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Sheikh-Bahaei N, Chen M, Pappas I. Magnetic Resonance Spectroscopy (MRS) in Alzheimer's Disease. Methods Mol Biol 2024; 2785:115-142. [PMID: 38427192 DOI: 10.1007/978-1-0716-3774-6_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
MRS is a noninvasive technique to measure different metabolites in the brain. Changes in the levels of certain metabolites can be used as surrogate markers for Alzheimer's disease. They can potentially be used for diagnosis, prediction of prognosis, or even assessing response to treatment.There are different techniques for MRS acquisitions including STimulated Echo Acquisition Mode (STEAM) and Point Resolved Spectroscopy (PRESS). In terms of localization, single or multi-voxel methods can be used. Based on current data: 1. NAA, marker of neuronal integrity and viability, reduces in AD with longitudinal changes over the time as the disease progresses. There are data claiming that reduction of NAA is associated with tau accumulation, early neurodegenerative processes, and cognitive decline. Therefore, it can be used as a stage biomarker for AD to assess the severity of the disease. With advancement of disease modifying therapies, there is a potential role for NAA in the future to be used as a marker of response to treatment. 2. mI, marker of glial cell proliferation and activation, is associated with AB pathology and has early changes in the course of the disease. The NAA/mI ratio can be predictive of AD development with high specificity and can be utilized in the clinical setting to stratify cases for further evaluation with PET for potential treatments. 3. The changes in the level of other metabolites such as Chol, Glu, Gln, and GABA are controversial because of the lack of standardization of MRS techniques, current technical limitations, and possible region specific changes. 4. Ultrahigh field MRS and more advanced techniques can overcome many of these limitations and enable us to measure more metabolites with higher accuracy. 5. Standardization of MRS techniques, validation of metabolites' changes against PET using PET-guided technique, and longitudinal follow-ups to investigate the temporal changes of the metabolites in relation to other biomarkers and cognition will be crucial to confirm the utility of MRS as a potential noninvasive biomarker for AD.
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Affiliation(s)
- Nasim Sheikh-Bahaei
- Department of Radiology, Keck School of Medicine of USC, Los Angeles, CA, USA.
| | - Michelle Chen
- Keck School of Medicine of USC, USC, Los Angeles, CA, USA
| | - Ioannis Pappas
- USC Mark and Mary Stevens Neuroimaging and Informatics Institute, USC, Los Angeles, CA, USA
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Collet S, Bhaduri S, Kiyar M, Van Den Eynde T, Guillamon A, T'Sjoen G, Mueller SC. Testosterone administration affects 1H-MRS metabolite spectra in transgender men. Psychoneuroendocrinology 2023; 156:106337. [PMID: 37536143 DOI: 10.1016/j.psyneuen.2023.106337] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/18/2023] [Accepted: 07/18/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Recently, a variety of studies using different neuroimaging techniques attempted to identify the existence of a brain endophenotype in people with gender dysphoria (GD). However, despite mounting neuroimaging work, brain gender differences and effects of gender-affirming hormone therapy (GAHT) at the metabolite level remain understudied. METHODS Thirty-one transgender men (TM) before and after testosterone administration (7.7 months ± 3.5 months), relative to 30 cisgender men (CM) and 35 cisgender women (CW) underwent magnetic resonance spectroscopy (1H-MRS) at two time points. Two brain regions were assessed, i.e. the lateral parietal cortex and the amygdala/anterior hippocampus. Associated metabolites that were measured include N-acetyl aspartate (NAA), creatine (Cr), choline (Cho), glutamate and glutamine (Glx), myo-inositol (mI), glycine (Gly) and their respective ratios. RESULTS A critical time by group interaction revealed an effect of GAHT in the lateral parietal cortex of TM. MI+Gly/Cr ratios decreased upon initiation of GAHT. In addition, NAA/Cr and Cho/Cr ratios were lower in CW when compared to CM in the lateral parietal cortex. Glx levels and Glx/Cr ratios in TM differed from those in CW in the amygdala/anterior hippocampus. Interestingly, pubertal age of onset of gender dysphoria (i.e. GD) in TM differentially affected testosterone-mediated effects on Cr concentration and NAA/Cr ratios when compared to childhood and adult GD onset in the amygdala/anterior hippocampus. CONCLUSION This 1H-MRS study demonstrated that testosterone administration shifts mI+Gly/Cr ratios in the parietal cortex. In the amygdala/anterior hippocampus, modulation of metabolite concentrations by age of onset of GD is suggestive for a possible developmental trend.
