Medial temporal lobe viscoelasticity and relational memory performance
Open accessAbstract
Structural and functional imaging studies have been among converging lines of evidence demonstrating the importance of the hippocampus in successful memory performance. The advent of a novel neuroimaging technique - magnetic resonance elastography (MRE) - now makes it possible for us to investigate the relationship between the microstructural integrity of hippocampal tissue and successful memory processing. Mechanical properties of brain tissue estimated with MRE provide a measure of the integrity of the underlying tissue microstructure and have proven to be sensitive measures of tissue health in neurodegeneration. However, until recently, MRE methods lacked sufficient resolution necessary to accurately examine specific neuroanatomical structures in the brain, and thus could not contribute to examination of specific structure-function relationships. In this study, we took advantage of recent developments in MRE spatial resolution and mechanical inversion techniques to measure the viscoelastic properties of the human hippocampus in vivo, and investigated how these properties reflect hippocampal function. Our data reveal a strong relationship between relative elastic/viscous behavior of the hippocampus and relational memory performance (N=20). This is the first report linking the mechanical properties of brain tissue with functional performance.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Altered mechanical properties have been associated with cognitive decline and occurrence of neurodegenerative diseases.
“Altered mechanical properties have also been associated with cognitive decline and occurrence of neurodegenerative diseases (Pavuluri et al., 2025; Schwarb et al., 2016).”
From 40 Years of diffusion MRI in the brain: From history to emerging frontiers (2026) · cites this paper as Schwarb et al., 2016
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Navigation-related structural change in the hippocampi of taxi drivers
Maguire, E. A., Gadian, D. G., Johnsrude, I. S., Good, C. D., Ashburner, J., Frackowiak, R. S. J., & Frith, C. D. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.070039597 · Cited by 3,225 · see citing works
The impact of aging and gender on brain viscoelasticity
Sack, I., Beierbach, B., Wuerfel, J., Klatt, D., Hamhaber, U., Papazoglou, S., Martus, P., & Braun, J. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.02.040 · Cited by 423 · see citing works
Functional implications of hippocampal volume and diffusivity in mild cognitive impairment
Müller, M. J., Greverus, D., Dellani, P. R., Weibrich, C., Wille, P. R., Scheurich, A., Stoeter, P., & Fellgiebel, A. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.06.029 · Cited by 210 · see citing works
Flagged first, then by citations
Research works printed but not linked: 60
- Arani A Murphy MC Glaser KJ Manduca A Lake DS Kruse SA Jack CR Ehman RL Huston J Measuring the effects of aging and sex on regional brain stiffness with MR elastography in healthy older adults NeuroImage 2015 111 59 64 25698157 PMC4387012
- Augustinack JC Helmer K Huber KE Kakunoori S Zöllei L Fischl B Direct visualization of the perforant pathway in the human brain with ex vivo diffusion tensor imaging Front Hum Neurosci 2010 4 42 20577631 PMC2889718
- Behrens TEJ Woolrich MW Jenkinson M Johansen-Berg H Nunes RG Clare S Matthews PM Brady JM Smith SM Characterization and propagation of uncertainty in diffusion-weighted MR imaging Magn Reson Med 2003 50 1077 1088 14587019
- Botvinick MM Braver TS Barch DM Carter CS Cohen JD Conflict monitoring and cognitive control Psychol Rev 2001 108 624 652 11488380
- Buckner RL Head D Parker J Fotenos AF Marcus D Morris JC Snyder AZ A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume NeuroImage 2004 23 724 738 15488422
- Chaddock L Erickson KI Prakash RS Kim JS Voss MW VanPatter M Pontifex MB Raine LB Konkel A Hillman CH Cohen NJ Kramer AF A neuroimaging investigation of the association between aerobic fitness, hippocampal volume, and memory performance in preadolescent children Brain Res 2010 1358 172 183 20735996 PMC3953557
