Supplemental Materials

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2021

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Johnson GA, Laoprasert R, Anderson RJ, Cofer G, Cook J, Pratson F, White LE. A multicontrast MR atlas of the Wistar rat brain. Neuroimage

We describe a multi-contrast, multi-dimensional atlas of the Wistar rat acquired at microscopic spatial resolution using magnetic resonance histology (MRH). Diffusion weighted images, and associated scalar images were acquired of a single specimen with a fully sampled Fourier reconstruction, 61 angles and b = 3000 s/mm 2 yielding 50 um isotropic spatial resolution. The higher angular sampling allows use of the GQI algorithm im- proving the angular invariance of the scalar images and yielding an orientation distribution function to assist in delineating subtle boundaries where there are crossing fibers and track density images providing insight into local fiber architecture. A multigradient echo image of the same specimen was acquired at 25 um isotropic spa- tial resolution. A quantitative susceptibility map enhances fiber architecture relative to the magnitude images. An accompanying multi-specimen atlas (n = 6) was acquired with compressed sensing with the same diffusion protocol as used for the single specimen atlas. An average was created using diffeomorphic mapping. Scalar volumes from the diffusion data, a T2 ∗ weighted volume, a quantitative susceptibility map, and a track density volume, all registered to the same space provide multiple contrasts to assist in anatomic delineation. The new template provides significantly increased contrast in the scalar DTI images when compared to previous atlases. A compact interactive viewer based on 3D Slicer is provided to facilitate comparison among the contrasts in the multiple volumes. The single volume and average atlas with multiple 3D volumes provide an improved template for anatomic interrogation of the Wistar rat brain. The improved contrast to noise in the scalar DTI images and the addition of other volumes (eg. QA,QSM,TDI ) will facilitate automated label registration for MR histology and preclinical imaging.

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Syed M.Adil, Evan Calabrese, Lefko T.Charalambous, JamesJ.Cook, Shervin Rahimpour, Ahmet F. Atik, Gary P.Cofer, Beth A.Parente, G.Allan Johnson, Shivanand P. Lad, Leonard E.White. A high-resolution interactive atlas of the human brainstem using magnetic resonance imaging NeuroImage

Conventional atlases of the human brainstem are limited by the inflexible, sparsely-sampled, two-dimensional nature of histology, or the low spatial resolution of conventional magnetic resonance imaging (MRI). Postmortem high-resolution MRI circumvents the challenges associated with both modalities. A single human brainstem specimen extending from the rostral diencephalon through the caudal medulla was prepared for imaging after the brain was removed from a 65-year-old male within 24 h of death. The specimen was formalin-fixed for two weeks, then rehydrated and placed in a custom-made MRI compatible tube and immersed in liquid fluorocarbon. MRI was performed in a 7-Tesla scanner with 120 unique diffusion directions. Acquisition time for anatomic and diffusion images were 14 h and 208 h, respectively. Segmentation was performed manually. This atlas presents multiple contrasting datasets and selected tract reconstruction with unprecedented resolution for MR imaging of the human brainstem.

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2020

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Nian Wang, Robert J Anderson, David G Ashbrook, Vivek Gopalakrishnan, Youngser Park, Carey E Priebe, Yi Qi, Rick Laoprasert, Joshua T Vogelstein, Robert W Williams, G Allan Johnson. Variability and Heritability of Mouse Brain Structure: Microscopic MRI Atlases and Connectomes for Diverse Strains. NeuroImage PrePub

We acquired high spatial & angular resolution DTI images on 4 diverse strains of mice allowing measure of heritability in multiple neuro imaging phenotypes.

• Volume of 254 of 322 regions were highly heritable

• Significant strain variance in FA was seen across 298 of the 322 regions

• connection profiles of 280 of 322 nodes were heritable for all 4 strains

• connection profiles of 150 nodes were heritable in the three “normal" strains

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Nian Wang, Leonard E.White, Yi Qi, Gary Cofer, G. Allan Johnson. Cytoarchitecture of the mouse brain by high resolution diffusion magnetic resonance imaging. neuroimage.2020.116876

MRI has been widely used to probe the neuroanatomy of the mouse brain, directly correlating MRI findings to histology is still challenging due to the limited spatial resolution and various image contrasts derived from water relaxation or diffusion properties.