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Affiliation(s)
- Sarah Collet
- Department of Endocrinology, Ghent University Hospital, Ghent, Belgium.
| | - Sourav Bhaduri
- Symbiosis Centre for Medical Image Analysis, Symbiosis International (Deemed University), Pune, India
| | - Meltem Kiyar
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
| | | | - Antonio Guillamon
- Departamento de Psicobiología, Facultad de Psicología, Universidad Nacional de Educación a Distancia, Madrid, Spain
| | - Guy T'Sjoen
- Department of Endocrinology, Center for Sexology and Gender, Ghent University Hospital, Ghent, Belgium
| | - Sven C Mueller
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
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Puranik N, Yadav D, Song M. Insight into Early Diagnosis of Multiple Sclerosis by Targeting Prognostic Biomarkers. Curr Pharm Des 2023; 29:2534-2544. [PMID: 37921136 DOI: 10.2174/0113816128247471231018053737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 08/04/2023] [Accepted: 09/06/2023] [Indexed: 11/04/2023]
Abstract
Multiple sclerosis (MS) is a central nervous system (CNS) immune-mediated disease that mainly strikes young adults and leaves them disabled. MS is an autoimmune illness that causes the immune system to attack the brain and spinal cord. The myelin sheaths, which insulate the nerve fibers, are harmed by our own immune cells, and this interferes with brain signal transmission. Numbness, tingling, mood swings, memory problems, exhaustion, agony, vision problems, and/or paralysis are just a few of the symptoms. Despite technological advancements and significant research efforts in recent years, diagnosing MS can still be difficult. Each patient's MS is distinct due to a heterogeneous and complex pathophysiology with diverse types of disease courses. There is a pressing need to identify markers that will allow for more rapid and accurate diagnosis and prognosis assessments to choose the best course of treatment for each MS patient. The cerebrospinal fluid (CSF) is an excellent source of particular indicators associated with MS pathology. CSF contains molecules that represent pathological processes such as inflammation, cellular damage, and loss of blood-brain barrier integrity. Oligoclonal bands, neurofilaments, MS-specific miRNA, lncRNA, IgG-index, and anti-aquaporin 4 antibodies are all clinically utilised indicators for CSF in MS diagnosis. In recent years, a slew of new possible biomarkers have been presented. In this review, we look at what we know about CSF molecular markers and how they can aid in the diagnosis and differentiation of different MS forms and treatment options, and monitoring and predicting disease progression, therapy response, and consequences during such opportunistic infections.
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Affiliation(s)
- Nidhi Puranik
- Biological Sciences Department, Bharathiar University, Coimbatore, Tamil Nadu, 641046, India
| | - Dhananjay Yadav
- Department of Life Science, Yeungnam University, Gyeongsan 38541, Korea
| | - Minseok Song
- Department of Life Science, Yeungnam University, Gyeongsan 38541, Korea
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Neuroimaging of Mouse Models of Alzheimer’s Disease. Biomedicines 2022; 10:biomedicines10020305. [PMID: 35203515 PMCID: PMC8869427 DOI: 10.3390/biomedicines10020305] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/25/2022] [Accepted: 01/25/2022] [Indexed: 12/23/2022] Open
Abstract
Magnetic resonance imaging (MRI) and positron emission tomography (PET) have made great strides in the diagnosis and our understanding of Alzheimer’s Disease (AD). Despite the knowledge gained from human studies, mouse models have and continue to play an important role in deciphering the cellular and molecular evolution of AD. MRI and PET are now being increasingly used to investigate neuroimaging features in mouse models and provide the basis for rapid translation to the clinical setting. Here, we provide an overview of the human MRI and PET imaging landscape as a prelude to an in-depth review of preclinical imaging in mice. A broad range of mouse models recapitulate certain aspects of the human AD, but no single model simulates the human disease spectrum. We focused on the two of the most popular mouse models, the 3xTg-AD and the 5xFAD models, and we summarized all known published MRI and PET imaging data, including contrasting findings. The goal of this review is to provide the reader with broad framework to guide future studies in existing and future mouse models of AD. We also highlight aspects of MRI and PET imaging that could be improved to increase rigor and reproducibility in future imaging studies.
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Hone-Blanchet A, Bohsali A, Krishnamurthy LC, Shahid SS, Lin Q, Zhao L, Bisht AS, John SE, Loring D, Goldstein F, Levey A, Lah J, Qiu D, Crosson B. Frontal Metabolites and Alzheimer's Disease Biomarkers in Healthy Older Women and Women Diagnosed with Mild Cognitive Impairment. J Alzheimers Dis 2022; 87:1131-1141. [PMID: 35431238 PMCID: PMC9795460 DOI: 10.3233/jad-215431] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Women account for two thirds of the prevalence and incidence of Alzheimer's disease (AD) and mild cognitive impairment (MCI). Evidence suggest that sex may differently influence the expression of proteins amyloid-beta (Aβ1-42) and tau, for which early detection is crucial in prevention of the disease. OBJECTIVE We investigated the effect of aging and cerebrospinal fluid (CSF) levels of Aβ1-42 and tau on frontal metabolites measured with proton magnetic resonance spectroscopy (MRS) in a cohort of cognitively normal older women and women with MCI. METHODS 3T single-voxel MRS was performed on the medial frontal cortex, using Point Resolved Spectroscopy (PRESS) and Mescher-Garwood Point Resolved Spectroscopy (MEGA-PRESS) in 120 women (age range 50-85). CSF samples of Aβ1-42 and tau and scores of general cognition were also obtained. RESULTS Levels of frontal gamma aminobutyric acid (GABA+) were predicted by age, independently of disease and CSF biomarkers. Importantly, levels of GABA+ were reduced in MCI patients. Additionally, we found that levels of N-acetylaspartate relative to myo-inositol (tNAA/mI) predicted cognition in MCI patients only and were not related to CSF biomarkers. CONCLUSION This study is the first to demonstrate a strong association between frontal GABA+ levels and neurological aging in a sample consisting exclusively of healthy older women with various levels of CSF tau and Aβ1-42 and women with MCI. Importantly, our results show no correlation between CSF biomarkers and MRS metabolites in this sample.
