454 results on '"van der Kouwe, Andre"'
Search Results
2. Learning Task-Specific Strategies for Accelerated MRI
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Wu, Zihui, Yin, Tianwei, Sun, Yu, Frost, Robert, van der Kouwe, Andre, Dalca, Adrian V., and Bouman, Katherine L.
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Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Computer Vision and Pattern Recognition - Abstract
Compressed sensing magnetic resonance imaging (CS-MRI) seeks to recover visual information from subsampled measurements for diagnostic tasks. Traditional CS-MRI methods often separately address measurement subsampling, image reconstruction, and task prediction, resulting in a suboptimal end-to-end performance. In this work, we propose TACKLE as a unified co-design framework for jointly optimizing subsampling, reconstruction, and prediction strategies for the performance on downstream tasks. The na\"ive approach of simply appending a task prediction module and training with a task-specific loss leads to suboptimal downstream performance. Instead, we develop a training procedure where a backbone architecture is first trained for a generic pre-training task (image reconstruction in our case), and then fine-tuned for different downstream tasks with a prediction head. Experimental results on multiple public MRI datasets show that TACKLE achieves an improved performance on various tasks over traditional CS-MRI methods. We also demonstrate that TACKLE is robust to distribution shifts by showing that it generalizes to a new dataset we experimentally collected using different acquisition setups from the training data. Without additional fine-tuning, TACKLE leads to both numerical and visual improvements compared to existing baselines. We have further implemented a learned 4$\times$-accelerated sequence on a Siemens 3T MRI Skyra scanner. Compared to the fully-sampling scan that takes 335 seconds, our optimized sequence only takes 84 seconds, achieving a four-fold time reduction as desired, while maintaining high performance., Comment: Our code is available at https://github.com/zihuiwu/TACKLE. More information can be found at http://imaging.cms.caltech.edu/tackle/
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- 2023
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3. Using synthetic MR images for distortion correction
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Montez, David F, Van, Andrew N, Miller, Ryland L, Seider, Nicole A, Marek, Scott, Zheng, Annie, Newbold, Dillan J, Scheidter, Kristen, Feczko, Eric, Perrone, Anders J, Miranda-Dominguez, Oscar, Earl, Eric A, Kay, Benjamin P, Jha, Abhinav K, Sotiras, Aristeidis, Laumann, Timothy O, Greene, Deanna J, Gordon, Evan M, Tisdall, M Dylan, van der Kouwe, Andre, Fair, Damien A, and Dosenbach, Nico UF
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Biomedical and Clinical Sciences ,Biological Psychology ,Clinical and Health Psychology ,Neurosciences ,Psychology ,Pediatric ,Biomedical Imaging ,Bioengineering ,Adult ,Humans ,Child ,Adolescent ,Image Processing ,Computer-Assisted ,Algorithms ,Magnetic Resonance Imaging ,Echo-Planar Imaging ,Brain ,Artifacts ,fMRI ,EPI ,Distortion correction ,Field map ,Registration ,Clinical Sciences ,Cognitive Sciences ,Biological psychology ,Clinical and health psychology - Abstract
Functional MRI (fMRI) data acquired using echo-planar imaging (EPI) are highly distorted by magnetic field inhomogeneities. Distortion and differences in image contrast between EPI and T1-weighted and T2-weighted (T1w/T2w) images makes their alignment a challenge. Typically, field map data are used to correct EPI distortions. Alignments achieved with field maps can vary greatly and depends on the quality of field map data. However, many public datasets lack field map data entirely. Additionally, reliable field map data is often difficult to acquire in high-motion pediatric or developmental cohorts. To address this, we developed Synth, a software package for distortion correction and cross-modal image registration that does not require field map data. Synth combines information from T1w and T2w anatomical images to construct an idealized undistorted synthetic image with similar contrast properties to EPI data. This synthetic image acts as an effective reference for individual-specific distortion correction. Using pediatric (ABCD: Adolescent Brain Cognitive Development) and adult (MSC: Midnight Scan Club; HCP: Human Connectome Project) data, we demonstrate that Synth performs comparably to field map distortion correction approaches, and often outperforms them. Field map-less distortion correction with Synth allows accurate and precise registration of fMRI data with missing or corrupted field map information.
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- 2023
4. Cross-Vendor Test-Retest Validation of Diffusion Tensor Image Analysis along the Perivascular Space (DTI-ALPS) for Evaluating Glymphatic System Function
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Liu, Xiaodan, Barisano, Giuseppe, Shao, Xingfeng, Jann, Kay, Ringman, John M, Lu, Hanzhang, Arfanakis, Konstantinos, Caprihan, Arvind, DeCarli, Charles, Gold, Brian T, Maillard, Pauline, Satizabal, Claudia L, Fadaee, Elyas, Habes, Mohamad, Stables, Lara, Singh, Herpreet, Fischl, Bruce, van der Kouwe, Andre, Schwab, Kristin, Helmer, Karl G, Greenberg, Steven M, Wang, Danny JJ, and Consortium, for the MarkVCID
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Biomedical and Clinical Sciences ,Clinical Sciences ,Humans ,Glymphatic System ,Diffusion Tensor Imaging ,Female ,Male ,Reproducibility of Results ,Adult ,Middle Aged ,Software ,Image Processing ,Computer-Assisted ,Diffusion tensor image analysis along the perivascular space ,Neurofluids ,Brain ,glymphatic system ,MarkVCID consortium ,MarkVCID Consortium ,Clinical sciences - Abstract
The diffusion tensor image analysis along the perivascular space (DTI-ALPS) method was proposed to evaluate glymphatic system (GS) function. However, few studies have validated its reliability and reproducibility. Fifty participants' DTI data from the MarkVCID consortium were included in this study. Two pipelines by using DSI studio and FSL software were developed for data processing and ALPS index calculation. The ALPS index was obtained by the average of bilateral ALPS index and was used for testing the cross-vendor, inter-rater and test-retest reliability by using R studio software. The ALPS index demonstrated favorable inter-scanner reproducibility (ICC=0.77 to 0.95, P< 0.001), inter-rater reliability (ICC=0.96 to 1, P< 0.001) and test-retest repeatability (ICC=0.89 to 0.95, P< 0.001), offering a potential biomarker for in vivo evaluation of GS function.
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- 2023
5. Rapid head-pose detection for automated slice prescription of fetal-brain MRI
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Hoffmann, Malte, Turk, Esra Abaci, Gagoski, Borjan, Morgan, Leah, Wighton, Paul, Tisdall, M. Dylan, Reuter, Martin, Adalsteinsson, Elfar, Grant, P. Ellen, Wald, Lawrence L., and van der Kouwe, André J. W.
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Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Image and Video Processing ,Physics - Medical Physics ,Quantitative Biology - Neurons and Cognition - Abstract
In fetal-brain MRI, head-pose changes between prescription and acquisition present a challenge to obtaining the standard sagittal, coronal and axial views essential to clinical assessment. As motion limits acquisitions to thick slices that preclude retrospective resampling, technologists repeat ~55-second stack-of-slices scans (HASTE) with incrementally reoriented field of view numerous times, deducing the head pose from previous stacks. To address this inefficient workflow, we propose a robust head-pose detection algorithm using full-uterus scout scans (EPI) which take ~5 seconds to acquire. Our ~2-second procedure automatically locates the fetal brain and eyes, which we derive from maximally stable extremal regions (MSERs). The success rate of the method exceeds 94% in the third trimester, outperforming a trained technologist by up to 20%. The pipeline may be used to automatically orient the anatomical sequence, removing the need to estimate the head pose from 2D views and reducing delays during which motion can occur., Comment: 19 pages, 10 figures, 2 tables, fetal MRI, head-pose detection, MSER, scan automation, scan prescription, slice positioning, final published version
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- 2021
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6. Unsupervised learning of MRI tissue properties using MRI physics models
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Varadarajan, Divya, Bouman, Katherine L., van der Kouwe, Andre, Fischl, Bruce, and Dalca, Adrian V.