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Nian Wang, Anthony J. Mirando, Gary Cofer, Yi Qi, Matthew J. Hilton, G. Allan Johnson. Magnetic Resonance in Medicine 21January2020 28181 MRM 28181

Characterization complex collagen fiber architecture in knee joint using high‐resolution diffusion imaging

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2019

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Nian Wang Anthony J. Mirando Gary Cofer Yi Qi Matthew J. Hilton G. Allan Johnson Magnetic Resonance in Medicine 22 January 2019 27652 MRM 27652

Diffusion tractography of the rat knee at microscopic resolution

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Nian Wang, Jieying Zhang, Gary Cofer, Yi Qi, Robert J. Anderson, Leonard E. White, G. Allan Johnson Brain. Structure and Function 20 April 2019Structure and Function 20 April 2019

Neurite orientation dispersion and density imaging of mouse brain microstructure

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2018

 

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Nian Wang, Farid Badar, Yang Xia PubMed 3 January 2018 PMCID: PMC6585296

Experimental Influences in the Accurate Measurement of Cartilage Thickness in MRI

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2017

 

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Hongjiang Wei, Russell Dibb, Kyle Decker, Nian Wang, Yuyao Zhang, Xiaopeng Zong, Weili Lin, Daniel B. Nissman, Chunlei Liu Investigating magnetic susceptibility of human knee joint at 7 Tesla. PMCID: PMC5513801

To evaluate the magnetic susceptibility properties of different anatomical structures within the knee joint using quantitative susceptibility mapping (QSM)

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2016

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Robert J Anderson, et al.,A high-performance computing voxel-based analysis pipeline for the rodent brain with a formal validation framework. Neuroinformatics volume 17, pages451–472(2019).Open Access

An automated VBA processing pipeline running on a high-performance computing cluster

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L Xie et al. Dynamic contrast-enhanced with ultrashort echo time MRI for evaluating renal function, Am J Physiol - Renal Physiol 310(2): F174-182, 2016. ajprenal.00351.2015

Quantitative susceptibility mapping (QSM) resolves / confirms blooming effect source to be large positive susceptibility of concentrated Gd. Ultra-short echno time (UTE) with QSM can complement traditional magnitude UTE and offer tool to study renal pathophysiology.

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2015

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JS Borg, et al., Localization of metal electrodes in the intact rat brain using registration of 3-D micro-computed tomography images to a magnetic resonance histology atlas, eNeuro 2(4): pii: e0017, 2015. PMCID: PMC4550316

Method to register 3D CT images of intact rat brains implanted with metal electrode bundles to an MR histology atlas

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E Calabrese, et al., A diffusion MRI tractography connectome of the mouse brain and comparison with neuronal tracer data, Cerebral Cortex 25(11): 4628-4637, 2015.PMCID: PMC4715247

Improvements in small-animal diffusion tractography by combining ex-vivo MRI with exogenous contrast agents, advanced diffusion acquisition and reconstruction techniques, and probabilistic fiber tracking

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E Calabrese, et al., A diffusion tensor MRI atlas of the postmortem rhesus macaque brain, Neuroimage 117: 408-416, 2015. PMCID: PMC4512905

Previous MR DTI rhesus brain atlases limited by low contrast / low spatial resolution. This atlas extends prior analyses by including high-resolution multi-contrast image data

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L Xie, et al., Susceptibility tensor imaging of the kidney and its microstructural underpinnings, Magn Reson Med 73 (3):1270-81, 2015. PMCID: PMC4183741

Susceptibility tensor imaging (STI) tracks tubules throughout the kidney, and diffusion tensor imaging for inner medulla

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L Xie, et al., 4D MRI of polycystic kidneys from rapamycin-treated Glis3-deficient mice, NMR in Biomedicine 2015 May;28(5):546-554 PMCID: PMC4400264

