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Decker ST, Matias AA, Cuadra AE, Bannon ST, Madden JP, Erol ME, Serviente C, Fenelon K, Layec G. Tissue-specific mitochondrial toxicity of cigarette smoke concentrate: consequence to oxidative phosphorylation. Am J Physiol Heart Circ Physiol 2023; 325:H1088-H1098. [PMID: 37712922 PMCID: PMC10907033 DOI: 10.1152/ajpheart.00199.2023] [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] [Received: 04/10/2023] [Revised: 09/11/2023] [Accepted: 09/12/2023] [Indexed: 09/16/2023]
Abstract
Cigarette smoke exposure is a well-known risk factor for developing numerous chronic health conditions, including pulmonary disease and cardiometabolic disorders. However, the cellular mechanisms mediating the toxicity of cigarette smoke in extrapulmonary tissues are still poorly understood. Therefore, the purpose of this study was to characterize the acute dose-dependent toxicity of cigarette smoke on mitochondrial metabolism by determining the susceptibility and sensitivity of mitochondrial respiration from murine skeletal (gastrocnemius and soleus) and cardiac muscles, as well as the aorta to cigarette smoke concentrate (CSC). In all tissues, exposure to CSC inhibited tissue-specific respiration capacity, measured by high-resolution respirometry, according to a biphasic pattern. With a break point of 451 ± 235 μg/mL, the aorta was the least susceptible to CSC-induced mitochondrial respiration inhibition compared with the gastrocnemius (151 ± 109 μg/mL; P = 0.008, d = 2.3), soleus (211 ± 107 μg/mL; P = 0.112; d = 1.7), and heart (94 ± 51 μg/mL; P < 0.001; d = 2.6) suggesting an intrinsic resistance of the vascular smooth muscle mitochondria to cigarette smoke toxicity. In contrast, the cardiac muscle was the most susceptible and sensitive to the effects of CSC, demonstrating the greatest decline in tissue-specific respiration with increasing CSC concentration (P < 0.001, except the soleus). However, when normalized to citrate synthase activity to account for differences in mitochondrial content, cardiac fibers' sensitivity to cigarette smoke inhibition was no longer significantly different from both fast-twitch gastrocnemius and slow-twitch soleus muscle fibers, thus suggesting similar mitochondrial phenotypes. Collectively, these findings established the acute dose-dependent toxicity of cigarette smoke on oxidative phosphorylation in permeabilized tissues involved in the development of smoke-related cardiometabolic diseases.NEW & NOTEWORTHY Despite numerous investigations into the mechanisms underlying cigarette smoke-induced mitochondrial dysfunction, no studies have investigated the tissue-specific mitochondrial toxicity to cigarette smoke. We demonstrate that, while aorta is least sensitive and susceptible to cigarette smoke-induced toxicity, the degree of cigarette smoke-induced toxicity in striated muscle depends on the tissue-specific mitochondrial content. We conclude that while the mitochondrial content influences cigarette smoke-induced toxicity in striated muscles, aorta is intrinsically protected against cigarette smoke-induced mitochondrial toxicity.
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Affiliation(s)
- Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Alexs A Matias
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Adolfo E Cuadra
- Department of Biology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Sean T Bannon
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Jack P Madden
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - M Enes Erol
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Corinna Serviente
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
- Institute for Applied Life Science, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Karine Fenelon
- Institute for Applied Life Science, University of Massachusetts Amherst, Amherst, Massachusetts, United States
- Department of Biology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
- Institute for Applied Life Science, University of Massachusetts Amherst, Amherst, Massachusetts, United States
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Decker ST, Alexandrou-Majaj N, Layec G. Effects of acute cigarette smoke concentrate exposure on mitochondrial energy transfer in fast- and slow-twitch skeletal muscle. Biochim Biophys Acta Bioenerg 2023; 1864:148973. [PMID: 36972770 DOI: 10.1016/j.bbabio.2023.148973] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/26/2023] [Accepted: 03/21/2023] [Indexed: 03/29/2023]
Abstract