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Electrical Engineering and Systems Science - Image and Video Processing ,Computer Science - Computer Vision and Pattern Recognition ,Quantitative Biology - Neurons and Cognition ,Quantitative Biology - Quantitative Methods - Abstract
In neuroimaging, MRI tissue properties characterize underlying neurobiology, provide quantitative biomarkers for neurological disease detection and analysis, and can be used to synthesize arbitrary MRI contrasts. Estimating tissue properties from a single scan session using a protocol available on all clinical scanners promises to reduce scan time and cost, enable quantitative analysis in routine clinical scans and provide scan-independent biomarkers of disease. However, existing tissue properties estimation methods - most often $\mathbf{T_1}$ relaxation, $\mathbf{T_2^*}$ relaxation, and proton density ($\mathbf{PD}$) - require data from multiple scan sessions and cannot estimate all properties from a single clinically available MRI protocol such as the multiecho MRI scan. In addition, the widespread use of non-standard acquisition parameters across clinical imaging sites require estimation methods that can generalize across varying scanner parameters. However, existing learning methods are acquisition protocol specific and cannot estimate from heterogenous clinical data from different imaging sites. In this work we propose an unsupervised deep-learning strategy that employs MRI physics to estimate all three tissue properties from a single multiecho MRI scan session, and generalizes across varying acquisition parameters. The proposed strategy optimizes accurate synthesis of new MRI contrasts from estimated latent tissue properties, enabling unsupervised training, we also employ random acquisition parameters during training to achieve acquisition generalization. We provide the first demonstration of estimating all tissue properties from a single multiecho scan session. We demonstrate improved accuracy and generalizability for tissue property estimation and MRI synthesis., Comment: 11 Pages, 9 figures
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- 2021
7. Correction to: Similar cortical morphometry trajectories from 5 to 9 years in children with perinatal HIV who started treatment before age 2 years and uninfected controls
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Nwosu, Emmanuel C., Holmes, Martha J., Cotton, Mark F., Dobbels, Els, Little, Francesca, Laughton, Barbara, van der Kouwe, Andre, Robertson, Frances, and Meintjes, Ernesta M.
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- 2023
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8. Similar cortical morphometry trajectories from 5 to 9 years in children with perinatal HIV who started treatment before age 2 years and uninfected controls
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Nwosu, Emmanuel C., Holmes, Martha J., Cotton, Mark F., Dobbels, Els, Little, Francesca, Laughton, Barbara, van der Kouwe, Andre, Robertson, Frances, and Meintjes, Ernesta M.
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- 2023
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9. Tractography-Pathology Correlations in Traumatic Brain Injury: A TRACK-TBI Study
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Nolan, Amber L, Petersen, Cathrine, Iacono, Diego, Mac Donald, Christine L, Mukherjee, Pratik, van der Kouwe, Andre, Jain, Sonia, Stevens, Allison, Diamond, Bram R, Wang, Ruopeng, Markowitz, Amy J, Fischl, Bruce, Perl, Daniel P, Manley, Geoffrey T, Keene, C Dirk, Diaz-Arrastia, Ramon, Edlow, Brian L, Adeoye, Opeolu, Badjatia, Neeraj, Boase, Kim, Barber, Jason, Bodien, Yelena, Bullock, M Ross, Chesnut, Randall, Corrigan, John D, Crawford, Karen, Dikmen, Sureyya, Duhaime, Ann-Christine, Ellenbogen, Richard, Feeser, V Ramana, Ferguson, Adam R, Foreman, Brandon, Gardner, Raquel, Gaudette, Etienne, Giacino, Joseph, Goldman, Dana, Gonzalez, Luis, Gopinath, Shankar, Gullapalli, Rao, Hemphill, J Claude, Hotz, Gillian, Korley, Frederick K, Kramer, Joel, Kreitzer, Natalie, Levin, Harvey, Lindsell, Chris, Machamer, Joan, Madden, Christopher, Martin, Alastair, McAllister, Thomas, McCrea, Michael, Merchant, Randall, Nelson, Lindsay, Ngwenya, Laura B, Noel, Florence, Okonkwo, David, Palacios, Eva, Puccio, Ava, Rabinowitz, Miri, Robertson, Claudia, Rosand, Jonathan, Sander, Angelle, Satris, Gabriella, Schnyer, David, Seabury, Seth, Sherer, Mark, Stein, Murray, Taylor, Sabrina, Temkin, Nancy, Toga, Arthur, Valadka, Alex, Vassar, Mary, Vespa, Paul, Wang, Kevin, Yue, John K, Yuh, Esther, and Zafonte, Ross
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Biomedical Imaging ,Physical Injury - Accidents and Adverse Effects ,Acquired Cognitive Impairment ,Neurosciences ,Traumatic Brain Injury (TBI) ,Traumatic Head and Spine Injury ,Brain Disorders ,Aetiology ,2.1 Biological and endogenous factors ,Neurological ,Brain Injuries ,Traumatic ,Connectome ,Diffusion Tensor Imaging ,Humans ,Male ,Middle Aged ,Neural Pathways ,contusion ,MRI ,neuropathology ,tractography ,traumatic axonal injury ,traumatic brain injury ,TRACK-TBI Investigators ,Clinical Sciences ,Neurology & Neurosurgery - Abstract
Diffusion tractography magnetic resonance imaging (MRI) can infer changes in network connectivity in patients with traumatic brain injury (TBI), but the pathological substrates of disconnected tracts have not been well defined because of a lack of high-resolution imaging with histopathological validation. We developed an ex vivo MRI protocol to analyze tract terminations at 750-μm isotropic resolution, followed by histopathological evaluation of white matter pathology, and applied these methods to a 60-year-old man who died 26 days after TBI. Analysis of 74 cerebral hemispheric white matter regions revealed a heterogeneous distribution of tract disruptions. Associated histopathology identified variable white matter injury with patchy deposition of amyloid precursor protein (APP), loss of neurofilament-positive axonal processes, myelin dissolution, astrogliosis, microgliosis, and perivascular hemosiderin-laden macrophages. Multiple linear regression revealed that tract disruption strongly correlated with the density of APP-positive axonal swellings and neurofilament loss. Ex vivo diffusion MRI can detect tract disruptions in the human brain that reflect axonal injury.
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- 2021
10. Fast Infant MRI Skullstripping with Multiview 2D Convolutional Neural Networks
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Jog, Amod, Grant, P. Ellen, Jacobson, Joseph L., van der Kouwe, Andre, Meintjes, Ernesta M., Fischl, Bruce, and Zöllei, Lilla
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Computer Science - Computer Vision and Pattern Recognition ,Electrical Engineering and Systems Science - Image and Video Processing - Abstract
Skullstripping is defined as the task of segmenting brain tissue from a full head magnetic resonance image~(MRI). It is a critical component in neuroimage processing pipelines. Downstream deformable registration and whole brain segmentation performance is highly dependent on accurate skullstripping. Skullstripping is an especially challenging task for infant~(age range 0--18 months) head MRI images due to the significant size and shape variability of the head and the brain in that age range. Infant brain tissue development also changes the $T_1$-weighted image contrast over time, making consistent skullstripping a difficult task. Existing tools for adult brain MRI skullstripping are ill equipped to handle these variations and a specialized infant MRI skullstripping algorithm is necessary. In this paper, we describe a supervised skullstripping algorithm that utilizes three trained fully convolutional neural networks~(CNN), each of which segments 2D $T_1$-weighted slices in axial, coronal, and sagittal views respectively. The three probabilistic segmentations in the three views are linearly fused and thresholded to produce a final brain mask. We compared our method to existing adult and infant skullstripping algorithms and showed significant improvement based on Dice overlap metric~(average Dice of 0.97) with a manually labeled ground truth data set. Label fusion experiments on multiple, unlabeled data sets show that our method is consistent and has fewer failure modes. In addition, our method is computationally very fast with a run time of 30 seconds per image on NVidia P40/P100/Quadro 4000 GPUs.