Dynamic contrast-enhanced (DCE) MRI capture crucial stages of cyst development and rapamycin treatment used to see if disease progression can be halted

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2014

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E Calabrese, et al., Investigating tradeoffs between spatial resolution and diffusion sampling for brain mapping with diffusion tractography: Time well spent? Human Brain Mapping 35(11):5667-85, 2014. [Article first published online: 5 JUL 2014] DOI: 10.1002/hbm.22578PMCID: PMC4206697

Temporal tradeoff effects between spatial resolution and diffusion sampling on tractography in rhesus macaque brain

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E Calabrese, et al., Diffusion tensor imaging reveals white matter injury in rat model of repetitive blast-induced traumatic brain injury, J Neurotrauma, 2014; 31(10):938-50, 2014. PMCID: PMC4012630

Voxelwise analysis of diffusion tensor imaging to quantify white matter injury in a rat model of repetitive primary blast exposure

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GA Johnson, et al., Quantitative mapping of trimethyltin in the rat brain using MR histology, Neurotoxicology, 11;42C:12-23 2014. PMCID: PMC4053477

MR histology shows DTI detection of changes in rat brains exposed to trimethyltin (8 mg/Kg and 12 mg/Kg)

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L Xie, et al., 4D MRI of renal function in the developing mouse, NMR Biomed 2014; 27(9):1094-102. PMCID: PMC4134394

 

125-micron isotropic resolution 3D images show enhanced contrast / clearance over 17 weeks of development

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NT Befera, CT Badea, GA Johnson, Comparison of 4D microSPECT and microCT for murine cardiac function, Mol Imag Biol 16(2): 235-245, 2014. PMCID: PMC4061569

In vivo mouse study compares 4D microSPECT to microCT to quantitatively assess cardiac function / myocardial perfusion

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2013

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E Calabrese, GA Johnson, C Watson, An ontology-based segmentation scheme for tracking postnatal changes in the developing rodent brain with MRI, Neuroimage 67:375-384, 2013. PMCID: PMC3551262

Developmental neuro-ontology tracks regional changes in MR biomarkers through Wistar rat postnatal neurodevelopment

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E Calabrese, et al., A quantitative MR histology atlas of postnatal rat brain development with regional estimates of growth and variability, Neuroimage 71:196-206, 2013. PMCID: PMC3639493

MR histology atlas to analyze regional morphometric changes / variability through rat neurodevelopment

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L Xie, et al., Quantitative susceptibility mapping of kidney inflammation and fibrosis in Type 1 Angiotensin Receptor-deficient mice, NMR Biomed 26(12): 1853-1863, 2013. PMCID: PMC3956055

QSM offers new MR contrast mechanism to detect pathology caused by small focal inflammation and fibrosis

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DP Clark, et al., In vivo characterization of tumor vasculature using iodine and gold nanoparticles and dual energy micro-CT, Phys Med Biol 58(6):1683-1704, 2013. PMCID: PMC3746324

Novel post-reconstruction spectral filtration scheme; 3D iodine and gold maps measure fractional blood volume /vascular permeability of active tumor growth over 5 days

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2012

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E Calabrese, GA Johnson, Diffusion tensor MR histology reveals microstructural changes in the developing rat brain, Neuroimage 79:329-39, 2013. PMCID: PMC3690820

MR histology rat atlas to analyze regional changes in diffusion tensor parameters through postnatal neurodevelopment

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GA Johnson, E Calabrese, A Badea, G Paxinos, C Watson, A multidimensional MR histology atlas of the Wistar rat brain, PMCID: PMC3408821

MR histology atlas aligned with Paxinos-Watson atlas, based on optical sections, compares histochemical and immuno-marker data

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A Badea, et al.. Quantitative mouse brain phenotyping based on single and multispectral MR protocols, Neuroimage 63: 1633-1645, 2012.PMCID: PMC3604698

Segmentation tools for human neuroimaging adapted / streamlined for mouse brain segmentation using multispectral MR protocols.