The mechanisms underlying cigarette smoke-induced mitochondrial dysfunction in skeletal muscle are still poorly understood. Accordingly, this study aimed to examine the effects of cigarette smoke on mitochondrial energy transfer in permeabilized muscle fibers from skeletal muscles with differing metabolic characteristics. The electron transport chain (ETC) capacity, ADP transport, and respiratory control by ADP were assessed in fast- and slow-twitch muscle fibers from C57BL/6 mice (n = 11) acutely exposed to cigarette smoke concentrate (CSC) using high-resolution respirometry. CSC decreased complex I-driven respiration in the white gastrocnemius (CONTROL:45.4 ± 11.2 pmolO2.s-1.mg-1 and CSC:27.5 ± 12.0 pmolO2.s-1.mg-1; p = 0.01) and soleus (CONTROL:63.0 ± 23.8 pmolO2.s-1.mg-1 and CSC:44.6 ± 11.1 pmolO2.s-1.mg-1; p = 0.04). In contrast, the effect of CSC on Complex II-linked respiration increased its relative contribution to muscle respiratory capacity in the white gastrocnemius muscle. The maximal respiratory activity of the ETC was significantly inhibited by CSC in both muscles. Furthermore, the respiration rate dependent on the ADP/ATP transport across the mitochondrial membrane was significantly impaired by CSC in the white gastrocnemius (CONTROL:-70 ± 18 %; CSC:-28 ± 10 %; p < 0.001), but not the soleus (CONTROL:47 ± 16 %; CSC:31 ± 7 %; p = 0.08). CSC also significantly impaired mitochondrial thermodynamic coupling in both muscles. Our findings underscore that acute CSC exposure directly inhibits oxidative phosphorylation in permeabilized muscle fibers. This effect was mediated by significant perturbations of the electron transfer in the respiratory complexes, especially at complex I, in both fast and slow twitch muscles. In contrast, CSC-induced inhibition of the exchange of ADP/ATP across the mitochondrial membrane was fiber-type specific, with a large effect on fast-twitch muscles.
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Affiliation(s)
- Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | | | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, USA; Institute for Applied Life Science, University of Massachusetts Amherst, USA.
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Decker ST, Matias AA, Bannon ST, Madden JP, Alexandrou-Majaj N, Layec G. Effects of cigarette smoke on in situ mitochondrial substrate oxidation of slow- and fast-twitch skeletal muscles. Life Sci 2023; 315:121376. [PMID: 36646379 DOI: 10.1016/j.lfs.2023.121376] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/23/2022] [Accepted: 01/03/2023] [Indexed: 01/15/2023]
Abstract
Epidemiological and clinical evidence suggests that cigarette smoke exposure alters glucose and fatty acid metabolism, leading to greater susceptibility to metabolic disorders. However, the effects of cigarette smoke exposure on mitochondrial substrate oxidation in the skeletal muscle are still poorly understood. Accordingly, this study aimed to examine the acute effects of cigarette smoke on mitochondrial respiratory capacity, sensitivity, and concurrent utilization of palmitoylcarnitine (PC), a long-chain fatty acid, and pyruvate, a product of glycolysis, in permeabilized gastrocnemius and soleus muscle fibers exposed to an acute (1 h) dose (4 %) of cigarette smoke concentrate. Cigarette smoke decreased both mitochondrial respiratory capacity (CONTROL: 50.4 ± 11.8 pmolO2/s/mgwt and SMOKE: 22.3 ± 4.4 pmolO2/s/mgwt, p < 0.01) and sensitivity for pyruvate (CONTROL: 0.10 ± 0.04 mM and SMOKE: 0.11 ± 0.04 mM, p < 0.01) in the gastrocnemius muscle. In the soleus, only the sensitivity for pyruvate-stimulated mitochondrial respiration trended toward a decrease (CONTROL: 0.11 ± 0.04 mM and SMOKE: 0.23 ± 0.15 mM, p = 0.08). In contrast, cigarette smoke did not significantly alter palmitoylcarnitine-stimulated mitochondrial respiration in either muscle. In the control condition, pyruvate-supported respiration was inhibited by the concurrent addition of palmitoylcarnitine in the fast-twitch gastrocnemius muscle (-27.1 ± 19.7 %, p < 0.05), but not in the slow-twitch soleus (-9.2 ± 17.0 %). With cigarette smoke, the addition of palmitoylcarnitine augmented the maximal respiration rate stimulated by the concurrent addition of pyruvate in the gastrocnemius (+18.5 ± 39.3 %, p < 0.05). However, cigarette smoke still significantly impaired mitochondrial respiratory capacity with combined substrates compared to control (p < 0.05). Our findings underscore that cigarette smoke directly impairs mitochondrial respiration of carbohydrate-derived substrates and is a primary mechanism underlying cigarette smoke-induced muscle dysfunction, which leads to a vicious cycle involving excess glucose conversion into fatty acids and lipotoxicity.
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Affiliation(s)
- Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | - Alexs A Matias
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | - Sean T Bannon
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | - Jack P Madden
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | | | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, USA; Institute for Applied Life Science, University of Massachusetts Amherst, USA.