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Affiliation(s)
- Antoine Hone-Blanchet
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA,Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Anastasia Bohsali
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Lisa C. Krishnamurthy
- Department of Physics & Astronomy, Georgia State University, Atlanta, GA, USA,Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur, GA, USA
| | - Salman S. Shahid
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA,Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Qixiang Lin
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Liping Zhao
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Aditya S. Bisht
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Samantha E. John
- Department of Brain Health, Population Health & Health Equity Initiative, University of Nevada, Las Vegas, NV, USA
| | - David Loring
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Felicia Goldstein
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Allan Levey
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - James Lah
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Deqiang Qiu
- Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, GA, USA,Joint Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA,Correspondence to: Deqiang Qiu, Department of Radiology and Imaging Sciences, School of Medicine, Emory University, 100 Woodruff Circle, Atlanta, GA, 30322, USA. Tel.: +1 404 712 0356;
| | - Bruce Crosson
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA,Center for Visual and Neurocognitive Rehabilitation, Atlanta VAMC, Decatur, GA, USA,Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, GA, USA
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Glutamine + glutamate level predicts the magnitude of microstructural organization in the gray matter in the healthy elderly. Int Psychogeriatr 2021; 33:21-29. [PMID: 31578159 PMCID: PMC8482373 DOI: 10.1017/s1041610219001418] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Diffusion tensor imaging (DTI), which is a technique for measuring the degree and direction of movement of water molecules in tissue, has been widely used to noninvasively assess white matter (WM) or gray matter (GM) microstructures in vivo. Mean diffusivity (MD), which is the average diffusion across all directions, has been considered as a marker of WM tract degeneration or extracellular space enlargement in GM. Recent lines of evidence suggest that cortical MD can better identify early-stage Alzheimer's disease than structural morphometric parameters in magnetic resonance imaging. However, knowledge of the relationships between cortical MD and other biological factors in the same cortical region, e.g. metabolites, is still limited. METHODS Thirty-three healthy elderly individuals [aged 50-77 years (mean, 63.8±7.4 years); 11 males and 22 females] were enrolled. We estimated the associations between cortical MD and neurotransmitter levels. Specifically, we measured levels of γ-aminobutyric acid (GABA) and glutamate + glutamine (Glx), which are inhibitory and excitatory neurotransmitters, respectively, in medial prefrontal cortex (mPFC) and posterior cingulate cortex (PCC) using MEGA-PRESS magnetic resonance spectroscopy, and we measured regional cortical MD using DTI. RESULTS Cortical MD was significantly negatively associated with Glx levels in both mPFC and PCC. No significant association was observed between cortical MD and GABA levels in either GM region. CONCLUSION Our findings suggest that degeneration of microstructural organization in GM, as determined on the basis of cortical MD measured by DTI, is accompanied by the decline of Glx metabolism within the same GM region.
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Mechanisms of Electroacupuncture on Alzheimer’s Disease: A Review of Animal Studies. Chin J Integr Med 2020; 26:473-480. [DOI: 10.1007/s11655-020-3092-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2019] [Indexed: 12/22/2022]
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Lin R, Li L, Zhang Y, Huang S, Chen S, Shi J, Zhuo P, Jin H, Li Z, Liu W, Wang Z, Chen L, Tao J. Electroacupuncture ameliorate learning and memory by improving N-acetylaspartate and glutamate metabolism in APP/PS1 mice. Biol Res 2018; 51:21. [PMID: 29980225 PMCID: PMC6034239 DOI: 10.1186/s40659-018-0166-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Accepted: 05/24/2018] [Indexed: 01/13/2023] Open
Abstract
Objective To explore the precise mechanism of electroacupuncture (EA) to delay cognitive impairment in Alzheimer disease. Methods N-Acetylaspartate (NAA), glutamate (Glu) and myoinositol (mI) metabolism were measured by magnetic resonance spectroscopy, learning and memory of APP/PS1 mouse was evaluated by the Morris water maze test and the step-down avoidance test, neuron survival number and neuronal structure in the hippocampus were observed by Nissl staining, and BDNF and phosphorylated TrkB detected by Western blot. Results EA at DU20 acupuncture significantly improve learning and memory in behavioral tests, up-regulate NAA, Glu and mI metabolism, increase the surviving neurons in hippocampus, and promote the expression of BDNF and TrkB in the APP/PS1 transgenic mice. Conclusion These findings suggested that EA is a potential therapeutic for ameliorate cognitive dysfunction, and it might be due to EA could improve NAA and Glu metabolism by upregulation of BDNF in APP/PS1 mice.
