Protein aggregation linked to Alzheimer's disease revealed by saturation transfer MRI

ABSTRACT The goal of this study was to develop a molecular biomarker for the detection of protein aggregation involved in Alzheimer's disease (AD) by exploiting the features of the water saturation transfer spectrum (Z‐spectrum), the CEST signal of which is sensitive to the molecular configuration of proteins. A radial‐sampling steady‐state sequence based ultrashort echo time (UTE) readout was implemented to image the Z‐spectrum in the mouse brain, especially the contributions from mobile proteins at the frequency offsets for the composite protein amide proton (+3.6 ppm) and aliphatic proton (−3.6 ppm) signals. Using a relatively weak radiofrequency (RF) saturation amplitude, contributions due to strong magnetization transfer contrast (MTC) from solid‐like macromolecules and direct water saturation (DS) were minimized. For practical measure of the changes in the mobile protein configuration, we defined a saturation transfer difference (&Dgr;ST) by subtracting the Z‐spectral signals at ±3.6 ppm from a control signal at 8 ppm. Phantom studies of glutamate solution, protein (egg white) and hair conditioner show the capability of the proposed scheme to minimize the contributions from amine protons, DS, and MTC, respectively. The ST signal at ±3.6 ppm of the cross‐linked bovine serum albumin (BSA) solutions demonstrated that the &Dgr;ST signal can be used to monitor the aggregation process of the mobile proteins. High‐resolution &Dgr;ST images of AD mouse brains at ±3.6 ppm of mouse brains showed significantly reduced &Dgr;ST (‐3.6) signal compared to the age‐matched wild‐type (WT) mice. Thus, this signal has potential to serve as a molecular biomarker for monitoring protein aggregation in AD. HIGHLIGHTSA low‐B1 radial‐sampling steady‐state MRI acquisition scheme was developed to acquire high‐resolution saturation transfer difference (&Dgr;ST) maps.Low B1 was used to focus on the chemical exchange saturation transfer from mobile proteins and minimize the direct water saturation and the magnetization transfer effects in tissue.&Dgr;ST maps at offset frequencies of ±3.6ppm from water reflected changes in protein aggregation, providing a novel imaging biomarker.Detection of protein aggregation associated with Alzheimer's disease using a mouse model by a UTE‐CEST sequence.

[1]  John Q Trojanowski,et al.  Neurodegenerative Tauopathies Human Disease and Transgenic Mouse Models , 1999, Neuron.

[2]  Peter C.M. van Zijl,et al.  Proton Chemical Exchange Saturation Transfer (CEST) MRS and MRI , 2016 .

[3]  Jinyuan Zhou,et al.  Quantitative description of the asymmetry in magnetization transfer effects around the water resonance in the human brain , 2007, Magnetic resonance in medicine.

[4]  J. Hogg Magnetic resonance imaging. , 1994, Journal of the Royal Naval Medical Service.

[5]  D. Walsh,et al.  Protein Aggregation in the Brain: The Molecular Basis for Alzheimer’s and Parkinson’s Diseases , 2008, Molecular medicine.

[6]  J. Duyn,et al.  Investigation of Low Frequency Drift in fMRI Signal , 1999, NeuroImage.

[7]  Peter Bachert,et al.  Chemical exchange saturation transfer (CEST) and MR Z-spectroscopy in vivo: a review of theoretical approaches and methods , 2013, Physics in medicine and biology.

[8]  Richard A. E. Edden,et al.  Nuclear Overhauser enhancement (NOE) imaging in the human brain at 7T , 2013, NeuroImage.

[9]  Vaibhav A. Janve,et al.  Multi‐angle ratiometric approach to measure chemical exchange in amide proton transfer imaging , 2012, Magnetic resonance in medicine.

[10]  A Van der Linden,et al.  Noninvasive in vivo MRI detection of neuritic plaques associated with iron in APP[V717I] transgenic mice, a model for Alzheimer's disease , 2005, Magnetic resonance in medicine.

[11]  Edmund Y Lam,et al.  Magnetization transfer (MT) asymmetry around the water resonance in human cervical spinal cord , 2009, Journal of magnetic resonance imaging : JMRI.

[12]  Thomas Benner,et al.  Investigation of optimizing and translating pH‐sensitive pulsed‐chemical exchange saturation transfer (CEST) imaging to a 3T clinical scanner , 2008, Magnetic resonance in medicine.

[13]  A. Ginestroni,et al.  Regional Analysis of the Magnetization Transfer Ratio of the Brain in Mild Alzheimer Disease and Amnestic Mild Cognitive Impairment , 2013, American Journal of Neuroradiology.