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- 2019
11. Correction of respiratory artifacts in MRI head motion estimates
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Fair, Damien A, Miranda-Dominguez, Oscar, Snyder, Abraham Z, Perrone, Anders, Earl, Eric A, Van, Andrew N, Koller, Jonathan M, Feczko, Eric, Tisdall, M Dylan, van der Kouwe, Andre, Klein, Rachel L, Mirro, Amy E, Hampton, Jacqueline M, Adeyemo, Babatunde, Laumann, Timothy O, Gratton, Caterina, Greene, Deanna J, Schlaggar, Bradley L, Hagler, Donald J, Watts, Richard, Garavan, Hugh, Barch, Deanna M, Nigg, Joel T, Petersen, Steven E, Dale, Anders M, Feldstein-Ewing, Sarah W, Nagel, Bonnie J, and Dosenbach, Nico UF
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Biomedical and Clinical Sciences ,Health Sciences ,Biomedical Imaging ,Neurosciences ,Clinical Research ,Adolescent ,Artifacts ,Child ,Female ,Functional Neuroimaging ,Head Movements ,Humans ,Magnetic Resonance Imaging ,Male ,Respiration ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery ,Biomedical and clinical sciences ,Health sciences - Abstract
Head motion represents one of the greatest technical obstacles in magnetic resonance imaging (MRI) of the human brain. Accurate detection of artifacts induced by head motion requires precise estimation of movement. However, head motion estimates may be corrupted by artifacts due to magnetic main field fluctuations generated by body motion. In the current report, we examine head motion estimation in multiband resting state functional connectivity MRI (rs-fcMRI) data from the Adolescent Brain and Cognitive Development (ABCD) Study and comparison 'single-shot' datasets. We show that respirations contaminate movement estimates in functional MRI and that respiration generates apparent head motion not associated with functional MRI quality reductions. We have developed a novel approach using a band-stop filter that accurately removes these respiratory effects from motion estimates. Subsequently, we demonstrate that utilizing a band-stop filter improves post-processing fMRI data quality. Lastly, we demonstrate the real-time implementation of motion estimate filtering in our FIRMM (Framewise Integrated Real-Time MRI Monitoring) software package.
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- 2020
12. Using synthetic MR images for distortion correction
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Montez, David F., Van, Andrew N., Miller, Ryland L., Seider, Nicole A., Marek, Scott, Zheng, Annie, Newbold, Dillan J., Scheidter, Kristen, Feczko, Eric, Perrone, Anders J., Miranda-Dominguez, Oscar, Earl, Eric A., Kay, Benjamin P., Jha, Abhinav K., Sotiras, Aristeidis, Laumann, Timothy O., Greene, Deanna J., Gordon, Evan M., Tisdall, M. Dylan, van der Kouwe, Andre, Fair, Damien A., and Dosenbach, Nico U.F.
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- 2023
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13. A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology
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Iglesias, Juan Eugenio, Insausti, Ricardo, Lerma-Usabiaga, Garikoitz, Bocchetta, Martina, Van Leemput, Koen, Greve, Douglas N, van der Kouwe, Andre, Fischl, Bruce, Caballero-Gaudes, Cesar, and Paz-Alonso, Pedro M
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Quantitative Biology - Neurons and Cognition ,Computer Science - Computer Vision and Pattern Recognition ,Physics - Medical Physics - Abstract
The human thalamus is a brain structure that comprises numerous, highly specific nuclei. Since these nuclei are known to have different functions and to be connected to different areas of the cerebral cortex, it is of great interest for the neuroimaging community to study their volume, shape and connectivity in vivo with MRI. In this study, we present a probabilistic atlas of the thalamic nuclei built using ex vivo brain MRI scans and histological data, as well as the application of the atlas to in vivo MRI segmentation. The atlas was built using manual delineation of 26 thalamic nuclei on the serial histology of 12 whole thalami from six autopsy samples, combined with manual segmentations of the whole thalamus and surrounding structures (caudate, putamen, hippocampus, etc.) made on in vivo brain MR data from 39 subjects. The 3D structure of the histological data and corresponding manual segmentations was recovered using the ex vivo MRI as reference frame, and stacks of blockface photographs acquired during the sectioning as intermediate target. The atlas, which was encoded as an adaptive tetrahedral mesh, shows a good agreement with with previous histological studies of the thalamus in terms of volumes of representative nuclei. When applied to segmentation of in vivo scans using Bayesian inference, the atlas shows excellent test-retest reliability, robustness to changes in input MRI contrast, and ability to detect differential thalamic effects in subjects with Alzheimer's disease. The probabilistic atlas and companion segmentation tool are publicly available as part of the neuroimaging package FreeSurfer.
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- 2018
14. Image processing and analysis methods for the Adolescent Brain Cognitive Development Study
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Hagler, Donald J, Hatton, SeanN, Cornejo, M Daniela, Makowski, Carolina, Fair, Damien A, Dick, Anthony Steven, Sutherland, Matthew T, Casey, BJ, Barch, Deanna M, Harms, Michael P, Watts, Richard, Bjork, James M, Garavan, Hugh P, Hilmer, Laura, Pung, Christopher J, Sicat, Chelsea S, Kuperman, Joshua, Bartsch, Hauke, Xue, Feng, Heitzeg, Mary M, Laird, Angela R, Trinh, Thanh T, Gonzalez, Raul, Tapert, Susan F, Riedel, Michael C, Squeglia, Lindsay M, Hyde, Luke W, Rosenberg, Monica D, Earl, Eric A, Howlett, Katia D, Baker, Fiona C, Soules, Mary, Diaz, Jazmin, de Leon, Octavio Ruiz, Thompson, Wesley K, Neale, Michael C, Herting, Megan, Sowell, Elizabeth R, Alvarez, Ruben P, Hawes, Samuel W, Sanchez, Mariana, Bodurka, Jerzy, Breslin, Florence J, Morris, Amanda Sheffield, Paulus, Martin P, Simmons, W Kyle, Polimeni, Jonathan R, van der Kouwe, Andre, Nencka, Andrew S, Gray, Kevin M, Pierpaoli, Carlo, Matochik, John A, Noronha, Antonio, Aklin, Will M, Conway, Kevin, Glantz, Meyer, Hoffman, Elizabeth, Little, Roger, Lopez, Marsha, Pariyadath, Vani, Weiss, Susan RB, Wolff-Hughes, Dana L, DelCarmen-Wiggins, Rebecca, Ewing, Sarah W Feldstein, Miranda-Dominguez, Oscar, Nagel, Bonnie J, Perrone, Anders J, Sturgeon, Darrick T, Goldstone, Aimee, Pfefferbaum, Adolf, Pohl, Kilian M, Prouty, Devin, Uban, Kristina, Bookheimer, Susan Y, Dapretto, Mirella, Galvan, Adriana, Bagot, Kara, Giedd, Jay, Infante, M Alejandra, Jacobus, Joanna, Patrick, Kevin, Shilling, Paul D, Desikan, Rahul, Li, Yi, Sugrue, Leo, Banich, Marie T, Friedman, Naomi, Hewitt, John K, Hopfer, Christian, Sakai, Joseph, Tanabe, Jody, Cottler, Linda B, Nixon, Sara Jo, Chang, Linda, Cloak, Christine, Ernst, Thomas, Reeves, Gloria, Kennedy, David N, Heeringa, Steve, and Peltier, Scott
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Biomedical and Clinical Sciences ,Health Sciences ,Neurosciences ,Basic Behavioral and Social Science ,Substance Misuse ,Brain Disorders ,Biomedical Imaging ,Behavioral and Social Science ,Mental Health ,Pediatric ,Clinical Research ,Drug Abuse (NIDA only) ,Women's Health ,Mental Illness ,Mental health ,Neurological ,Good Health and Well Being ,Adolescent ,Adolescent Development ,Brain ,Brain Mapping ,Diffusion Magnetic Resonance Imaging ,Humans ,Image Processing ,Computer-Assisted ,Magnetic Resonance Imaging ,Multimodal Imaging ,Signal Processing ,Computer-Assisted ,Magnetic resonance imaging ,ABCD ,Data sharing ,Processing pipeline ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery ,Biomedical and clinical sciences ,Health sciences - Abstract
The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing, nationwide study of the effects of environmental influences on behavioral and brain development in adolescents. The main objective of the study is to recruit and assess over eleven thousand 9-10-year-olds and follow them over the course of 10 years to characterize normative brain and cognitive development, the many factors that influence brain development, and the effects of those factors on mental health and other outcomes. The study employs state-of-the-art multimodal brain imaging, cognitive and clinical assessments, bioassays, and careful assessment of substance use, environment, psychopathological symptoms, and social functioning. The data is a resource of unprecedented scale and depth for studying typical and atypical development. The aim of this manuscript is to describe the baseline neuroimaging processing and subject-level analysis methods used by ABCD. Processing and analyses include modality-specific corrections for distortions and motion, brain segmentation and cortical surface reconstruction derived from structural magnetic resonance imaging (sMRI), analysis of brain microstructure using diffusion MRI (dMRI), task-related analysis of functional MRI (fMRI), and functional connectivity analysis of resting-state fMRI. This manuscript serves as a methodological reference for users of publicly shared neuroimaging data from the ABCD Study.
