] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Hsu LY, Wragg A, Anderson SA, Balaban RS, Boehm M, Arai AE. Automatic assessment of dynamic contrast-enhanced MRI in an ischemic rat hindlimb model: an exploratory study of transplanted multipotent progenitor cells. NMR IN BIOMEDICINE 2008; 21:111-9. [PMID: 17506036 DOI: 10.1002/nbm.1166] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
This study presents computerized automatic image analysis for quantitatively evaluating dynamic contrast-enhanced MRI in an ischemic rat hindlimb model. MRI at 7 T was performed on animals in a blinded placebo-controlled experiment comparing multipotent adult progenitor cell-derived progenitor cell (MDPC)-treated, phosphate buffered saline (PBS)-injected, and sham-operated rats. Ischemic and non-ischemic limb regions of interest were automatically segmented from time-series images for detecting changes in perfusion and late enhancement. In correlation analysis of the time-signal intensity histograms, the MDPC-treated limbs correlated well with their corresponding non-ischemic limbs. However, the correlation coefficient of the PBS control group was significantly lower than that of the MDPC-treated and sham-operated groups. In semi-quantitative parametric maps of contrast enhancement, there was no significant difference in hypo-enhanced area between the MDPC and PBS groups at early perfusion-dependent time frames. However, the late-enhancement area was significantly larger in the PBS than the MDPC group. The results of this exploratory study show that MDPC-treated rats could be objectively distinguished from PBS controls. The differences were primarily determined by late contrast enhancement of PBS-treated limbs. These computerized methods appear promising for assessing perfusion and late enhancement in dynamic contrast-enhanced MRI.
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Affiliation(s)
- Li-Yueh Hsu
- National Heart Lung and Blood Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD 20892-1061, USA
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Abstract
INTRODUCTION Peripheral arterial disease (PAD) is characterized by lower limb arterial obstruction due to atherosclerosis and is increasingly common. Presently used methods for diagnosis and follow-up as well as for assessment of novel therapies are limited. MATERIALS AND METHODS Three distinct magnetic resonance examinations were developed. The first was high-resolution black-blood atherosclerotic plaque imaging of the superficial femoral artery using a surface coil and flow saturation. Second, first-pass contrast-enhanced dual-contrast perfusion imaging of the calf muscle was performed at peak exercise using a magnetic resonance (MR)-compatible pedal ergometer. Lastly, (31)P MR spectroscopy was also performed at peak exercise to measure phosphocreatine (PCr) recovery kinetics. RESULTS Seventeen patients (age, 63 +/- 10 yrs) with mild to moderate PAD were studied with black-blood atherosclerotic plaque imaging. Mean atherosclerotic plaque volume measured was 7.27 +/- 3.73 cm(3). Eleven patients (age, 61 +/- 11 yrs) with mild to moderate symptomatic PAD and 22 normal control subjects were studied with first-pass contrast-enhanced perfusion imaging. Perfusion index was stepwise increased from patients to normal subjects with matched workload to normal subjects at maximal exercise. For PCr recovery kinetics, 20 patients with mild to moderate PAD and 14 controls were studied. The median recovery time constant of PCr was 34.7 seconds in the controls and 91.0 seconds in the PAD patients (P < 0.0001). CONCLUSIONS Three distinct MR examinations of different aspects of peripheral arterial disease have been developed and tested and shown to differentiate patients with mild to moderate PAD from normal controls. Taken together, these tests are potential quantitative end points for clinical trials of novel therapies in PAD.
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Affiliation(s)
- Christopher M Kramer
- Department of Radiology, University of Virginia Health System, Charlottesville, VA 22908, USA.