- Cohen NJ Eichenbaum H Memory, amnesia, and the hippocampal system 1993 MIT Press
- Cohen NJ Squire LR Preserved learning and retention of pattern-analyzing skill in amnesia: dissociation of knowing how and knowing that Science 1980 210 207 210 7414331
- Cook RD Concepts and applications of finite element analysis 2007 New York John Wiley & Sons
- Dickerson BC Bakkour A Salat DH Feczko E Pacheco J Greve DN Grodstein F Wright CI Blacker D Rosas HD Sperling RA Atri A Growdon JH Hyman BT Morris JC Fischl B Buckner RL The cortical signature of Alzheimer's disease: regionally specific cortical thinning relates to symptom severity in very mild to mild AD dementia and is detectable in asymptomatic amyloid-positive individuals Cereb Cortex 2009 19 497 510 18632739 PMC2638813
- Eichenbaum H Cohen NJ From Conditioning to Conscious Recollection: Memory systems of the brain 2001 Oxford Oxford University Press
- Elkin BS Azeloglu EU Costa KD Morrison B III Mechanical heterogeneity of the rat hippocampus measured by atomic force microscope indentation J Neurotraum 2007 24 812 822 17518536
- Erickson KI Prakash RS Voss MW Chaddock L Hu L Morris KS White SM Wójcicki TR McAuley E Kramer AF Aerobic fitness is associated with hippocampal volume in elderly humans Hippocampus 2009 19 1030 1039 19123237 PMC3072565
- Erickson KI Voss MW Prakash RS Basak C Szabo A Chaddock L Kim JS Heo S Alves H White SM Wójcicki TR Mailey E Vieira VJ Martin SA Pence BD Woods JA McAuley E Kramer AF Exercise training increases size of hippocampus and improves memory P Natl Acad Sci USA 2011 108 3017 3022 PMC3041121 21282661
- Fellgiebel A Wille P Müller MJ Winterer G Scheurich A Vucurevic G Schmidt LG Stoeter P Ultrastructural hippocampal and white matter alterations in mild cognitive impairment: a diffusion tensor imaging study Dement Geriatr Cogn 2004 18 101 108 15087585
- Fischl B Salat DH Busa E Albert MS Dieterich M Haselgrove C van der Kouwe A Killiany R Kennedy D Klaveness S Montillo A Makris N Rosen B Dale AM Whole brain segmentation: Automated labeling of neuroanatomical structures in the human brain Neuron 2002 33 341 355 11832223
- Freimann FB Müller S Streitberger K-J Guo J Rot S Ghori A Vajkoczy P Reiter R Sack I Braun J MR elastography in a murine stroke model reveals correlation of macroscopic viscoelastic properties of the brain with neuronal density NMR Biomed 2013 26 1534 1539 23784982
- Glover GH Simple Analytic Spiral K-Space Algorithm Magn Reson Med 1999 42 412 415 10440968
- Guo J Hirsch S Fehlner A Papazoglou S Scheel M Braun J Sack I Towards an Elastographic Atlas of Brain Anatomy PLoS One 2013 8 e71807 23977148 PMC3743755
- Heo S Prakash RS Voss MW Erickson KI Ouyang C Sutton BP Kramer AF Resting hippocampal blood flow, spatial memory and aging Brain Res 2010 1315 119 127 20026320 PMC2822086
- Holtrop JL Van AT Sutton BP Pushing the Resolution of 3D Spin Echo Diffusion Acquisition 2012 Presented at the Proceedings of the 20th Annual Meeting of ISMRM Melbourne, Australia 1881
- Huston J Murphy MC Boeve BF Fattahi N Arani A Glaser KJ Manduca A Jones DT Ehman RL Magnetic resonance elastography of frontotemporal dementia J Magn Reson Imaging 2015 PMC4696917 26130216
- Hyman BT Van Hoesen GW Kromer LJ Damasio AR Perforant pathway changes and the memory impairment of Alzheimer's disease Ann Neurol 1986 20 472 481 3789663
- Jenkinson M Bannister PR Brady M Smith SM Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images NeuroImage 2002 17 825 841 12377157
- Jenkinson M Beckmann CF Behrens TEJ Woolrich MW Smith S FSL NeuroImage 2012 62 782 790 21979382
- Johnson CL Holtrop JL McGarry MDJ Weaver JB Paulsen KD Georgiadis JG Sutton BP 3D multislab, multishot acquisition for fast, whole-brain MR elastography with high signal-to-noise efficiency Magn Reson Med 2014 71 477 485 24347237 PMC4061282
- Johnson CL McGarry MDJ Gharibans AA Weaver JB Paulsen KD Wang H Olivero WC Sutton BP Georgiadis JG Local mechanical properties of white matter structures in the human brain NeuroImage 2013a 79 145 152 23644001 PMC3676712
- Johnson CL McGarry MDJ Van Houten EEW Weaver JB Paulsen KD Sutton BP Georgiadis JG Magnetic resonance elastography of the brain using multishot spiral readouts with self-navigated motion correction Magn Reson Med 2013b 70 404 412 23001771 PMC3529970