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- 2019
15. Perivascular space dilation is associated with vascular amyloid-β accumulation in the overlying cortex
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Perosa, Valentina, Oltmer, Jan, Munting, Leon P., Freeze, Whitney M., Auger, Corinne A., Scherlek, Ashley A., van der Kouwe, Andre J., Iglesias, Juan Eugenio, Atzeni, Alessia, Bacskai, Brian J., Viswanathan, Anand, Frosch, Matthew P., Greenberg, Steven M., and van Veluw, Susanne J.
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- 2022
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16. The Lifespan Human Connectome Project in Aging: An overview
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Bookheimer, Susan Y, Salat, David H, Terpstra, Melissa, Ances, Beau M, Barch, Deanna M, Buckner, Randy L, Burgess, Gregory C, Curtiss, Sandra W, Diaz-Santos, Mirella, Elam, Jennifer Stine, Fischl, Bruce, Greve, Douglas N, Hagy, Hannah A, Harms, Michael P, Hatch, Olivia M, Hedden, Trey, Hodge, Cynthia, Japardi, Kevin C, Kuhn, Taylor P, Ly, Timothy K, Smith, Stephen M, Somerville, Leah H, Uğurbil, Kâmil, van der Kouwe, Andre, Van Essen, David, Woods, Roger P, and Yacoub, Essa
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Behavioral and Social Science ,Bioengineering ,Biomedical Imaging ,Neurosciences ,Aging ,Clinical Research ,Mental Health ,Basic Behavioral and Social Science ,Brain Disorders ,Underpinning research ,1.1 Normal biological development and functioning ,Mental health ,Neurological ,Adult ,Aged ,Aged ,80 and over ,Brain ,Connectome ,Female ,Humans ,Longevity ,Male ,Middle Aged ,Models ,Neurological ,Multimodal Imaging ,Nerve Net ,Neuroimaging ,Research Design ,MRI ,Connectivity ,Connectomics ,fMRI ,Diffusion imaging ,Morphometry ,Functional connectivity ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery - Abstract
The original Human Connectome Project yielded a rich data set on structural and functional connectivity in a large sample of healthy young adults using improved methods of data acquisition, analysis, and sharing. More recent efforts are extending this approach to include infants, children, older adults, and brain disorders. This paper introduces and describes the Human Connectome Project in Aging (HCP-A), which is currently recruiting 1200 + healthy adults aged 36 to 100+, with a subset of 600 + participants returning for longitudinal assessment. Four acquisition sites using matched Siemens Prisma 3T MRI scanners with centralized quality control and data analysis are enrolling participants. Data are acquired across multimodal imaging and behavioral domains with a focus on factors known to be altered in advanced aging. MRI acquisitions include structural (whole brain and high resolution hippocampal) plus multiband resting state functional (rfMRI), task fMRI (tfMRI), diffusion MRI (dMRI), and arterial spin labeling (ASL). Behavioral characterization includes cognitive (such as processing speed and episodic memory), psychiatric, metabolic, and socioeconomic measures as well as assessment of systemic health (with a focus on menopause via hormonal assays). This dataset will provide a unique resource for examining how brain organization and connectivity changes across typical aging, and how these differences relate to key characteristics of aging including alterations in hormonal status and declining memory and general cognition. A primary goal of the HCP-A is to make these data freely available to the scientific community, supported by the Connectome Coordination Facility (CCF) platform for data quality assurance, preprocessing and basic analysis, and shared via the NIMH Data Archive (NDA). Here we provide the rationale for our study design and sufficient details of the resource for scientists to plan future analyses of these data. A companion paper describes the related Human Connectome Project in Development (HCP-D, Somerville et al., 2018), and the image acquisition protocol common to both studies (Harms et al., 2018).
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- 2019
17. Extending the Human Connectome Project across ages: Imaging protocols for the Lifespan Development and Aging projects
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Harms, Michael P, Somerville, Leah H, Ances, Beau M, Andersson, Jesper, Barch, Deanna M, Bastiani, Matteo, Bookheimer, Susan Y, Brown, Timothy B, Buckner, Randy L, Burgess, Gregory C, Coalson, Timothy S, Chappell, Michael A, Dapretto, Mirella, Douaud, Gwenaëlle, Fischl, Bruce, Glasser, Matthew F, Greve, Douglas N, Hodge, Cynthia, Jamison, Keith W, Jbabdi, Saad, Kandala, Sridhar, Li, Xiufeng, Mair, Ross W, Mangia, Silvia, Marcus, Daniel, Mascali, Daniele, Moeller, Steen, Nichols, Thomas E, Robinson, Emma C, Salat, David H, Smith, Stephen M, Sotiropoulos, Stamatios N, Terpstra, Melissa, Thomas, Kathleen M, Tisdall, M Dylan, Ugurbil, Kamil, van der Kouwe, Andre, Woods, Roger P, Zöllei, Lilla, Van Essen, David C, and Yacoub, Essa
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Basic Behavioral and Social Science ,Aging ,Biomedical Imaging ,Behavioral and Social Science ,Neurosciences ,Clinical Research ,Adolescent ,Adult ,Aged ,Aged ,80 and over ,Brain ,Child ,Child ,Preschool ,Connectome ,Female ,Humans ,Longevity ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Young Adult ,Connectomics ,Resting-state ,Functional connectivity ,Task ,Diffusion ,Perfusion ,Development ,Lifespan ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery - Abstract
The Human Connectome Projects in Development (HCP-D) and Aging (HCP-A) are two large-scale brain imaging studies that will extend the recently completed HCP Young-Adult (HCP-YA) project to nearly the full lifespan, collecting structural, resting-state fMRI, task-fMRI, diffusion, and perfusion MRI in participants from 5 to 100+ years of age. HCP-D is enrolling 1300+ healthy children, adolescents, and young adults (ages 5-21), and HCP-A is enrolling 1200+ healthy adults (ages 36-100+), with each study collecting longitudinal data in a subset of individuals at particular age ranges. The imaging protocols of the HCP-D and HCP-A studies are very similar, differing primarily in the selection of different task-fMRI paradigms. We strove to harmonize the imaging protocol to the greatest extent feasible with the completed HCP-YA (1200+ participants, aged 22-35), but some imaging-related changes were motivated or necessitated by hardware changes, the need to reduce the total amount of scanning per participant, and/or the additional challenges of working with young and elderly populations. Here, we provide an overview of the common HCP-D/A imaging protocol including data and rationales for protocol decisions and changes relative to HCP-YA. The result will be a large, rich, multi-modal, and freely available set of consistently acquired data for use by the scientific community to investigate and define normative developmental and aging related changes in the healthy human brain.