[14]  L. Walker,et al.  Alzheimer therapeutics-what after the cholinesterase inhibitors? , 2006, Age and ageing.

[15]  D. Hackney,et al.  Direct magnetic resonance detection of myelin and prospects for quantitative imaging of myelin density , 2012, Proceedings of the National Academy of Sciences.

[16]  Guoxing Lin,et al.  Chemical exchange saturation transfer effect in blood , 2014, Magnetic resonance in medicine.

[17]  J. Hardy,et al.  The Amyloid Hypothesis of Alzheimer ’ s Disease : Progress and Problems on the Road to Therapeutics , 2009 .

[18]  G H Glover,et al.  Projection Reconstruction Techniques for Reduction of Motion Effects in MRI , 1992, Magnetic resonance in medicine.

[19]  Alexander Radbruch,et al.  MR imaging of protein folding in vitro employing Nuclear‐Overhauser‐mediated saturation transfer , 2013, NMR in biomedicine.

[20]  D. Borchelt,et al.  Environmental Enrichment Exacerbates Amyloid Plaque Formation in a Transgenic Mouse Model of Alzheimer Disease , 2003, Journal of neuropathology and experimental neurology.

[21]  P. Wong,et al.  The neuritic plaque facilitates pathological conversion of tau in an Alzheimer's disease mouse model , 2016, Nature Communications.

[22]  Ryan Chamberlain,et al.  Comparison of amyloid plaque contrast generated by T2‐weighted, T  2* ‐weighted, and susceptibility‐weighted imaging methods in transgenic mouse models of Alzheimer's disease , 2009, Magnetic resonance in medicine.

[23]  Rohan Dharmakumar,et al.  Free‐breathing, motion‐corrected, highly efficient whole heart T2 mapping at 3T with hybrid radial‐cartesian trajectory , 2016, Magnetic resonance in medicine.

[24]  Xiaolei Song,et al.  Nuts and bolts of chemical exchange saturation transfer MRI , 2013, NMR in biomedicine.

[25]  Jiadi Xu,et al.  Investigation of the contribution of total creatine to the CEST Z‐spectrum of brain using a knockout mouse model , 2017, NMR in biomedicine.

[26]  Jeremy Adler,et al.  Magnetization transfer in lamellar liquid crystals , 2014, Magnetic resonance in medicine.

[27]  G H Glover,et al.  Motion Artifacts in fMRI: Comparison of 2DFT with PR and Spiral Scan Methods , 1995, Magnetic resonance in medicine.

[28]  Richard R. Ernst,et al.  Sensitivity of two-dimensional NMR spectroscopy , 1978 .

[29]  Einar Heiberg,et al.  Self‐gated fetal cardiac MRI with tiny golden angle iGRASP: A feasibility study , 2017, Journal of magnetic resonance imaging : JMRI.

[30]  Adam L. Boxer,et al.  Neurodegenerative disease in 2015: Targeting tauopathies for therapeutic translation , 2016, Nature Reviews Neurology.

[31]  G J Barker,et al.  Quantitative magnetization transfer mapping of bound protons in multiple sclerosis , 2003, Magnetic resonance in medicine.

[32]  Jiadi Xu,et al.  Magnetization transfer contrast–suppressed imaging of amide proton transfer and relayed nuclear overhauser enhancement chemical exchange saturation transfer effects in the human brain at 7T , 2016, Magnetic resonance in medicine.

[33]  Gil Navon,et al.  Assessment of glycosaminoglycan concentration in vivo by chemical exchange-dependent saturation transfer (gagCEST) , 2008, Proceedings of the National Academy of Sciences.

[34]  Peter B Barker,et al.  Comparison of brain gray and white matter macromolecule resonances at 3 and 7 Tesla , 2015, Magnetic resonance in medicine.

[35]  Yanchun Zhu,et al.  Short T2 imaging using a 3D double adiabatic inversion recovery prepared ultrashort echo time cones (3D DIR‐UTE‐Cones) sequence , 2018, Magnetic resonance in medicine.

[36]  D. Donoho,et al.  Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.

[37]  Jiadi Xu,et al.  CEST, ASL, and magnetization transfer contrast: How similar pulse sequences detect different phenomena , 2018, Magnetic resonance in medicine.

[38]  Gisela E. Hagberg,et al.  Pulsed Saturation of the Standard Two-Pool Model for Magnetization Transfer. Part II: The Transition to Steady State , 2004 .

[39]  Jinyuan Zhou,et al.  Amide proton transfer (APT) contrast for imaging of brain tumors , 2003, Magnetic resonance in medicine.

[40]  Howard Chertkow,et al.  Regional magnetization transfer ratio changes in mild cognitive impairment , 2002, Magnetic resonance in medicine.