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Affiliation(s)
- Ruhui Lin
- Fujian Collaborative Innovation Center for Rehabilitation Technology, Fuzhou, 350122, People's Republic of China
| | - Long Li
- Fujian Collaborative Innovation Center for Rehabilitation Technology, Fuzhou, 350122, People's Republic of China
| | - Yingzheng Zhang
- Fujian Collaborative Innovation Center for Rehabilitation Technology, Fuzhou, 350122, People's Republic of China
| | - Sheng Huang
- TCM Rehabilitation Research Center of SATCM, Fuzhou, 350122, People's Republic of China
| | - Shangjie Chen
- Baoan People's Hospital Affiliated to Southern Medical University, Shenzhen, 518000, People's Republic of China
| | - Jiao Shi
- Baoan People's Hospital Affiliated to Southern Medical University, Shenzhen, 518000, People's Republic of China
| | - Peiyuan Zhuo
- Fujian Collaborative Innovation Center for Rehabilitation Technology, Fuzhou, 350122, People's Republic of China
| | - Hao Jin
- TCM Rehabilitation Research Center of SATCM, Fuzhou, 350122, People's Republic of China
| | - Zuanfang Li
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fuzhou, 350122, People's Republic of China
| | - Weilin Liu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, Fujian, People's Republic of China
| | - Zhifu Wang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fuzhou, 350122, People's Republic of China
| | - Lidian Chen
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fuzhou, 350122, People's Republic of China
| | - Jing Tao
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, Fujian, People's Republic of China.
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Zeydan B, Deelchand DK, Tosakulwong N, Lesnick TG, Kantarci OH, Machulda MM, Knopman DS, Lowe VJ, Jack CR, Petersen RC, Öz G, Kantarci K. Decreased Glutamate Levels in Patients with Amnestic Mild Cognitive Impairment: An sLASER Proton MR Spectroscopy and PiB-PET Study. J Neuroimaging 2017; 27:630-636. [PMID: 28661060 DOI: 10.1111/jon.12454] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 05/17/2017] [Accepted: 05/18/2017] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND AND PURPOSE Glutamate levels may be informative about the declining neuronal health in the central nervous system. We used an advanced proton MR spectroscopy (1 H-MRS) protocol composed of semi-localization by adiabatic selective refocusing (sLASER) localization and FAST(EST)MAP shimming for detection of alterations in brain glutamate concentrations in patients with amnestic mild cognitive impairment. METHODS Participants with amnestic mild cognitive impairment (n = 14; median age = 80) and age- and sex-matched clinically normal controls (n = 32; median age = 79) from the population-based Mayo Clinic Study of Aging were recruited prospectively to the 3T single-voxel 1 H-MRS study that examined metabolite changes in the posterior cingulate gyri. To be included, controls had to have low β-amyloid load on [11 C] Pittsburgh Compound B (PiB)-PET (standard uptake value ratio; SUVr < 1.42) and patients with amnestic mild cognitive impairment had to have high β-amyloid load (SUVr ≥ 1.42). RESULTS Glutamate concentration and the glutamate/myo-inositol ratio were lower in patients with amnestic mild cognitive impairment than clinically normal controls (P < .05). Higher global cortical PiB-PET SUVr correlated with lower glutamate/myo-inositol (r = -.3, P = .04). CONCLUSIONS The advanced sLASER with FAST(EST)MAP shimming is a promising protocol for identifying glutamate alterations. Advanced 1 H-MRS protocols may add to the understanding of early Alzheimer's disease pathophysiology through detection of glutamate concentration in posterior cingulate gyri of individuals with amnestic mild cognitive impairment.