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- 2018
18. Using short-read 16S rRNA sequencing of multiple variable regions to generate high-quality results to a species level.
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Graham, Amy S, primary, Patel, Fadheela, additional, Little, Francesca, additional, van der Kouwe, Andre, additional, Kaba, Mamadou, additional, and Holmes, Martha J, additional
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- 2024
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19. Multivariate approach for longitudinal analysis of brain metabolite levels from ages 5-11 years in children with perinatal HIV infection
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van Biljon, Noëlle, Robertson, Frances, Holmes, Martha, Cotton, Mark F, Laughton, Barbara, van der Kouwe, Andre, Meintjes, Ernesta, and Little, Francesca
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- 2021
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20. Cortical structural changes related to early antiretroviral therapy (ART) interruption in perinatally HIV-infected children at 5 years of age
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Nwosu, Emmanuel C., Holmes, Martha J., Cotton, Mark F., Dobbels, Els, Little, Francesca, Laughton, Barbara, van der Kouwe, Andre, Meintjes, Ernesta M., and Robertson, Frances
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- 2021
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21. Cognitive outcomes at ages seven and nine years in South African children from the children with HIV early antiretroviral (CHER) trial: a longitudinal investigation
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Wyhe, Kaylee S. van, Laughton, Barbara, Cotton, Mark F., Meintjes, Ernesta M., van der Kouwe, Andre J.W., Boivin, Michael J., Kidd, Martin, and Thomas, Kevin G.F.
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HIV infection in children -- Drug therapy -- Complications and side effects ,Antiviral agents -- Testing ,Cognition disorders -- Risk factors ,Pediatric research ,Health - Abstract
Introduction: Many children living with HIV (CLWH) display impaired cognition. Although early combination antiretrovira therapy (ART) produces improved cognitive outcomes, more long-term outcome data are needed. After concluding the Children with HIV Early antiRetroviral (CHER) trial in 2011, we investigated cognitive performance, at seven and nine years of age. Participants had been randomized to deferred ART (ART-Def; n = 22); immediate time-limited ART for 40 weeks (ART40W; n = 30) and immediate time-limited ART for 96 weeks (ART-96W; n = 18). We also recruited HIV-exposed uninfected (CHEU; n = 28) and HIV-unexposed (CHU; n = 35) children. Methods: Data were collected between May 2012 and December 2017. Mixed-model repeated-measures ANOVAs assessed differences over time between CLWH (ART-40W, ART-96W and ART-Def) and CHIV- CHEU and CHU between ART-Early (ART-40W and ART-96W), ART-Def, CHEU and CHU; and between ART-40W, ART-96W, ART-Def, CHEU and CHU. Results: All comparisons found significant effects of Time for most outcome variables (better scores at nine than at seven years; ps < 0.05). The first ANOVAs found that for (a) motor dexterity, CLWH performed worse than CHIV- at seven years (p < 0.001) but improved to equivalence at nine years, (b) visual-spatial processing and problem solving, only CLWH (p < 0.04) showed significant performance improvement over time and (c) working memory and executive function, CLWH performed worse than CHIV- at both seven and nine years (p = 0.03 and 0.04). The second ANOVAs found that for (a) working memory, CHU performed better than ART-Early and CHEU (p < 0.01 and 0.17). Similarly, for motor dexterity, ART-Def performed worse than ART-96W, CHEU and CHU at seven years (p < 0.04, 0.20). Conclusions: Although neurocognitive developmental trajectories for treatment groups and controls were largely similar (i.e. performance improvements from 7 to 9), all ART-treated children, regardless of treatment arm, remain at risk for cognitive deficits over early school ages. Although the nature of these deficits may change as cognitive development proceeds, there are potential negative consequences for these children's future learning, reasoning and adaptive functioning. Keywords: antiretroviral therapy; The Children with HIV Early Antiretrovira Therapy (CHER) trial; HIV/AIDS; HIV-associated neurocognitive impairment; paediatric HIV; working memory, 1 | INTRODUCTION Despite treatment advances, many children living with HIV (CLWH) have impaired cognitive performance [1-3]. Early and severe HIV-related neurological manifestations such as encephalopathy, increase the risk of [...]
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- 2021
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22. Cross-Vendor Test-Retest Validation of Diffusion Tensor Image Analysis along the Perivascular Space (DTI-ALPS) for Evaluating Glymphatic System Function.
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Xiaodan Liu, Barisano, Giuseppe, Xingfeng Shao, Jann, Kay, Ringman, John M., Hanzhang Lu, Arfanakis, Konstantinos, Caprihan, Arvind, DeCarli, Charles, Gold, Brian T., Maillard, Pauline, Satizabal, Claudia L., Fadaee, Elyas, Habes, Mohamad, Stables, Lara, Singh, Herpreet, Fischl, Bruce, van der Kouwe, Andre, Schwab, Kristin, and Helmer, Karl G.
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DIFFUSION tensor imaging ,BIOMARKERS - Abstract
The diffusion tensor image analysis along the perivascular space (DTI-ALPS) method was proposed to evaluate glymphatic system (GS) function. However, few studies have validated its reliability and reproducibility. Fifty participants’ DTI data from the MarkVCID consortium were included in this study. Two pipelines by using DSI studio and FSL software were developed for data processing and ALPS index calculation. The ALPS index was obtained by the average of bilateral ALPS index and was used for testing the cross-vendor, inter-rater and test-retest reliability by using R studio software. The ALPS index demonstrated favorable inter-scanner reproducibility (ICC=0.77 to 0.95, P< 0.001), inter-rater reliability (ICC=0.96 to 1, P< 0.001) and test-retest repeatability (ICC=0.89 to 0.95, P< 0.001), offering a potential biomarker for in vivo evaluation of GS function. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Correction of respiratory artifacts in MRI head motion estimates
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Fair, Damien A., Miranda-Dominguez, Oscar, Snyder, Abraham Z., Perrone, Anders, Earl, Eric A., Van, Andrew N., Koller, Jonathan M., Feczko, Eric, Tisdall, M. Dylan, van der Kouwe, Andre, Klein, Rachel L., Mirro, Amy E., Hampton, Jacqueline M., Adeyemo, Babatunde, Laumann, Timothy O., Gratton, Caterina, Greene, Deanna J., Schlaggar, Bradley L., Hagler, Donald J., Jr., Watts, Richard, Garavan, Hugh, Barch, Deanna M., Nigg, Joel T., Petersen, Steven E., Dale, Anders M., Feldstein-Ewing, Sarah W., Nagel, Bonnie J., and Dosenbach, Nico U.F.
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- 2020
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24. Reduced white matter maturation in the central auditory system of children living with HIV
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Madzime, Joanah, primary, Jankiewicz, Marcin, additional, Meintjes, Ernesta M., additional, Torre, Peter, additional, Laughton, Barbara, additional, van der Kouwe, Andre J. W., additional, and Holmes, Martha, additional
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- 2024
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25. MRS suggests multi-regional inflammation and white matter axonal damage at 11 years following perinatal HIV infection
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Graham, Amy S., Holmes, Martha J., Little, Francesca, Dobbels, Els, Cotton, Mark F., Laughton, Barbara, van der Kouwe, Andre, Meintjes, Ernesta M., and Robertson, Frances C.