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Kwon OS, Decker ST, Zhao J, Hoidal JR, Heuckstadt T, Sanders KA, Richardson RS, Layec G. The receptor for advanced glycation end products (RAGE) is involved in mitochondrial function and cigarette smoke-induced oxidative stress. Free Radic Biol Med 2023; 195:261-269. [PMID: 36586455 DOI: 10.1016/j.freeradbiomed.2022.12.089] [Citation(s) in RCA: 3] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 12/14/2022] [Accepted: 12/24/2022] [Indexed: 12/30/2022]
Abstract
The mechanisms underlying muscle dysfunction with Chronic Obstructive Pulmonary Disease (COPD) are poorly understood. Indirect evidence has recently suggested a role of Advanced Glycation End Products (AGEs) and their receptor (RAGE) in the pathophysiology of COPD. Accordingly, this study aimed to examine the redox balance and mitochondrial alterations in the skeletal muscle of a mouse model deficient in the receptor for AGE (RAGE-KO) and wild-type C57BL/6 exposed to cigarette smoke for 8-months using immunoblotting, spectrophotometry, and high-resolution respirometry. Cigarette smoke exposure increased by two-fold 4-HNE levels (P < 0.001), a marker of oxidative stress, and markedly downregulated contractile proteins, mitochondrial respiratory complexes, and uncoupling proteins levels (P < 0.001). Functional alterations with cigarette smoke exposure included a greater reliance on complex-I supported respiration (P < 0.01) and lower relative respiratory capacity for fatty acid (P < 0.05). RAGE knockout resulted in 47% lower 4-HNE protein levels than the corresponding WT control mice exposed to cigarette smoke (P < 0.05), which was partly attributed to increased Complex III protein levels. Independent of cigarette smoke exposure, RAGE KO decreased mitochondrial specific maximal respiration (P < 0.05), resulting in a compensatory increase in mitochondrial content measured by citrate synthase activity (P < 0.001) such that muscle respiratory capacity remained unaltered. Together, these findings suggest that knockout of RAGE protected the skeletal muscle against oxidative damage induced by 8 months of cigarette smoke exposure. In addition, this study supports a role for RAGE in regulating mitochondrial content and function and can thus serve as a potential therapeutic target.
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Affiliation(s)
- Oh Sung Kwon
- Department of Kinesiology, University of Connecticut, Storrs, CT, USA; UConn Center on Aging and Department of Orthopaedic Surgery, University of Connecticut, School of Medicine, Farmington, CT, USA; Geriatric Research, Education, and Clinical Center, George E. Whalen VA Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, UT, USA
| | - Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, USA
| | - Jia Zhao
- Geriatric Research, Education, and Clinical Center, George E. Whalen VA Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, UT, USA
| | - John R Hoidal
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, UT, USA; Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, UT, USA
| | - Thomas Heuckstadt
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, UT, USA; Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, UT, USA
| | - Karl A Sanders
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, UT, USA; Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, UT, USA
| | - Russell S Richardson
- Geriatric Research, Education, and Clinical Center, George E. Whalen VA Medical Center, Salt Lake City, UT, USA; Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, UT, USA; Department of Nutrition and Integrative Physiology, University of Utah, Salt Lake City, UT, USA
| | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, USA; Institute of Applied Life Science, University of Massachusetts Amherst, USA.
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Serviente C, Decker ST, Layec G. From heart to muscle: Pathophysiological mechanisms underlying long-term physical sequelae from SARS-CoV-2 infection. J Appl Physiol (1985) 2022; 132:581-592. [PMID: 35019775 PMCID: PMC8873035 DOI: 10.1152/japplphysiol.00734.2021] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The long-term sequelae of the coronavirus disease 2019 (COVID-19) are multifaceted and, besides the lungs, impact other organs and tissues, even in cases of mild infection. Along with commonly reported symptoms such as fatigue and dyspnea, a significant proportion of those with prior COVID-19 infection also exhibit signs of cardiac damage, muscle weakness, and ultimately, poor exercise tolerance. This review provides an overview of evidence indicating cardiac impairments and persistent endothelial dysfunction in the peripheral vasculature of those previously infected with COVID-19, irrespective of the severity of the acute phase of illness. In addition, V̇o2peak appears to be lower in convalescent patients, which may stem, in part, from alterations in O2 transport such as impaired diffusional O2 conductance. Together, the persistent multi-organ dysfunction induced by COVID-19 may set previously healthy individuals on a trajectory towards frailty and disease. Given the large proportion of individuals recovering from COVID-19, it is critically important to better understand the physical sequelae of COVID-19, the underlying biological mechanisms contributing to these outcomes, and the long-term effects on future disease risk. This review highlights relevant literature on the pathophysiology post-COVID-19 infection, gaps in the literature, and emphasizes the need for the development of evidence-based rehabilitation guidelines.