- Johnson CL Schwarb H McGarry MDJ Anderson AT Sutton BP Cohen NJ Viscoelasticity of subcortical gray matter structures 2015 under review PMC5118063 27401228
- Klein C Hain EG Braun J Riek K Mueller S Steiner B Sack I Enhanced Adult Neurogenesis Increases Brain Stiffness: In Vivo Magnetic Resonance Elastography in a Mouse Model of Dopamine Depletion PLoS One 2014 9 e92582 24667730 PMC3965445
- Light LL Memory and aging: four hypotheses in search of data Annu Rev Psychol 1991 42 333 376 2018397
- Lipp A Trbojevic R Paul F Fehlner A Hirsch S Scheel M Noack C Braun J Sack I Cerebral magnetic resonance elastography in supranuclear palsy and idiopathic Parkinson's disease NeuroImage Clin 2013 3 381 387 24273721 PMC3814959
- Lipton PA Eichenbaum H Complementary roles of hippocampus and medial entorhinal cortex in episodic memory Neural Plasticity 2008 2008 258467 258468 18615199 PMC2443546
- Lu Y-B Franze K Seifert G Steinhäuser C Kirchhoff F Wolburg H Guck J Janmey P Wei E-Q Käs J Reichenbach A Viscoelastic properties of individual glial cells and neurons in the CNS P Natl Acad Sci USA 2006 103 17759 17764 PMC1693820 17093050
- Manduca A Oliphant TE Dresner MA Mahowald JL Kruse SA Amromin E Felmlee JP Greenleaf JF Ehman RL Magnetic Resonance Elastography: Non-Invasive Mapping of Tissue Elasticity Med Image Anal 2001 5 237 254 11731304
- McGarry MDJ Johnson CL Sutton BP Van Houten EEW Georgiadis JG Weaver JB Paulsen KD Including spatial information in nonlinear inversion MR elastography using soft prior regularization IEEE T Med Imaging 2013 32 1901 1909 PMC4107367 23797239
- McGarry MDJ Van Houten EEW Johnson CL Georgiadis JG Sutton BP Weaver JB Paulsen KD Multiresolution MR elastography using nonlinear inversion Med Phys 2012 39 6388 6396 23039674 PMC3477197
- Monti JM Cooke GE Watson PD Voss MW Kramer AF Cohen NJ Relating Hippocampus to Relational Memory Processing across Domains and Delays J Cogn Neurosci 2015 27 234 245 25203273 PMC4336790
- Morey RA Petty CM Xu Y Hayes JP Wagner HR II Lewis DV LaBar KS Styner M McCarthy G A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes NeuroImage 2009 45 855 866 19162198 PMC2714773
- Morrissey MD Takehara-Nishiuchi K Diversity of mnemonic function within the entorhinal cortex: a meta-analysis of rodent behavioral studies Neurobiol Learn Mem 2014 115 95 107 25151400
- Murphy MC Huston J Jack CR Glaser KJ Manduca A Felmlee JP Ehman RL Decreased Brain Stiffness in Alzheimer's Disease Determined by Magnetic Resonance Elastography J Magn Reson Imaging 2011 34 494 498 21751286 PMC3217096
- Murphy MC Huston J Jack CR Glaser KJ Senjem ML Chen J Manduca A Felmlee JP Ehman RL Measuring the Characteristic Topography of Brain Stiffness with Magnetic Resonance Elastography PLoS One 2013 8 e81668 24312570 PMC3847077
- Murphy MC Jones DT Jack CR Glaser KJ Senjem ML Manduca A Felmlee JP Carter RE Ehman RL Huston J Regional brain stiffness changes across the Alzheimer's disease spectrum NeuroImage Clin 2015 PMC4724025 26900568
- Muthupillai R Lomas DJ Rossman PJ Greenleaf JF Manduca A Ehman RL Magnetic Resonance Elastography by Direct Visualization of Propagating Acoustic Strain Waves Science 1995 269 1854 1857 7569924
- Müller MJ Greverus D Weibrich C Dellani PR Scheurich A Stoeter P Fellgiebel A Diagnostic utility of hippocampal size and mean diffusivity in amnestic MCI Neurobiol Aging 2007 28 398 403 16529847
- Pruessmann KP Weiger M Börnert P Boesiger P Advances in sensitivity encoding with arbitrary k-space trajectories Magn Reson Med 2001 46 638 651 11590639
- Raz N Daugherty AM Bender AR Dahle CL Land S Volume of the hippocampal subfields in healthy adults: differential associations with age and a proinflammatory genetic variant Brain Struct Funct 2014 PMC4272678 24947882
- Raz N Lindenberger U Rodrigue KM Kennedy KM Head D Williamson A Dahle C Gerstorf D Acker JD Regional brain changes in aging healthy adults: general trends, individual differences and modifiers Cereb Cortex 2005 15 1676 1689 15703252
