Meta-analysis and open-source database for in vivo brain Magnetic Resonance spectroscopy in health and disease

被引:4
|
作者
Gudmundson, Aaron T. [1 ,2 ]
Koo, Annie [3 ]
Virovka, Anna [3 ]
Amirault, Alyssa L. [3 ]
Soo, Madelene [3 ]
Cho, Jocelyn H. [3 ]
Oeltzschner, Georg [1 ,2 ]
Edden, Richard A. E. [1 ,2 ]
Stark, Craig E. L. [3 ,4 ]
机构
[1] Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Sch Med, Baltimore, MD USA
[2] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD USA
[3] Univ Calif Irvine, Dept Neurobiol & Behav, Irvine, CA USA
[4] Univ Calif Irvine, Dept Neurobiol & Behav, 1400 Biol Sci 3, Irvine, CA 92697 USA
关键词
Human brain; Database; Meta-analysis; Proton MRS; In vivo; Simulation1; N-ACETYL-ASPARTATE; T-2; RELAXATION-TIMES; MILD COGNITIVE IMPAIRMENT; PROTON MR SPECTROSCOPY; GAMMA-AMINOBUTYRIC-ACID; CREATINE PLUS PHOSPHOCREATINE; MAJOR DEPRESSIVE DISORDER; WHITE-MATTER INTEGRITY; SPIN-SPIN RELAXATION; TRANSVERSE RELAXATION;
D O I
10.1016/j.ab.2023.115227
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Proton (1H) Magnetic Resonance Spectroscopy (MRS) is a non-invasive tool capable of quantifying brain metabolite concentrations in vivo. Prioritization of standardization and accessibility in the field has led to the development of universal pulse sequences, methodological consensus recommendations, and the development of open-source analysis software packages. One on-going challenge is methodological validation with ground-truth data. As ground-truths are rarely available for in vivo measurements, data simulations have become an important tool. The diverse literature of metabolite measurements has made it challenging to define ranges to be used within simulations. Especially for the development of deep learning and machine learning algorithms, simula-tions must be able to produce accurate spectra capturing all the nuances of in vivo data. Therefore, we sought to determine the physiological ranges and relaxation rates of brain metabolites which can be used both in data simulations and as reference estimates. Using the Preferred Reporting Items for Systematic reviews and Meta -Analyses (PRISMA) guidelines, we've identified relevant MRS research articles and created an open-source database containing methods, results, and other article information as a resource. Using this database, expec-tation values and ranges for metabolite concentrations and T2 relaxation times are established based upon a meta-analyses of healthy and diseased brains.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Brain metabolite alterations related to alcohol use: a meta-analysis of proton magnetic resonance spectroscopy studies
    Kirkland, Anna E.
    Browning, Brittney D.
    Green, ReJoyce
    Leggio, Lorenzo
    Meyerhoff, Dieter J.
    Squeglia, Lindsay M.
    MOLECULAR PSYCHIATRY, 2022, 27 (08) : 3223 - 3236
  • [22] Measurement of brain metabolites by 1H magnetic resonance spectroscopy in patients with review and meta-analysis
    Steen, RG
    Hamer, RM
    Lieberman, JA
    NEUROPSYCHOPHARMACOLOGY, 2005, 30 (11) : 1949 - 1962
  • [23] BRAIN METABOLITE ALTERATIONS IN ALCOHOL USE DISORDER: A META-ANALYSIS OF PROTON MAGNETIC RESONANCE SPECTROSCOPY FINDINGS
    Kirkland, A. E.
    Browning, B. D.
    Leggio, L.
    Meyerho, D. J.
    Squeglia, L. M.
    ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH, 2021, 45 : 249A - 249A
  • [24] Brain metabolite alterations related to alcohol use: a meta-analysis of proton magnetic resonance spectroscopy studies
    Anna E. Kirkland
    Brittney D. Browning
    ReJoyce Green
    Lorenzo Leggio
    Dieter J. Meyerhoff
    Lindsay M. Squeglia
    Molecular Psychiatry, 2022, 27 : 3223 - 3236
  • [25] A multi-purpose open-source triggering platform for magnetic resonance
    Ruytenberg, T.
    Webb, A. G.
    Beenakker, J. W. M.
    JOURNAL OF MAGNETIC RESONANCE, 2014, 247 : 15 - 21
  • [26] In vivo proton magnetic resonance spectroscopy of brain tumors
    Fountas, KN
    Kapsalaki, EZ
    Gotsis, SD
    Kapsalakis, JZ
    Smisson, HF
    Johnston, KW
    Robinson, JS
    Papadakis, N
    STEREOTACTIC AND FUNCTIONAL NEUROSURGERY, 2000, 74 (02) : 83 - 94
  • [27] Magnetic Resonance Spectroscopy in Mild Cognitive Impairment and Alzheimer's Disease: Systematic Review and Meta-Analysis
    Song, Tao
    Song, Xiaopeng
    Zhu, Chenyawen
    Du, Fei
    BIOLOGICAL PSYCHIATRY, 2021, 89 (09) : S154 - S154
  • [28] Mitochondrial dysfunction, oxidative stress, neuroinflammation, and metabolic alterations in the progression of Alzheimer's disease: A meta-analysis of in vivo magnetic resonance spectroscopy studies
    Song, Tao
    Song, Xiaopeng
    Zhu, Chenyawen
    Patrick, Regan
    Skurla, Miranda
    Santangelo, Isabella
    Green, Morgan
    Harper, David
    Ren, Boyu
    Forester, Brent P.
    Ongur, Dost
    Du, Fei
    AGEING RESEARCH REVIEWS, 2021, 72
  • [29] Brain magnetic resonance spectroscopy to differentiate recurrent neoplasm from radiation necrosis: A systematic review and meta-analysis
    Aseel, Almusaedi
    McCarthy, Peter
    Mohammed, Alsaddi
    JOURNAL OF NEUROIMAGING, 2023, 33 (02) : 189 - 201
  • [30] Measurement of brain glutathione with magnetic Resonance spectroscopy in Schizophrenia-Spectrum disorders - A systematic review and Meta-Analysis
    Murray, Alex J.
    Humpston, Clara S.
    Wilson, Martin
    Rogers, Jack C.
    Katshu, Mohammad Zia Ul Haq
    Liddle, Peter F.
    Upthegrove, Rachel
    BRAIN BEHAVIOR AND IMMUNITY, 2024, 115 : 3 - 12