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- 2020
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26. Chemical Exchange Saturation Transfer MRI Optimal Continuous Wave RF Irradiation Parameters for Glycogen (glycoCEST) Detection
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Simegn, Gizeaddis Lamesgin, Alhamud, Ali, Robertson, Frances, and van der Kouwe, Andre J. W.
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- 2020
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27. Histopathology of diffusion-weighted imaging-positive lesions in cerebral amyloid angiopathy
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ter Telgte, Annemieke, Scherlek, Ashley A., Reijmer, Yael D., van der Kouwe, Andre J., van Harten, Thijs, Duering, Marco, Bacskai, Brian J., de Leeuw, Frank-Erik, Frosch, Matthew P., Greenberg, Steven M., and van Veluw, Susanne J.
- Published
- 2020
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28. Image processing and analysis methods for the Adolescent Brain Cognitive Development Study
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Hagler, Donald J., Jr., Hatton, SeanN., Cornejo, M. Daniela, Makowski, Carolina, Fair, Damien A., Dick, Anthony Steven, Sutherland, Matthew T., Casey, B.J., Barch, Deanna M., Harms, Michael P., Watts, Richard, Bjork, James M., Garavan, Hugh P., Hilmer, Laura, Pung, Christopher J., Sicat, Chelsea S., Kuperman, Joshua, Bartsch, Hauke, Xue, Feng, Heitzeg, Mary M., Laird, Angela R., Trinh, Thanh T., Gonzalez, Raul, Tapert, Susan F., Riedel, Michael C., Squeglia, Lindsay M., Hyde, Luke W., Rosenberg, Monica D., Earl, Eric A., Howlett, Katia D., Baker, Fiona C., Soules, Mary, Diaz, Jazmin, de Leon, Octavio Ruiz, Thompson, Wesley K., Neale, Michael C., Herting, Megan, Sowell, Elizabeth R., Alvarez, Ruben P., Hawes, Samuel W., Sanchez, Mariana, Bodurka, Jerzy, Breslin, Florence J., Morris, Amanda Sheffield, Paulus, Martin P., Simmons, W. Kyle, Polimeni, Jonathan R., van der Kouwe, Andre, Nencka, Andrew S., Gray, Kevin M., Pierpaoli, Carlo, Matochik, John A., Noronha, Antonio, Aklin, Will M., Conway, Kevin, Glantz, Meyer, Hoffman, Elizabeth, Little, Roger, Lopez, Marsha, Pariyadath, Vani, Weiss, Susan RB., Wolff-Hughes, Dana L., DelCarmen-Wiggins, Rebecca, Feldstein Ewing, Sarah W., Miranda-Dominguez, Oscar, Nagel, Bonnie J., Perrone, Anders J., Sturgeon, Darrick T., Goldstone, Aimee, Pfefferbaum, Adolf, Pohl, Kilian M., Prouty, Devin, Uban, Kristina, Bookheimer, Susan Y., Dapretto, Mirella, Galvan, Adriana, Bagot, Kara, Giedd, Jay, Infante, M. Alejandra, Jacobus, Joanna, Patrick, Kevin, Shilling, Paul D., Desikan, Rahul, Li, Yi, Sugrue, Leo, Banich, Marie T., Friedman, Naomi, Hewitt, John K., Hopfer, Christian, Sakai, Joseph, Tanabe, Jody, Cottler, Linda B., Nixon, Sara Jo, Chang, Linda, Cloak, Christine, Ernst, Thomas, Reeves, Gloria, Kennedy, David N., Heeringa, Steve, Peltier, Scott, Schulenberg, John, Sripada, Chandra, Zucker, Robert A., Iacono, William G., Luciana, Monica, Calabro, Finnegan J., Clark, Duncan B., Lewis, David A., Luna, Beatriz, Schirda, Claudiu, Brima, Tufikameni, Foxe, John J., Freedman, Edward G., Mruzek, Daniel W., Mason, Michael J., Huber, Rebekah, McGlade, Erin, Prescot, Andrew, Renshaw, Perry F., Yurgelun-Todd, Deborah A., Allgaier, Nicholas A., Dumas, Julie A., Ivanova, Masha, Potter, Alexandra, Florsheim, Paul, Larson, Christine, Lisdahl, Krista, Charness, Michael E., Fuemmeler, Bernard, Hettema, John M., Maes, Hermine H., Steinberg, Joel, Anokhin, Andrey P., Glaser, Paul, Heath, Andrew C., Madden, Pamela A., Baskin-Sommers, Arielle, Constable, R. Todd, Grant, Steven J., Dowling, Gayathri J., Brown, Sandra A., Jernigan, Terry L., and Dale, Anders M.
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- 2019
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29. Multimodal MRI reveals brainstem connections that sustain wakefulness in human consciousness.
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Edlow, Brian L., Olchanyi, Mark, Freeman, Holly J., Li, Jian, Maffei, Chiara, Snider, Samuel B., Zöllei, Lilla, Iglesias, J. Eugenio, Augustinack, Jean, Bodien, Yelena G., Haynes, Robin L., Greve, Douglas N., Diamond, Bram R., Stevens, Allison, Giacino, Joseph T., Destrieux, Christophe, van der Kouwe, Andre, Brown, Emery N., Folkerth, Rebecca D., and Fischl, Bruce
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DIFFUSION magnetic resonance imaging ,WAKEFULNESS ,DEFAULT mode network ,MAGNETIC resonance imaging ,CONSCIOUSNESS - Abstract
Consciousness is composed of arousal (i.e., wakefulness) and awareness. Substantial progress has been made in mapping the cortical networks that underlie awareness in the human brain, but knowledge about the subcortical networks that sustain arousal in humans is incomplete. Here, we aimed to map the connectivity of a proposed subcortical arousal network that sustains wakefulness in the human brain, analogous to the cortical default mode network (DMN) that has been shown to contribute to awareness. We integrated data from ex vivo diffusion magnetic resonance imaging (MRI) of three human brains, obtained at autopsy from neurologically normal individuals, with immunohistochemical staining of subcortical brain sections. We identified nodes of the proposed default ascending arousal network (dAAN) in the brainstem, hypothalamus, thalamus, and basal forebrain. Deterministic and probabilistic tractography analyses of the ex vivo diffusion MRI data revealed projection, association, and commissural pathways linking dAAN nodes with one another and with DMN nodes. Complementary analyses of in vivo 7-tesla resting-state functional MRI data from the Human Connectome Project identified the dopaminergic ventral tegmental area in the midbrain as a widely connected hub node at the nexus of the subcortical arousal and cortical awareness networks. Our network-based autopsy methods and connectivity data provide a putative neuroanatomic architecture for the integration of arousal and awareness in human consciousness. Editor's summary: Wakefulness is essential for human consciousness, but the brain connections underpinning wakefulness are unclear. Edlow et al. now map a neural network called the default ascending arousal network (dAAN) that they propose sustains human wakefulness. Using three human brains obtained at autopsy, the researchers examined the brains by ex vivo magnetic resonance imaging (MRI) and immunohistochemistry of brain sections. They report that the subcortical dAAN is linked to the cortical default mode network (DMN) that contributes to awareness (another key element of human consciousness). Functional MRI analyses from the Human Connectome Project further revealed a dAAN-DMN connectivity hub within the dopaminergic ventral tegmental area, suggesting how arousal and awareness in human consciousness might be integrated in the human brain. —Orla Smith [ABSTRACT FROM AUTHOR]
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- 2024
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30. The Lifespan Human Connectome Project in Aging: An overview