- Riek K Millward JM Hamann I Mueller S Pfueller CF Paul F Braun J Infante-Duarte C Sack I Magnetic resonance elastography reveals altered brain viscoelasticity in experimental autoimmune encephalomyelitis NeuroImage Clin 2012 1 81 90 24179740 PMC3757734
- Romano AJ Guo J Prokscha T Meyer T Hirsch S Braun J Sack I Scheel M In vivo waveguide elastography: Effects of neurodegeneration in patients with amyotrophic lateral sclerosis Magn Reson Med 2014 72 1755 1761 24347290
- Sack I Streitberger K-J Krefting D Paul F Braun J The Influence of Physiological Aging and Atrophy on Brain Viscoelastic Properties in Humans PLoS One 2011 6 e23451 21931599 PMC3171401
- Salmenpera TM Simister RJ Bartlett P Symms MR Boulby PA Free SL Barker GJ Duncan JS High-resolution diffusion tensor imaging of the hippocampus in temporal lobe epilepsy Epilepsy Research 2006 71 102 106 16870399
- Schregel K Wuerfel E Garteiser P Gemeinhardt I Prozorovski T Aktas O Merz H Petersen D Wuerfel J Sinkus R Demyelination reduces brain parenchymal stiffness quantified in vivo by magnetic resonance elastography P Natl Acad Sci USA 2012 109 6650 6655 PMC3340071 22492966
- Scoville WB Milner B Loss of recent memory after bilateral hippocampal lesions J Neurol Neurosur Ps 1957 20 11 21 PMC497229 13406589
- Sicotte NL Kern KC Giesser BS Arshanapalli A Schultz A Montag M Wang H Bookheimer SY Regional hippocampal atrophy in multiple sclerosis Brain 2008 131 1134 1141 18375977
- Streitberger K-J Sack I Krefting D Pfüller C Braun J Paul F Wuerfel J Brain Viscoelasticity Alteration in Chronic-Progressive Multiple Sclerosis PLoS One 2012 7 e29888 22276134 PMC3262797
- van Norden AGW de Laat KF Fick I van Uden IWM van Oudheusden LJB Gons RAR Norris DG Zwiers MP Kessels RPC de Leeuw F-E Diffusion tensor imaging of the hippocampus and verbal memory performance: the RUN DMC study Hum Brain Mapp 2012 33 542 551 21391278 PMC6870230
- Watson PD Voss JL Warren DE Tranel D Cohen NJ Spatial reconstruction by patients with hippocampal damage is dominated by relational memory errors Hippocampus 2013 23 570 580 23418096 PMC3697762
- Yassa MA Mattfeld AT Stark SM Stark CEL Age-related memory deficits linked to circuit-specific disruptions in the hippocampus P Natl Acad Sci USA 2011 108 8873 8878 PMC3102362 21555581
- Yassa MA Muftuler LT Stark CEL Ultrahigh-resolution microstructural diffusion tensor imaging reveals perforant path degradation in aged humans in vivo P Natl Acad Sci USA 2010 107 12687 12691 PMC2906542 20616040
Cited by
Sorted by citations
Le Bihan, D. (2026) · Frontiers in Neuroscience · doi:10.3389/fnins.2026.1858655 · Cited by 1 · see citing works
40 Years of diffusion MRI in the brain: From history to emerging frontiers
Le Bihan, D. (2026) · Imaging Neuroscience · doi:10.1162/imag.a.1365
“Altered mechanical properties have also been associated with cognitive decline and occurrence of neurodegenerative diseases ( Pavuluri et al., 2025; Schwarb et al., 2016).”
- Authors
- Schwarb, H., Johnson, C. L., McGarry, M. D. J., & Cohen, N. J.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- Dartmouth College (US)
- Corresponding author
- Schwarb, Hillary
- Johnson, Curtis L.
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2016-05
- Volume
- 132
- Pages
- 534-541
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC4970644
- OpenAlex
- W2279690205
- Cited by
- 100
- References
- 3
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 7 · 2023: 12 · 2022: 9 · 2021: 8 · 2020: 9 · 2019: 10 · 2018: 12 · 2017: 10 · 2016: 6 · 2014: 1
- FWCI
- 9.56
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NIH/NIMH (R01-MH062500)
- NIH/NIBIB (R01-EB018230, R01-EB001981)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Ultrasound Imaging and Elastography
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- hippocampus, viscoelasticity, magnetic resonance elastography, relational memory, brain tissue mechanical properties, tissue microstructure, structure-function relationship, medial temporal lobe
- MeSH terms
- Adolescent, Adult, Brain Mapping, Elasticity, Hippocampus, Humans, Magnetic Resonance Imaging, Male, Memory, Temporal Lobe, Diffusion Magnetic Resonance Imaging, Young Adult, Diffusion Tensor Imaging, Executive Function
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review