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Affiliation(s)
- Burcu Zeydan
- Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN.,Department of Neurology, Mayo Clinic College of Medicine, Rochester, MN
| | - Dinesh K Deelchand
- Department of Radiology, University of Minnesota, Center for Magnetic Resonance Research, Minneapolis, MN
| | - Nirubol Tosakulwong
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN
| | - Timothy G Lesnick
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, MN
| | - Orhun H Kantarci
- Department of Neurology, Mayo Clinic College of Medicine, Rochester, MN
| | - Mary M Machulda
- Department of Psychiatry and Psychology, Mayo Clinic College of Medicine, Rochester, MN
| | - David S Knopman
- Department of Neurology, Mayo Clinic College of Medicine, Rochester, MN
| | - Val J Lowe
- Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN
| | - Ronald C Petersen
- Department of Neurology, Mayo Clinic College of Medicine, Rochester, MN
| | - Gülin Öz
- Department of Radiology, University of Minnesota, Center for Magnetic Resonance Research, Minneapolis, MN
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic College of Medicine, Rochester, MN
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Chen SQ, Cai Q, Shen YY, Xu CX, Zhou H, Zhao Z. Hydrogen Proton Magnetic Resonance Spectroscopy in Multidomain Amnestic Mild Cognitive Impairment and Vascular Cognitive Impairment Without Dementia. Am J Alzheimers Dis Other Demen 2016; 31:422-9. [PMID: 26980718 PMCID: PMC10852783 DOI: 10.1177/1533317515628052] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
To investigate the value of hydrogen proton magnet resonance spectroscopy ((1)H-MRS) in the differential diagnosis of multiple-domain amnestic mild cognitive impairment (M-aMCI) and vascular cognitive impairment with no dementia (VCIND); (1)H-MRS was performed in patients with M-aMCI and VCIND. The level was determined for N-acetylaspartate (NAA), glutamate (Glu), inositol (mI), choline (Cho), and creatine (Cr). Compared with the normal control group, the NAA-Cr ratio in all regions studied was significantly lower in the M-aMCI and VCIND groups. The Glu-Cr ratio in the posterior cingulate gyrus of the M-aMCI group was significantly lower than in the VCIND. The mI-Cr ratio in the frontal white matter of the VCIND was significantly higher than in the M-aMCI group. In the white matter adjacent to the lateral ventricles, the Cho-Cr ratio was significantly higher in the VCIND than the M-aMCI. Our results suggested (1)H-MRS is an effective method in the differential diagnosis of M-aMCI and VCIND.
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Affiliation(s)
- Shuang-Qing Chen
- Department of Radiology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
| | - Qing Cai
- Department of Radiology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
| | - Yu-Ying Shen
- Department of Radiology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
| | - Chuan-Xiao Xu
- Department of Radiology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
| | - Hua Zhou
- Department of Neurology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
| | - Zhong Zhao
- Department of Neurology, The Affiliated Suzhou Hospital, Nanjing Medical University, Suzhou, China
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Plasma Amyloid Beta 1-42 and DNA Methylation Pattern Predict Accelerated Aging in Young Subjects with Down Syndrome. Neuromolecular Med 2016; 18:593-601. [DOI: 10.1007/s12017-016-8413-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 05/14/2016] [Indexed: 01/17/2023]
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13
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Coutinho AM, Porto FH, Zampieri PF, Otaduy MC, Perroco TR, Oliveira MO, Nunes RF, Pinheiro TL, Bottino CM, Leite CC, Buchpiguel CA. Analysis of the posterior cingulate cortex with [18F]FDG-PET and Naa/mI in mild cognitive impairment and Alzheimer's disease: Correlations and differences between the two methods. Dement Neuropsychol 2015; 9:385-393. [PMID: 29213988 PMCID: PMC5619321 DOI: 10.1590/1980-57642015dn94000385] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 11/03/2015] [Indexed: 11/22/2022] Open
Abstract
Reduction of regional brain glucose metabolism (rBGM) measured by [18F]FDG-PET in the posterior cingulate cortex (PCC) has been associated with a higher conversion rate from mild cognitive impairment (MCI) to Alzheimer's disease (AD). Magnetic Resonance Spectroscopy (MRS) is a potential biomarker that has disclosed Naa/mI reductions within the PCC in both MCI and AD. Studies investigating the relationships between the two modalities are scarce. OBJECTIVE To evaluate differences and possible correlations between the findings of rBGM and NAA/mI in the PCC of individuals with AD, MCI and of cognitively normal volunteers. METHODS Patients diagnosed with AD (N=32) or MCI (N=27) and cognitively normal older adults (CG, N=28), were submitted to [18F]FDG-PET and MRS to analyze the PCC. The two methods were compared and possible correlations between the modalities were investigated. RESULTS The AD group exhibited rBGM reduction in the PCC when compared to the CG but not in the MCI group. MRS revealed lower NAA/mI values in the AD group compared to the CG but not in the MCI group. A positive correlation between rBGM and NAA/mI in the PCC was found. NAA/mI reduction in the PCC differentiated AD patients from control subjects with an area under the ROC curve of 0.70, while [18F]FDG-PET yielded a value of 0.93. CONCLUSION rBGM and Naa/mI in the PCC were positively correlated in patients with MCI and AD. [18F]FDG-PET had greater accuracy than MRS for discriminating AD patients from controls.