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Bookheimer, Susan Y., Salat, David H., Terpstra, Melissa, Ances, Beau M., Barch, Deanna M., Buckner, Randy L., Burgess, Gregory C., Curtiss, Sandra W., Diaz-Santos, Mirella, Elam, Jennifer Stine, Fischl, Bruce, Greve, Douglas N., Hagy, Hannah A., Harms, Michael P., Hatch, Olivia M., Hedden, Trey, Hodge, Cynthia, Japardi, Kevin C., Kuhn, Taylor P., Ly, Timothy K., Smith, Stephen M., Somerville, Leah H., Uğurbil, Kâmil, van der Kouwe, Andre, Van Essen, David, Woods, Roger P., and Yacoub, Essa
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- 2019
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31. Whole-slice mapping of GABA and GABA+ at 7T via adiabatic MEGA-editing, real-time instability correction, and concentric circle readout
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Moser, Philipp, Hingerl, Lukas, Strasser, Bernhard, Považan, Michal, Hangel, Gilbert, Andronesi, Ovidiu C., van der Kouwe, Andre, Gruber, Stephan, Trattnig, Siegfried, and Bogner, Wolfgang
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- 2019
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32. Segmentation of supragranular and infragranular layers in ultra-high resolution 7T ex vivo MRI of the human cerebral cortex
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Zeng, Xiangrui, primary, Puonti, Oula, additional, Sayeed, Areej, additional, Herisse, Rogeny, additional, Mora, Jocelyn, additional, Evancic, Kathryn, additional, Varadarajan, Divya, additional, Balbastre, Yael, additional, Costantini, Irene, additional, Scardigli, Marina, additional, Ramazzotti, Josephine, additional, DiMeo, Danila, additional, Mazzamuto, Giacomo, additional, Pesce, Luca, additional, Brady, Niamh, additional, Cheli, Franco, additional, Pavone, Francesco Saverio, additional, Hof, Patrick R., additional, Frost, Robert, additional, Augustinack, Jean, additional, van der Kouwe, Andre, additional, Iglesias, Juan Eugenio, additional, and Fischl, Bruce, additional
- Published
- 2023
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33. Cross vendor test‐retest validation of diffusion tensor analysis along the perivascular space (DTI‐ALPS) method for evaluating glymphatic system function in vascular cognitive impairment and dementia (VCID)
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Liu, Xiaodan, primary, Barisano, Giuseppe, additional, Shao, Xingfeng, additional, Jann, Kay, additional, Ringman, John M, additional, Lu, Hanzhang, additional, Arfanakis, Konstantinos, additional, Arvind, Caprihan, additional, Decarli, Charles, additional, Gold, Brian T., additional, Maillard, Pauline, additional, Satizabal, Clandia L., additional, Fadaee, Elyas, additional, Habes, Mohamad, additional, Stables, Lara, additional, Singh, Herpreet, additional, Fischl, Bruce, additional, van der Kouwe, Andre J., additional, Schwab, Kristin, additional, Helmer, Karl G., additional, Greenberg, Steven M., additional, and Wang, Danny J.J., additional
- Published
- 2023
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34. Brain Pathways in LIS1-Associated Lissencephaly Revealed by Diffusion MRI Tractography
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Ortug, Alpen, primary, Valli, Briana, additional, Alatorre Warren, José Luis, additional, Shiohama, Tadashi, additional, van der Kouwe, Andre, additional, and Takahashi, Emi, additional
- Published
- 2023
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35. Extending the Human Connectome Project across ages: Imaging protocols for the Lifespan Development and Aging projects
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Harms, Michael P., Somerville, Leah H., Ances, Beau M., Andersson, Jesper, Barch, Deanna M., Bastiani, Matteo, Bookheimer, Susan Y., Brown, Timothy B., Buckner, Randy L., Burgess, Gregory C., Coalson, Timothy S., Chappell, Michael A., Dapretto, Mirella, Douaud, Gwenaëlle, Fischl, Bruce, Glasser, Matthew F., Greve, Douglas N., Hodge, Cynthia, Jamison, Keith W., Jbabdi, Saad, Kandala, Sridhar, Li, Xiufeng, Mair, Ross W., Mangia, Silvia, Marcus, Daniel, Mascali, Daniele, Moeller, Steen, Nichols, Thomas E., Robinson, Emma C., Salat, David H., Smith, Stephen M., Sotiropoulos, Stamatios N., Terpstra, Melissa, Thomas, Kathleen M., Tisdall, M. Dylan, Ugurbil, Kamil, van der Kouwe, Andre, Woods, Roger P., Zöllei, Lilla, Van Essen, David C., and Yacoub, Essa
- Published
- 2018
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36. Prenatal methamphetamine exposure is associated with reduced subcortical volumes in neonates
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Warton, Fleur L., Meintjes, Ernesta M., Warton, Christopher M.R., Molteno, Christopher D., Lindinger, Nadine M., Carter, R. Colin, Zöllei, Lilla, Wintermark, Pia, Jacobson, Joseph L., van der Kouwe, Andre, and Jacobson, Sandra W.
- Published
- 2018
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37. A cellular resolution atlas of Broca’s area
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Costantini, Irene, primary, Morgan, Leah, additional, Yang, Jiarui, additional, Balbastre, Yael, additional, Varadarajan, Divya, additional, Pesce, Luca, additional, Scardigli, Marina, additional, Mazzamuto, Giacomo, additional, Gavryusev, Vladislav, additional, Castelli, Filippo Maria, additional, Roffilli, Matteo, additional, Silvestri, Ludovico, additional, Laffey, Jessie, additional, Raia, Sophia, additional, Varghese, Merina, additional, Wicinski, Bridget, additional, Chang, Shuaibin, additional, Chen, Ichun Anderson, additional, Wang, Hui, additional, Cordero, Devani, additional, Vera, Matthew, additional, Nolan, Jackson, additional, Nestor, Kimberly, additional, Mora, Jocelyn, additional, Iglesias, Juan Eugenio, additional, Garcia Pallares, Erendira, additional, Evancic, Kathryn, additional, Augustinack, Jean C., additional, Fogarty, Morgan, additional, Dalca, Adrian V., additional, Frosch, Matthew P., additional, Magnain, Caroline, additional, Frost, Robert, additional, van der Kouwe, Andre, additional, Chen, Shih-Chi, additional, Boas, David A., additional, Pavone, Francesco Saverio, additional, Fischl, Bruce, additional, and Hof, Patrick R., additional
- Published
- 2023
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38. A review of the auditory-gut-brain axis
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Graham, Amy S., primary, Ben-Azu, Benneth, additional, Tremblay, Marie-Ève, additional, Torre, Peter, additional, Senekal, Marjanne, additional, Laughton, Barbara, additional, van der Kouwe, Andre, additional, Jankiewicz, Marcin, additional, Kaba, Mamadou, additional, and Holmes, Martha J., additional
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- 2023
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39. An integrated RF-receive/B0-shim array coil boosts performance of whole-brain MR spectroscopic imaging at 7 T
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Esmaeili, Morteza, Stockmann, Jason, Strasser, Bernhard, Arango, Nicolas, Thapa, Bijaya, Wang, Zhe, van der Kouwe, Andre, Dietrich, Jorg, Cahill, Daniel P., Batchelor, Tracy T., White, Jacob, Adalsteinsson, Elfar, Wald, Lawrence, and Andronesi, Ovidiu C.
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- 2020
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40. Multi-modal analysis of inflammation as a potential mediator of depressive symptoms in young people with HIV: The GOLD depression study.