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L Xie, et al., MR histology of age-related nephropathy in the Sprague Dawley rat, Toxicol Path 40(5):764-778, 2012. PMCID: PMC3515870

MR histology for background pathology in kidneys. Contrast mechanisms optimize scanning protocols.

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D Clark, et al., Registration-based segmentation of murine 4D cardiac micro-CT data using symmetric normalization, Phys Med Biol 57(19): 6125-45, 2012. PMCID: PMC3615410

Pipeline for registration-based segmentation and functional analysis of 4D cardiac micro-CT mouse data for quantitative analysis of cardiac images

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SM Johnston, GA Johnson, CT Badea, Temporal and spectral imaging with micro-CT. Med Phys 39(8): 4943-4968, 2012. PMCID: PMC3416878

Retrospectively-gated dual energy CT to reconstruct data in 5D volumetric images distinguishes different materials at different time points

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2011

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Y Jiang, GA Johnson, Microscopic diffusion tensor atlas of the mouse brain, Neuroimage 56(3): 1235-1243, 2011. PMCID: PMC3085633

Critical addition to Waxholm Space online mouse brain atlas. Averaged values of DTI indices in 9 white matter structures.

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J Nouls, et al., A constant-volume ventilator and gas recapture system for hyperpolarized gas MRI of mouse and rat lungs,

Concepts in Magnetic Resonance Part B: Magnetic Resonance Engineering, 39B(2): 78-88, 2011 PMCID: PMC3103138

For high-resolution proton and hyperpolarized gas MR of mice and rats, this ventilator differs from others by eliminating need for a custom pneumatic valve located near trachea

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2010

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GA Johnson, et al., Waxholm Space: An image-based reference for coordinating mouse brain research, Neuroimage, 53(2): 365-372, 2010. PMCID: PMC2930145

Normal adult mouse brain atlas using streamlined protocol (specimen fixation, staining, image acquisition, reconstruction, normalization to Waxholm Space)

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A Badea, GA Johnson, JL Jankowsky, Remote sites of structural atrophy predict later amyloid formation in a mouse model of Alzheimer's disease, Neuroimage 50(2): 416-427, 2010. PMCID: PMC2823970

Automated MR analyses for longitudinal view of volumetric changes in transgenic mouse model of AD from earliest amyloid deposits to remote volumetric changes

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E Bucholz, et al., Cardiovascular phenotyping of the mouse heart using a 4D radial acquisition and liposomal Gd-DTPA-BMA, Magn Reson Med 63(4):979-987, 2010. Magnetic Resonance in Medicine 63(4):979-87, 2010 PMCID: PMC2852272

4D acquisition with high spatial and temporal resolution and fast acquisition time allows rapid measurement of heart function in 3 mouse strains for left/right ventricular volumes

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2009

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GP Howles, et al., Rapid production of specialized animal handling devices using computer-aided design and solid freeform fabrication, Journal of Magnetic Resonance Imaging 30(2):466-471, 2009 PMCID: PMC2746045

Computer-aided design process and solid freeform fabrication for fast, inexpensive production of sophisticated animal handling devices

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2008

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AE Petiet, et al., High-resolution MR histology of the embryonic and neonatal mouse: a 4D atlas and morphologic database, Proc Natl Acad Sci U S A. 105(34):12331-12336, 2008. PMCID: PMC2527911

Online atlas of high-resolution normal, transgenic, and mutant mouse models at embryonic and neonatal stages

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2007

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A Badea, et al., Neuroanatomical phenotypes in the Reeler mouse, Neuroimage 34(4): 1363-1374, 2007. PMCID: PMC1945208

Contrast-enhanced 9.4 T MR scans of perfusion-fixed mouse brains

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GA Johnson, et al., Morphologic phenotyping by MR microscopy: the visible mouse, Radiology 222(3): 789-793, 2002. PMCID: PMC1994723

MR microscopy active staining protocol for 3D imaging of C57BL/6J mouse

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