[41]  Antje Bischof,et al.  MRI gradient-echo phase contrast of the brain at ultra-short TE with off-resonance saturation , 2018, NeuroImage.

[42]  Michael Garwood,et al.  In vivo visualization of Alzheimer's amyloid plaques by magnetic resonance imaging in transgenic mice without a contrast agent , 2004, Magnetic resonance in medicine.

[43]  Jiadi Xu,et al.  Magnetization Transfer Contrast and Chemical Exchange Saturation Transfer MRI. Features and analysis of the field-dependent saturation spectrum , 2017, NeuroImage.

[44]  Jeffrey A. Fessler,et al.  Nonuniform fast Fourier transforms using min-max interpolation , 2003, IEEE Trans. Signal Process..

[45]  K. T. Block,et al.  Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint , 2007, Magnetic resonance in medicine.

[46]  M R Symms,et al.  Magnetization transfer ratio in Alzheimer disease: comparison with volumetric measurements. , 2007, AJNR. American journal of neuroradiology.

[47]  Peter Bachert,et al.  Signature of protein unfolding in chemical exchange saturation transfer imaging , 2015, NMR in biomedicine.

[48]  J. Duyn,et al.  Rapid measurement of brain macromolecular proton fraction with transient saturation transfer MRI , 2017, Magnetic resonance in medicine.

[49]  R. Motter,et al.  Immunization with amyloid-β attenuates Alzheimer-disease-like pathology in the PDAPP mouse , 1999, Nature.

[50]  Sharon Portnoy,et al.  Modeling pulsed magnetization transfer , 2007, Magnetic resonance in medicine.

[51]  Jinyuan Zhou,et al.  Using the amide proton signals of intracellular proteins and peptides to detect pH effects in MRI , 2003, Nature Medicine.

[52]  David C Alsop,et al.  A multislice gradient echo pulse sequence for CEST imaging , 2010, Magnetic resonance in medicine.

[53]  Nirbhay N. Yadav,et al.  Chemical exchange saturation transfer (CEST): What is in a name and what isn't? , 2011, Magnetic resonance in medicine.

[54]  John C Gore,et al.  Chemical exchange rotation transfer imaging of intermediate‐exchanging amines at 2 ppm , 2017, NMR in biomedicine.

[55]  Yanchun Zhu,et al.  Yet more evidence that myelin protons can be directly imaged with UTE sequences on a clinical 3T scanner: Bicomponent T2* analysis of native and deuterated ovine brain specimens , 2018, Magnetic resonance in medicine.

[56]  A. F. Gietl,et al.  Colocalization of cerebral iron with Amyloid beta in Mild Cognitive Impairment , 2016, Scientific Reports.

[57]  Jiadi Xu,et al.  Separating fast and slow exchange transfer and magnetization transfer using off‐resonance variable‐delay multiple‐pulse (VDMP) MRI , 2018, Magnetic resonance in medicine.

[58]  D. Alsop,et al.  Magnetization transfer from inhomogeneously broadened lines: A potential marker for myelin , 2015, Magnetic Resonance in Medicine.

[59]  Susumu Mori,et al.  Detection of amyloid plaques in mouse models of Alzheimer's disease by magnetic resonance imaging , 2004, Magnetic resonance in medicine.

[60]  Junya Qu,et al.  2-Amino-3,4-dihydroquinazolines as inhibitors of BACE-1 (beta-site APP cleaving enzyme): Use of structure based design to convert a micromolar hit into a nanomolar lead. , 2007, Journal of medicinal chemistry.

[61]  J. Cavanagh Protein NMR Spectroscopy: Principles and Practice , 1995 .

[62]  Changheun Oh,et al.  Self‐gated cardiac cine imaging using phase information , 2017, Magnetic resonance in medicine.

[63]  Jiadi Xu,et al.  On‐resonance variable delay multipulse scheme for imaging of fast‐exchanging protons and semisolid macromolecules , 2017, Magnetic resonance in medicine.

[64]  Yajun Ma,et al.  Simultaneous quantitative susceptibility mapping (QSM) and R2* for high iron concentration quantification with 3D ultrashort echo time sequences: An echo dependence study , 2018, Magnetic resonance in medicine.

[65]  Terence W Nixon,et al.  High magnetic field water and metabolite proton T1 and T2 relaxation in rat brain in vivo , 2006, Magnetic resonance in medicine.

[66]  Tao Jin,et al.  Spin‐locking versus chemical exchange saturation transfer MRI for investigating chemical exchange process between water and labile metabolite protons , 2011, Magnetic resonance in medicine.