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Isbell DC, Epstein FH, Zhong X, DiMaria JM, Berr SS, Meyer CH, Rogers WJ, Harthun NL, Hagspiel KD, Weltman A, Kramer CM. Calf muscle perfusion at peak exercise in peripheral arterial disease: measurement by first-pass contrast-enhanced magnetic resonance imaging. J Magn Reson Imaging 2007; 25:1013-20. [PMID: 17410566 PMCID: PMC2930771 DOI: 10.1002/jmri.20899] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE To develop a contrast-enhanced magnetic resonance (MR) technique to measure skeletal muscle perfusion in peripheral arterial disease (PAD). MATERIALS AND METHODS A total of 11 patients (age = 61 +/- 11 years) with mild to moderate symptomatic PAD (ankle-brachial index [ABI] = 0.75 +/- 0.08) and 22 normals were studied using an MR-compatible ergometer. PAD and normal(max) (Nl(max); N = 11) exercised to exhaustion. Nl(low) (N = 11) exercised to the same workload achieved by PAD. At peak exercise, 0.1 mm/kg of gadolinium diethylenetriamine pentaacetic acid (Gd-DTPA) was infused at 3-4 cm(3)/second followed by a saline flush at the same rate. A dual-contrast gradient echo (GRE) sequence enabled simultaneous acquisition of muscle perfusion and arterial input function (AIF). The perfusion index (PI) was defined as the slope of the time-intensity curve (TIC) in muscle divided by the arterial TIC slope. RESULTS Median workload was 120 Joules in PAD, 210 Joules in Nl(low), and 698 Joules in Nl(max) (P < 0.001 vs. Nl(low) and PAD). Median PI was 0.29 in PAD (25th and 75th percentiles [%] = 0.20, 0.40), 0.48 in Nl(low) (25th, 75th % = 0.36, 0.62; P < 0.02 vs. PAD), and 0.69 in Nl(max) (25th, 75th % = 0.5, 0.77; P < 0.001 vs. PAD). Area under the ROC-curve for PI differentiating patients from Nl(max) was 0.95 (95% confidence interval [CI] = 0.77-0.99). CONCLUSION Peak-exercise measurement of lower limb perfusion with dual-contrast, first-pass MR distinguishes PAD from normals. This method may be useful in the study of novel therapies for PAD.
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Affiliation(s)
- David C. Isbell
- Department of Medicine, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Frederick H. Epstein
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
- Department of Biomedical Engineering, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | | | - Joseph M. DiMaria
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Stuart S. Berr
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
- Department of Biomedical Engineering, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Craig H. Meyer
- Department of Biomedical Engineering, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Walter J. Rogers
- Department of Medicine, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Nancy L. Harthun
- Department of Surgery, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Klaus D. Hagspiel
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Arthur Weltman
- Department of Medicine, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
| | - Christopher M. Kramer
- Department of Medicine, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
- Department of Radiology, University of Virginia Health System, University of Virginia, Charlottesville, Virginia, USA
- Address reprint requests to: C.M.K., MD, University of Virginia Health System, Departments of Medicine and Radiology, Lee Street, Box 800170, Charlottesville, VA 22908.
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Weber MA, Krix M, Delorme S. Quantitative evaluation of muscle perfusion with CEUS and with MR. Eur Radiol 2007; 17:2663-74. [PMID: 17453217 DOI: 10.1007/s00330-007-0641-y] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2006] [Revised: 02/20/2007] [Accepted: 03/22/2007] [Indexed: 11/30/2022]
Abstract
Functional imaging might increase the role of imaging in muscular diseases, since alterations of muscle morphology alone are not specific for a particular disease. Perfusion, i.e., the blood flow per tissue and time unit including capillary flow, is an important functional parameter. Pathological changes of skeletal muscle perfusion can be found in various clinical conditions, such as degenerative or inflammatory myopathies or peripheral arterial occlusive disease. This article reviews the theoretical basics of functional radiological techniques for assessing skeletal muscle perfusion and focuses on contrast-enhanced ultrasound (CEUS) and magnetic resonance imaging (MRI) techniques. Also, the applications of microvascular imaging, such as in detection of myositis and for discriminating myositis from other myopathies or evaluating peripheral arterial occlusive disease, are presented, and possible clinical indications are discussed. In conclusion, dedicated MR and CEUS methods are now available that visualize and quantify (patho-)physiologic information about microcirculation within skeletal muscles in vivo and hence establish a useful diagnostic tool for muscular diseases.
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Affiliation(s)
- Marc-André Weber
- Department of Radiology, German Cancer Research Centre, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.
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Stekelenburg A, Strijkers GJ, Parusel H, Bader DL, Nicolay K, Oomens CW. Role of ischemia and deformation in the onset of compression-induced deep tissue injury: MRI-based studies in a rat model. J Appl Physiol (1985) 2007; 102:2002-11. [PMID: 17255369 DOI: 10.1152/japplphysiol.01115.2006] [Citation(s) in RCA: 129] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
A rat model was used to distinguish between the different factors that contribute to muscle tissue damage related to deep pressure ulcers that develop after compressive loading. The separate and combined effects of ischemia and deformation were studied. Loading was applied to the hindlimb of rats for 2 h. Muscle tissue was examined using MR imaging (MRI) and histology. An MR-compatible loading device allowed simultaneous loading and measurement of tissue status. Two separate loading protocols incorporated uniaxial loading, resulting in tissue compression and ischemic loading. Uniaxial loading was applied to the tibialis anterior by means of an indenter, and ischemic loading was accomplished with an inflatable tourniquet. Deformation of the muscle tissue during uniaxial loading was measured using MR tagging. Compression of the tissues for 2 h led to increased T2 values, which were correlated to necrotic regions in the tibialis anterior. Perfusion measurements, by means of contrast-enhanced MRI, indicated a large ischemic region during indentation. Pure ischemic loading for 2 h led to reversible tissue changes. From the MR-tagging experiments, local strain fields were calculated. A 4.5-mm deformation, corresponding to a surface pressure of 150 kPa, resulted in maximum shear strain up to 1.0. There was a good correlation between the location of damage and the location of high shear strain. It was concluded that the large deformations, in conjunction with ischemia, provided the main trigger for irreversible muscle damage.