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Affiliation(s)
- Artur M.N. Coutinho
- Centro de Medicina Nuclear, Instituto e Departamento de
Radiologia, HC/FMUSP, LIM 43
| | - Fábio H.G. Porto
- Centro de Referência em Distúrbios
Cognitivos (CEREDIC) do HC/FMUSP
| | - Poliana F. Zampieri
- Centro de Medicina Nuclear, Instituto e Departamento de
Radiologia, HC/FMUSP, LIM 43
| | - Maria C. Otaduy
- Serviço de Ressonância Magnética,
Instituto e Departamento de Radiologia, HC/FMUSP, LIM 44
| | - Tíbor R. Perroco
- Centro de Referência em Distúrbios
Cognitivos (CEREDIC) do HC/FMUSP
| | | | - Rafael F. Nunes
- Centro de Medicina Nuclear, Instituto e Departamento de
Radiologia, HC/FMUSP, LIM 43
| | | | | | - Claudia C. Leite
- Serviço de Ressonância Magnética,
Instituto e Departamento de Radiologia, HC/FMUSP, LIM 44
| | - Carlos A. Buchpiguel
- Centro de Medicina Nuclear, Instituto e Departamento de
Radiologia, HC/FMUSP, LIM 43
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Magnetic resonance spectroscopy in the diagnosis of dementia with Lewy bodies. BIOMED RESEARCH INTERNATIONAL 2014; 2014:809503. [PMID: 25110697 PMCID: PMC4109391 DOI: 10.1155/2014/809503] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/25/2014] [Revised: 05/21/2014] [Accepted: 06/20/2014] [Indexed: 01/03/2023]
Abstract
Dementia with Lewy bodies (DLB) is considered to be the second most frequent primary degenerative dementing illness after Alzheimer's disease (AD). DLB, together with Parkinson's disease (PD), Parkinson's disease with dementia (PDD) belong to α-synucleinopathies—a group of neurodegenerative diseases associated with pathological accumulation of the α-synuclein protein. Dementia due to PD and DLB shares clinical symptoms and neuropsychological profiles. Moreover, the core features and additional clinical signs and symptoms for these two very similar diseases are largely the same. Neuroimaging seems to be a promising method in differential diagnosis of dementia studies. The development of imaging methods or other objective measures to supplement clinical criteria for DLB is needed and a method which would accurately facilitate diagnosis of DLB prior to death is still being searched. Proton magnetic resonance spectroscopy (1H-MRS) provides a noninvasive method of assessing an in vivo biochemistry of brain tissue. This review summarizes the main results obtained from the application of neuroimaging techniques in DLB cases focusing on 1H-MRS.
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Zhang N, Song X, Bartha R, Beyea S, D’Arcy R, Zhang Y, Rockwood K. Advances in high-field magnetic resonance spectroscopy in Alzheimer's disease. Curr Alzheimer Res 2014; 11:367-88. [PMID: 24597505 PMCID: PMC4108086 DOI: 10.2174/1567205011666140302200312] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 02/21/2014] [Accepted: 02/25/2014] [Indexed: 12/20/2022]
Abstract
Alzheimer's disease (AD) affects several important molecules in brain metabolism. The resulting neurochemical changes can be quantified non-invasively in localized brain regions using in vivo single-voxel proton magnetic resonance spectroscopy (SV 1H MRS). Although the often heralded diagnostic potential of MRS in AD largely remains unfulfilled, more recent use of high magnetic fields has led to significantly improved signal-to-noise ratios and spectral resolutions, thereby allowing clinical applications with increased measurement reliability. The present article provides a comprehensive review of SV 1H MRS studies on AD at high magnetic fields (3.0 Tesla and above). This review suggests that patterned regional differences and longitudinal alterations in several neurometabolites are associated with clinically established AD. Changes in multiple metabolites are identifiable even at early stages of AD development. By combining information of neurochemicals in different brain regions revealing either pathological or compensatory changes, high field MRS can be evaluated in AD diagnosis and in the detection of treatment effects. To achieve this, standardization of data acquisition and analytical approaches is needed.