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Mudra Rakshasa-Loots, Arish, Naidoo, Shalena, Hamana, Thandi, Fanqa, Busiswa, van Wyhe, Kaylee S., Lindani, Filicity, van der Kouwe, Andre J. W., Glashoff, Richard, Kruger, Sharon, Robertson, Frances, Cox, Simon R., Meintjes, Ernesta M., and Laughton, Barbara
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YOUNG adults ,INFLAMMATORY mediators ,BIOMARKERS ,MENTAL depression ,HIV-positive persons ,NUCLEAR magnetic resonance spectroscopy - Abstract
People living with HIV are at three times greater risk for depressive symptoms. Inflammation is a notable predictor of depression, and people with HIV exhibit chronic inflammation despite antiretroviral therapy. We hypothesised that inflammatory biomarkers may mediate the association between HIV status and depressive symptoms. Participants (N = 60, 53% girls, median [interquartile range (IQR)] age 15.5 [15.0, 16.0] years, 70% living with HIV, of whom 90.5% were virally-suppressed) completed the nine-item Patient Health Questionnaire (PHQ-9). We measured choline and myo-inositol in basal ganglia, midfrontal gray matter, and peritrigonal white matter using magnetic resonance spectroscopy, and 16 inflammatory proteins in blood serum using ELISA and Luminex™ multiplex immunoassays. Using structural equation mediation modelling, we calculated standardised indirect effect estimates with 95% confidence intervals. Median [IQR] total PHQ-9 score was 3 [0, 7]. HIV status was significantly associated with total PHQ-9 score (B = 3.32, p = 0.022). Participants with HIV showed a higher choline-to-creatine ratio in the basal ganglia than those without HIV (β = 0.86, p
FDR = 0.035). In blood serum, participants with HIV showed higher monocyte chemoattractant protein-1 (MCP-1, β = 0.59, pFDR = 0.040), higher chitinase-3 like-1 (YKL-40, β = 0.73, pFDR = 0.032), and lower interleukin-1beta (IL-1β, β = -0.67, pFDR = 0.047) than those without HIV. There were no significant associations of any biomarkers with total PHQ-9 score. None of the indirect effects were significant, mediating <13.1% of the association. Findings remained consistent when accounting for age, gender, and time between neuroimaging and PHQ-9 administration. Using a robust analytical approach in a community-based sample, we have shown that participants living with HIV reported greater depressive symptoms than those without HIV, but we did not find that neuroimaging and blood biomarkers of inflammation significantly mediated this association. Further studies with participants experiencing severe depression may help to elucidate the links between HIV, inflammation, and depression. [ABSTRACT FROM AUTHOR]- Published
- 2024
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41. Prenatal methamphetamine exposure is associated with corticostriatal white matter changes in neonates
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Warton, Fleur L., Taylor, Paul A., Warton, Christopher M. R., Molteno, Christopher D., Wintermark, Pia, Lindinger, Nadine M., Zöllei, Lilla, van der Kouwe, Andre, Jacobson, Joseph L., Jacobson, Sandra W., and Meintjes, Ernesta M.
- Published
- 2018
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42. Altered brain morphometry in 7-year old HIV-infected children on early ART
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Nwosu, Emmanuel C., Robertson, Frances C., Holmes, Martha J., Cotton, Mark F., Dobbels, Els, Little, Francesca, Laughton, Barbara, van der Kouwe, Andre, and Meintjes, Ernesta M.
- Published
- 2018
- Full Text
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43. Sustaining wakefulness: Brainstem connectivity in human consciousness
- Author
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Edlow, Brian L., primary, Olchanyi, Mark, additional, Freeman, Holly J., additional, Li, Jian, additional, Maffei, Chiara, additional, Snider, Samuel B., additional, Zöllei, Lilla, additional, Iglesias, J. Eugenio, additional, Augustinack, Jean, additional, Bodien, Yelena G., additional, Haynes, Robin L., additional, Greve, Douglas N., additional, Diamond, Bram R., additional, Stevens, Allison, additional, Giacino, Joseph T., additional, Destrieux, Christophe, additional, van der Kouwe, Andre, additional, Brown, Emery N., additional, Folkerth, Rebecca D., additional, Fischl, Bruce, additional, and Kinney, Hannah C., additional
- Published
- 2023
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44. Prospective motion correction with volumetric navigators (vNavs) reduces the bias and variance in brain morphometry induced by subject motion
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Tisdall, M. Dylan, Reuter, Martin, Qureshi, Abid, Buckner, Randy L., Fischl, Bruce, and van der Kouwe, André J.W.
- Published
- 2016
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45. Real-time measurement and correction of both B0 changes and subject motion in diffusion tensor imaging using a double volumetric navigated (DvNav) sequence
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Alhamud, A., Taylor, Paul A., van der Kouwe, Andre J.W., and Meintjes, Ernesta M.
- Published
- 2016
- Full Text
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46. Histopathology of diffusion imaging abnormalities in cerebral amyloid angiopathy
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van Veluw, Susanne J., Reijmer, Yael D., van der Kouwe, Andre J., Charidimou, Andreas, Riley, Grace A., Leemans, Alexander, Bacskai, Brian J., Frosch, Matthew P., Viswanathan, Anand, and Greenberg, Steven M.
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- 2019
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47. 7 Tesla MRI of the ex vivo human brain at 100 micron resolution
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Edlow, Brian L., Mareyam, Azma, Horn, Andreas, Polimeni, Jonathan R., Witzel, Thomas, Tisdall, M. Dylan, Augustinack, Jean C., Stockmann, Jason P., Diamond, Bram R., Stevens, Allison, Tirrell, Lee S., Folkerth, Rebecca D., Wald, Lawrence L., Fischl, Bruce, and van der Kouwe, Andre
- Published
- 2019
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48. Selective MRI reacquisition to extend the working range of retrospective motion correction
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Laustsen, Malte, Slipsager, Jakob, Gaaß, Thomas, Van der Kouwe, Andre, Ganz, Melanie, Hanson, Lars G., Laustsen, Malte, Slipsager, Jakob, Gaaß, Thomas, Van der Kouwe, Andre, Ganz, Melanie, and Hanson, Lars G.
- Abstract
Retrospective motion correction (RMC) can substantially reduce motion artifacts in 3D brain MRI. However, for extensive motion, RMC performance is limited. We evaluate RMC with selective reacquisition (RMC+reacq) to expand the range of correctable motion, while directly comparing to prospective motion correction (PMC) for volumetric brain MRI, using external motion tracking. Both approaches lead to significant image quality improvement and the performance of RMC+reacq and PMC was only found statistically significant in 1 of 9 comparisons. These results suggest that RMC with selective reacquisition can match the performance of PMC for 3D-MPRAGE and 3D-FLAIR sequences.
- Published
- 2023
49. Maternal ART throughout gestation prevents caudate volume reductions in neonates who are HIV exposed but uninfected
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Ibrahim, Abdulmumin, primary, Warton, Fleur L., additional, Fry, Samantha, additional, Cotton, Mark F., additional, Jacobson, Sandra W., additional, Jacobson, Joseph L., additional, Molteno, Christopher D., additional, Little, Francesca, additional, van der Kouwe, Andre J. W., additional, Laughton, Barbara, additional, Meintjes, Ernesta M., additional, and Holmes, Martha J., additional
- Published
- 2023
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50. Integration of structural MRI and epigenetic analyses hint at linked cellular defects of the subventricular zone and insular cortex in autism: Findings from a case study
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Takahashi, Emi, primary, Allan, Nina, additional, Peres, Rafael, additional, Ortug, Alpen, additional, van der Kouwe, Andre J. W., additional, Valli, Briana, additional, Ethier, Elizabeth, additional, Levman, Jacob, additional, Baumer, Nicole, additional, Tsujimura, Keita, additional, Vargas-Maya, Nauru Idalia, additional, McCracken, Trevor A., additional, Lee, Rosa, additional, and Maunakea, Alika K., additional
- Published
- 2023
- Full Text
- View/download PDF
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