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Affiliation(s)
- Anke Stekelenburg
- Dept. of Biomedical Engineering, Eindhoven University of Technology, Den Dolech 2, 5600 MB Eindhoven, The Netherlands.
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Walker-Samuel S, Parker CC, Leach MO, Collins DJ. Reproducibility of reference tissue quantification of dynamic contrast-enhanced data: comparison with a fixed vascular input function. Phys Med Biol 2006; 52:75-89. [PMID: 17183129 DOI: 10.1088/0031-9155/52/1/006] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Reference tissues are currently used to analyse dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) data. The assessment of tumour response to treatment with anti-cancer drugs is a particularly important application of this type of analysis and requires a measure of reproducibility to define a level above which a significant change due to therapy can be inferred. This study compares the reproducibility of such quantification strategies with that found using a published, group-averaged uptake curve. It is shown that reference tissue quantification gives poorer reproducibility for most parameters than that found using a group-averaged plasma curve (a change in K(trans) of greater than 41.8% and 16.4% would be considered significant in the two approaches, respectively), but successfully incorporates some of the variability observed in plasma kinetics between visits and provides vascular input functions that, across the group, are comparable with the group-averaged curve. This study therefore provides an indirect validation of the methodology.
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Affiliation(s)
- S Walker-Samuel
- Cancer Research UK Clinical Magnetic Resonance Imaging Research Group, Institute of Cancer Research, Royal Marsden NHS Foundation Trust, Sutton, Surrey SM2 5PT, UK.
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28
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Carlier PG, Bertoldi D, Baligand C, Wary C, Fromes Y. Muscle blood flow and oxygenation measured by NMR imaging and spectroscopy. NMR IN BIOMEDICINE 2006; 19:954-67. [PMID: 17075963 DOI: 10.1002/nbm.1081] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Tissue perfusion and oxygenation in many organs can be evaluated by various NMR techniques. This review focuses on the specificities, limitations and adaptations of the NMR tools available to investigate perfusion and oxygenation in the skeletal muscle of humans and animal models. A description of how they may be used simultaneously is provided as well. 1H NMR spectroscopy of myoglobin (Mb) monitors intramyocytic oxygenation. It measures the level of deoxy-Mb, from which Mb concentration, Mb desaturation/resaturation rates, muscle oxygenation changes and intracellular partial oxygen pressure (pO2) can be calculated. Positive and negative blood oxygen level-dependent (BOLD) contrasts exist in skeletal muscle. BOLD contrasts primarily reflect changes in capillary-venous oxygenation, but are also directly or indirectly dependent on muscle blood volume, perfusion, vascular network architecture and angulation, relative to the main magnetic field. Arterial spin labelling (ASL) techniques, having high spatial and temporal resolution, are the methods of choice to quantify and map skeletal muscle perfusion non-invasively. Limitations of ASL are poor contrast-to-noise ratio and sensitivity to movement; however, with the introduction of specific adaptations, it has been proven possible to measure skeletal muscle perfusion at both rest and during exercise. The possibility of combining these NMR measurements with others into a single dynamic protocol is most interesting. The 'multiparametric functional (mpf) NMR' concept can be extended to include the evaluation of muscle energy metabolism simultaneously with 31P NMR or with lactate double quantum filtered 1H NMR spectroscopy, an approach which would make NMR an exceptional tool for non-invasive investigations of integrative physiology and biochemistry in skeletal muscle in vivo.
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Affiliation(s)
- P G Carlier
- NMR Laboratory, AFM and CEA, Pitié-Salpêtrière University Hospital, 75013 Paris, France
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29
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Forster BB. Is Functional MR Imaging of Skeletal Muscle the Ultimate Tool for Assessment of Peripheral Arterial Occlusive Disease? Radiology 2006; 241:329-30. [PMID: 17057060 DOI: 10.1148/radiol.2412060952] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Bruce B Forster
- Department of Radiology, University of British Columbia Hospital, 2211 Wesbrook Mall, Vancouver, BC, Canada V6T 2B5.
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