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Affiliation(s)
- Ningnannan Zhang
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Department
of Radiology, General Hospital of Tianjin Medical University, Tianjin, China
| | - Xiaowei Song
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Division of Geriatric Medicine,
Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Neuroimaging Research Laboratory,
Biomedical Translational Imaging Centre, Halifax, Nova Scotia, Canada
| | - Robert Bartha
- Centre for Functional and Metabolic
Mapping, Robarts Research Institute, University of Western Ontario, London, Ontario, Canada
- Department of
Medical Biophysics, University of Western Ontario, London, Ontario, Canada
| | - Steven Beyea
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Neuroimaging Research Laboratory,
Biomedical Translational Imaging Centre, Halifax, Nova Scotia, Canada
- Department of Physics, Dalhousie
University, Halifax, Nova Scotia, Canada
| | - Ryan D’Arcy
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Department of Applied Science, Simon Fraser University, Surrey, British
Columbia, Canada
- Surrey Memorial Hospital, Fraser Health Foundation Innovation, Surrey, British Columbia,
Canada
| | - Yunting Zhang
- Department
of Radiology, General Hospital of Tianjin Medical University, Tianjin, China
| | - Kenneth Rockwood
- Division of Geriatric Medicine,
Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Centre for Health Care of the Elderly, Queen Elizabeth II Health Sciences Centre, Halifax, Canada
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Lin AQ, Shou JX, Li XY, Ma L, Zhu XH. Metabolic changes in acute cerebral infarction: Findings from proton magnetic resonance spectroscopic imaging. Exp Ther Med 2013; 7:451-455. [PMID: 24396424 PMCID: PMC3881070 DOI: 10.3892/etm.2013.1418] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Accepted: 09/09/2013] [Indexed: 11/25/2022] Open
Abstract
The purpose of this study was to investigate the clinical role of proton magnetic resonance spectroscopy (1H-MRS) in the diagnosis of acute cerebral infarction. Using databases available at the Fifth Affiliated Hospital of Zhengzhou University (Zhengzhou, China), the medical records of 47 patients with acute cerebral infarction treated between April 2010 and March 2012 were retrospectively reviewed. The patients underwent routine magnetic resonance imaging (MRI), diffusion-weighted imaging (DWI) and multiple-voxel 1H-MRS examination within 12 h after the onset of stroke. The patients then received normal medical treatment for 2 weeks and underwent follow-up 1H-MRS examination at 1–2 months after stroke. The concentrations of the main metabolites [N-acetylaspartic acid (NAA), creatine (Cr), choline (Cho) and lactate (Lac)] in the infarct center, the infarction border region and the contralateral brain areas (control) were analyzed. The 47 patients experienced changes in NAA, Cho and Lac levels at different stages after stroke. In the infarction center, the NAA/Cr and NAA/Cho ratios decreased, while the Lac/Cr ratio increased within 12 h compared with those in the contralateral side. Within 6–12 h after stroke, the Lac/Cr ratio increased and the NAA/Cho ratio decreased compared with those <6 h after stroke. During the 1–2 months post-stroke, significant reductions in the NAA/Cr, NAA/Cho, Cho/Cr and Lac/Cr ratios were observed in the infarction center. In the infarction border region, the Lac/Cr ratio increased significantly at 12 h and decreased during the 1–2 months after stroke. The NAA/Cr, NAA/Cho and Cho/Cr ratios were significantly increased in the infarction border regions of patients who received thrombolytic therapy for 1–2 months compared with those in patients who did not undergo thrombolysis. Our results highlight the usefulness of 1H-MRS-based metabolomics as a feasible and efficient prognostic tool for assessing the treatment effect of acute cerebral infarction.
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Affiliation(s)
- Ai-Qin Lin
- Nursing School, Zhengzhou Railway Vocational and Technical College, Zhengzhou, Henan 450052, P.R. China
| | - Ji-Xin Shou
- Department of Neurology, Fifth Affiliated Hospital, Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Xue-Yuan Li
- Department of Neurology, Fifth Affiliated Hospital, Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Lin Ma
- Department of Neurology, Fifth Affiliated Hospital, Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Xiao-Han Zhu
- Nursing School, Zhengzhou Railway Vocational and Technical College, Zhengzhou, Henan 450052, P.R. China
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Ge X, Xu XY, Feng CH, Wang Y, Li YL, Feng B. Relationships among serum C-reactive protein, receptor for advanced glycation products, metabolic dysfunction, and cognitive impairments. BMC Neurol 2013; 13:110. [PMID: 23978069 PMCID: PMC3765839 DOI: 10.1186/1471-2377-13-110] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2013] [Accepted: 08/21/2013] [Indexed: 01/26/2023] Open
Abstract
Background We examined the clinical value of two serum markers of low-grade inflammation, C-reactive protein (CRP) and receptor of advanced glycation products (RAGE), as prognostic indices for cognitive decline. Methods Patients with cognitive impairment (n = 377) and controls (n = 66) were examined by blood biochemistry tests, including ELISAs of serum CRP and RAGE, the Mini-mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA), and STEAM 1H-MRS of the left hippocampus and thalamus. Results Compared to the control group, the cognitive impairment group was older (63.10 ± 9.70 years vs. 55.09 ± 10.77 years, P = 0.000) and had fewer years of formal education (9.01 ± 4.01 vs. 12.94 ± 3.0, P = 0.000). There were no significant differences in the frequencies of type 2 diabetes, hypertension, or hyperlipidemia between groups. Serum CRP and RAGE were higher in the cognitive impairment group (CRP: 2.08 mg/L, range 1.07 − 3.36 mg/L vs. 0.21 mg/L, range 0.18 − 0.42 mg/L; RAGE: 4.01, range 2.49 − 5.71, vs. 2.28, range 1.84 − 3.03; P < 0.05 for both). In patients with cognitive impairment, there were negative correlations between cognitive function (as measured by MMSE and MoCA) and both CRP and RAGE levels (P < 0.05). Patients over 55 years exhibited a positive correlation between CRP and myo-inositol peak area in the left hippocampus (P < 0.05), while there was no relationship between RAGE and any metabolite (P > 0.05). Multiple linear regression revealed that CRP was influenced by hypertension (P = 0.026) and cognitive impairment (P = 0.042). Conclusions Chronic low-grade inflammation is present in patients with cognitive impairment. Serum CRP, RAGE, and left hippocampal myo-inositol may provide prognostic information on cognitive decline.