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Affiliation(s)
- Corinna Serviente
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States.,Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States
| | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts, United States.,Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, United States
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Decker ST, Kwon OS, Zhao J, Hoidal JR, Heuckstadt T, Richardson RS, Sanders KA, Layec G. Skeletal muscle mitochondrial adaptations induced by long-term cigarette smoke exposure. Am J Physiol Endocrinol Metab 2021; 321:E80-E89. [PMID: 34121449 PMCID: PMC8321829 DOI: 10.1152/ajpendo.00544.2020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 11/02/2020] [Revised: 03/17/2021] [Accepted: 03/18/2021] [Indexed: 12/18/2022]
Abstract
Because patients with chronic obstructive pulmonary disease (COPD) are often physically inactive, it is still unclear whether the lower respiratory capacity in the locomotor muscles of these patients is due to cigarette smoking per se or is secondary to physical deconditioning. Accordingly, the purpose of this study was to examine mitochondrial alterations in the quadriceps muscle of 10 mice exposed to 8 mo of cigarette smoke, a sedentary mouse model of emphysema, and 9 control mice, using immunoblotting, spectrophotometry, and high-resolution respirometry in permeabilized muscle fibers. Mice exposed to smoke displayed a twofold increase in the oxidative stress marker, 4-HNE, (P < 0.05) compared with control mice. This was accompanied by significant decrease in protein expression of UCP3 (65%), ANT (58%), and mitochondrial complexes II-V (∼60%-75%). In contrast, maximal ADP-stimulated respiration with complex I and II substrates (CON: 23.6 ± 6.6 and SMO: 19.2 ± 8.2 ρM·mg-1·s-1) or octanoylcarnitine (CON: 21.8 ± 9.0 and SMO: 16.5 ± 6.6 ρM·mg-1·s-1) measured in permeabilized muscle fibers, as well as citrate synthase activity, were not significantly different between groups. Collectively, our findings revealed that sedentary mice exposed to cigarette smoke for 8 mo, which is typically associated with pulmonary inflammation and emphysema, exhibited a preserved mitochondrial respiratory capacity for various substrates, including fatty acid, in the skeletal muscle. However, the mitochondrial adaptations induced by cigarette smoke favored the development of chronic oxidative stress, which can indirectly contribute to augment the susceptibility to muscle fatigue and exercise intolerance.NEW & NOTEWORTHY It is unclear whether the exercise intolerance and skeletal muscle mitochondrial dysfunction observed in patients with COPD is due to cigarette smoke exposure, per se, or if they are secondary consequences to inactivity. Herein, while long-term exposure to cigarette smoke induces oxidative stress and an altered skeletal muscle phenotype, cigarette smoke does not directly contribute to mitochondrial dysfunction. With this evidence, we demonstrate the critical role of physical inactivity in cigarette smoke-related skeletal muscle dysfunction.
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Affiliation(s)
- Stephen T Decker
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts
| | - Oh-Sung Kwon
- Department of Kinesiology, University of Connecticut, Storrs, Connecticut
- UConn Center on Aging and Department of Orthopaedic Surgery, University of Connecticut, School of Medicine, Farmington, Connecticut
- Geriatric Research, Education, and Clinical Center, George E. Wahlen VA Medical Center, Salt Lake City, Utah
- Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, Utah
| | - Jia Zhao
- Geriatric Research, Education, and Clinical Center, George E. Wahlen VA Medical Center, Salt Lake City, Utah
- Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, Utah
| | - John R Hoidal
- Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, Utah
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, Utah
- Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah
| | - Thomas Heuckstadt
- Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, Utah
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, Utah
- Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah
| | - Russell S Richardson
- Geriatric Research, Education, and Clinical Center, George E. Wahlen VA Medical Center, Salt Lake City, Utah
- Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, Utah
- Department of Nutrition and Integrative Physiology, University of Utah, Salt Lake City, Utah
| | - Karl A Sanders
- Department of Internal Medicine, Pulmonary Division, University of Utah, Salt Lake City, Utah
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, Utah
- Division of Respiratory, Critical Care, and Occupational Pulmonary Medicine, University of Utah, Salt Lake City, Utah
| | - Gwenael Layec
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, Massachusetts
- Institute of Applied Life Science, University of Massachusetts Amherst, Amherst, Massachusetts
- Geriatric Research, Education, and Clinical Center, George E. Wahlen VA Medical Center, Salt Lake City, Utah
- Department of Internal Medicine, Division of Geriatrics, University of Utah, Salt Lake City, Utah
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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