[67]  Thomas Wisniewski,et al.  Detection of Alzheimer's amyloid in transgenic mice using magnetic resonance microimaging , 2003, Magnetic resonance in medicine.

[68]  Mark Bydder,et al.  Ultrashort TE imaging with off‐resonance saturation contrast (UTE‐OSC) , 2009, Magnetic resonance in medicine.

[69]  I. Selesnick,et al.  Chromatogram baseline estimation and denoising using sparsity (BEADS) , 2014 .

[70]  Jiang Du,et al.  Quantitative magnetization transfer ultrashort echo time imaging using a time‐efficient 3D multispoke Cones sequence , 2018, Magnetic resonance in medicine.

[71]  Benjamin Zahneisen,et al.  Gradient‐echo and CRAZED imaging for minute detection of Alzheimer plaques in an APPV717I × ADAM10‐dn mouse model , 2007, Magnetic resonance in medicine.

[72]  Kimberly L Desmond,et al.  Mapping of amide, amine, and aliphatic peaks in the CEST spectra of murine xenografts at 7 T , 2014, Magnetic resonance in medicine.

[73]  J T O'Brien,et al.  Medial temporal lobe atrophy on MRI differentiates Alzheimer's disease from dementia with Lewy bodies and vascular cognitive impairment: a prospective study with pathological verification of diagnosis. , 2009, Brain : a journal of neurology.

[74]  Peter C M van Zijl,et al.  Detection of dynamic substrate binding using MRI , 2017, Scientific Reports.

[75]  Daniel Paech,et al.  Downfield‐NOE‐suppressed amide‐CEST‐MRI at 7 Tesla provides a unique contrast in human glioblastoma , 2017, Magnetic resonance in medicine.

[76]  R V Mulkern,et al.  The general solution to the Bloch equation with constant rf and relaxation terms: application to saturation and slice selection. , 1993, Medical physics.

[77]  Peter Bachert,et al.  CEST Signals of Lipids , 2017 .

[78]  G. B. Pike,et al.  Characterizing healthy and diseased white matter using quantitative magnetization transfer and multicomponent T2 relaxometry: A unified view via a four‐pool model , 2009, Magnetic resonance in medicine.

[79]  高橋 満,et al.  Magnetization Transfer を用いた骨軟部腫瘍領域の評価 , 1997 .

[80]  Michael Schär,et al.  Self‐gated golden angle spiral cine MRI for coronary endothelial function assessment , 2018, Magnetic Resonance in Medicine.

[81]  K. Aoki,et al.  Heat denaturation of bovine serum albumin in alkaline pH region. , 1973, Biochimica et biophysica acta.

[82]  P. Scheltens,et al.  Atrophy of medial temporal lobes on MRI in "probable" Alzheimer's disease and normal ageing: diagnostic value and neuropsychological correlates. , 1992, Journal of neurology, neurosurgery, and psychiatry.

[83]  Andrew C Larson,et al.  Self‐gated cardiac cine MRI , 2004, Magnetic resonance in medicine.

[84]  J. Trojanowski,et al.  Tau-mediated neurodegeneration in Alzheimer's disease and related disorders , 2007, Nature Reviews Neuroscience.

[85]  G. Scotti,et al.  Quantification of tissue damage in AD using diffusion tensor and magnetization transfer MRI , 2001, Neurology.

[86]  R. Turner,et al.  Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[87]  Peter Bachert,et al.  Exchange‐dependent relaxation in the rotating frame for slow and intermediate exchange – modeling off‐resonant spin‐lock and chemical exchange saturation transfer , 2012, NMR in biomedicine.

[88]  Mark D Pagel,et al.  Evaluating pH in the Extracellular Tumor Microenvironment Using CEST MRI and Other Imaging Methods. , 2015, Advances in radiology.

[89]  Nikolaus M. Szeverenyi,et al.  Ultrashort echo time (UTE) magnetic resonance imaging of the short T2 components in white matter of the brain using a clinical 3T scanner , 2014, NeuroImage.

[90]  R. Turner,et al.  Functional magnetic resonance imaging of the human brain: data acquisition and analysis , 1998, Experimental Brain Research.

[91]  Jiadi Xu,et al.  Variable delay multi‐pulse train for fast chemical exchange saturation transfer and relayed‐nuclear overhauser enhancement MRI , 2014, Magnetic resonance in medicine.

[92]  R S Balaban,et al.  A new class of contrast agents for MRI based on proton chemical exchange dependent saturation transfer (CEST). , 2000, Journal of magnetic resonance.

[93]  Penny A. Gowland,et al.  The z-spectrum from human blood at 7T , 2018, NeuroImage.