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Affiliation(s)
- Xia Ge
- Department of Neurology, Pudong New Area Zhoupu Hospital, Shanghai, China.
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Magnetic resonance spectroscopy in mild cognitive impairment: systematic review and meta-analysis. Neurosci Biobehav Rev 2013; 37:2571-86. [PMID: 23969177 DOI: 10.1016/j.neubiorev.2013.08.004] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Revised: 07/17/2013] [Accepted: 08/11/2013] [Indexed: 01/28/2023]
Abstract
Research using proton magnetic resonance spectroscopy (MRS) can potentially elucidate metabolite changes representing early degeneration in Mild Cognitive Impairment (MCI), an early stage of dementia. We integrated the published literature using meta-analysis to identify patterns of metabolite changes in MCI. 29 MRS studies (with a total of 607 MCI patients and 862 healthy controls) were classified according to brain regions. Hedges' g was used as effect size in a random effects model. N-Acetyl Aspartate (NAA) measures were consistently reduced in posterior cingulate (PC), hippocampus, and the paratrigonal white matter (PWM). Creatine (Cr) concentration was reduced in the hippocampus and PWM. Choline (Cho) concentration was reduced in the hippocampus while Cho/Cr ratio was raised in the PC. Myo-inositol (mI) concentration was raised in the PC and mI/Cr ratio was raised in the hippocampus. NAA/mI ratio was reduced in the PC. NAA may be the most reliable marker of brain dysfunction in MCI though mI, Cho, and Cr may also contribute towards this.
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Dai H, Hong B, Xu Z, Ma L, Chen Y, Xiao Y, Wu R. Nuclear magnetic resonance spectroscopy is highly sensitive for lipid-soluble metabolites. Neural Regen Res 2013; 8:2103-10. [PMID: 25206519 PMCID: PMC4146060 DOI: 10.3969/j.issn.1673-5374.2013.22.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Accepted: 03/25/2013] [Indexed: 02/05/2023] Open
Abstract
Although the water-soluble metabolite profile of human mesenchymal stem cells is known, the lipid profile still needs further investigation. In this study, methanol-chloroform was used to extract pid-soluble metabolites and perchloric acid was used to extract water-soluble metabolites. Furthermore, a dual phase extraction method using methanol-chloroform and water was used to obtain both water and lipid fractions simultaneously. All metabolite extractions were analyzed on a 9.4T high-resolution nuclear magnetic resonance spectrometer. Metabolite resonance peaks were assigned in the acquired spectra according to the chemical shift, and the extraction efficiency of ferent methods was compared. Results showed that in the spectra of water-soluble extracts, major metabolites comprised low molecular weight metabolites, including lactate, acetic acid, fatty acids, threonine, glutamic acid, creatine, choline and its derivatives, while in the spectra of lipid-soluble extracts, most metabolites were assigned to fatty acids. Among the different extraction procedures, perchloric acid was more efficient in extracting water-soluble metabolites and methanol-chloroform was efficient in extracting organic components compared with the dual phase extraction method. Nuclear magnetic resonance spectroscopy showed that as low as 0.7 mg organic yield was enough to obtain clear resonance peaks, while about 6.0 mg water-soluble yield was needed to obtain relatively favorable spectral lines. These results show that the efficiency of extracting water and lipid fractions is higher using perchloric acid and methanol-chloroform compared with dual phase extraction and that nuclear magnetic resonance spectroscopy is highly sensitive for analyzing lipid-soluble extracts.
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Affiliation(s)
- Haiyang Dai
- Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041; Department of Medical Imaging, Huizhou Municipal Central Hospital, Huizhou 516001, Guangdong Province, China
- Department of Radiology, the First People's Hospital of Foshan, Foshan 528000, Guangdong Province, China
| | - Bikai Hong
- Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041; Department of Medical Imaging, Huizhou Municipal Central Hospital, Huizhou 516001, Guangdong Province, China
| | - Zhifeng Xu
- Department of Pediatrics, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Lian Ma
- Central Laboratory, Shantou University, Shantou 515041, Guangdong Province, China
| | - Yaowen Chen
- Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Yeyu Xiao
- Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041; Department of Medical Imaging, Huizhou Municipal Central Hospital, Huizhou 516001, Guangdong Province, China
- Corresponding author: Yeyu Xiao, Master, Professor, Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China, . Renhua Wu, M.D., Professor, Doctoral supervisor, Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China, (N20120517004)
| | - Renhua Wu
- Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041; Department of Medical Imaging, Huizhou Municipal Central Hospital, Huizhou 516001, Guangdong Province, China
- Corresponding author: Yeyu Xiao, Master, Professor, Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China, . Renhua Wu, M.D., Professor, Doctoral supervisor, Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College, Shantou 515041, Guangdong Province, China, (N20120517004)
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