Micro- and macro-changes in early-stage type 2 diabetes mellitus without cognitive impairment: a diffusion tensor imaging (DTI) and surface-based morphometry (SBM) study

Brain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain w...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in neurology Vol. 14; p. 1115634
Main Authors Tang, Xiangyong, Chen, Yanzi, Tan, Hui, Fang, Jinzhi, Yu, Dafei, Chen, Cuimei, Li, Xiao, Hu, Ziqi, Ding, Ling, Zhang, Yuzhong
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 05.07.2023
Subjects
Online AccessGet full text
ISSN1664-2295
1664-2295
DOI10.3389/fneur.2023.1115634

Cover

Loading…
Abstract Brain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain white and gray matter are damaged in T2DM, leading to cognitive impairment. Researches neglected patients of T2DM without cognitive dysfunction might also have brain changes. In this study, subjects with early stage T2DM with no cognitive dysfunction were enrolled to detect brain damages using the tract-based spatial statistics analysis (TBSS) method to demonstrate white matter (WM) micro changes and surface-based morphometry (SBM) method to assess cerebral cortex macro changes. The whole-brain TBSS analysis revealed that there were no statistically significant changes in fractional anisotropy (FA) and mean diffusivity (MD), but the FA declined in some area of cerebral WM ( < 0.1). The SBM results showed no changes in cortical thickness (CT), cortical volume (CV), surface area (SA), and cortical sulcal curve (CSC) between these two groups, but pial local gyration index (LGI) was decreased in the precuneus (-log10, = -3.327). In conclusion, early stage T2DM patients without cognitive impairment had brain micro and macro structural damages, suggesting the potential use of MRI as an imaging marker to detect brain changes in early stage T2DM, which could not be observed and assessed clinically.
AbstractList Brain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain white and gray matter are damaged in T2DM, leading to cognitive impairment. Researches neglected patients of T2DM without cognitive dysfunction might also have brain changes.IntroductionBrain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain white and gray matter are damaged in T2DM, leading to cognitive impairment. Researches neglected patients of T2DM without cognitive dysfunction might also have brain changes.In this study, subjects with early stage T2DM with no cognitive dysfunction were enrolled to detect brain damages using the tract-based spatial statistics analysis (TBSS) method to demonstrate white matter (WM) micro changes and surface-based morphometry (SBM) method to assess cerebral cortex macro changes.MethodsIn this study, subjects with early stage T2DM with no cognitive dysfunction were enrolled to detect brain damages using the tract-based spatial statistics analysis (TBSS) method to demonstrate white matter (WM) micro changes and surface-based morphometry (SBM) method to assess cerebral cortex macro changes.The whole-brain TBSS analysis revealed that there were no statistically significant changes in fractional anisotropy (FA) and mean diffusivity (MD), but the FA declined in some area of cerebral WM (p < 0.1). The SBM results showed no changes in cortical thickness (CT), cortical volume (CV), surface area (SA), and cortical sulcal curve (CSC) between these two groups, but pial local gyration index (LGI) was decreased in the precuneus (-log10, p = -3.327).ResultsThe whole-brain TBSS analysis revealed that there were no statistically significant changes in fractional anisotropy (FA) and mean diffusivity (MD), but the FA declined in some area of cerebral WM (p < 0.1). The SBM results showed no changes in cortical thickness (CT), cortical volume (CV), surface area (SA), and cortical sulcal curve (CSC) between these two groups, but pial local gyration index (LGI) was decreased in the precuneus (-log10, p = -3.327).In conclusion, early stage T2DM patients without cognitive impairment had brain micro and macro structural damages, suggesting the potential use of MRI as an imaging marker to detect brain changes in early stage T2DM, which could not be observed and assessed clinically.DiscussionIn conclusion, early stage T2DM patients without cognitive impairment had brain micro and macro structural damages, suggesting the potential use of MRI as an imaging marker to detect brain changes in early stage T2DM, which could not be observed and assessed clinically.
IntroductionBrain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain white and gray matter are damaged in T2DM, leading to cognitive impairment. Researches neglected patients of T2DM without cognitive dysfunction might also have brain changes.MethodsIn this study, subjects with early stage T2DM with no cognitive dysfunction were enrolled to detect brain damages using the tract-based spatial statistics analysis (TBSS) method to demonstrate white matter (WM) micro changes and surface-based morphometry (SBM) method to assess cerebral cortex macro changes.ResultsThe whole-brain TBSS analysis revealed that there were no statistically significant changes in fractional anisotropy (FA) and mean diffusivity (MD), but the FA declined in some area of cerebral WM (p < 0.1). The SBM results showed no changes in cortical thickness (CT), cortical volume (CV), surface area (SA), and cortical sulcal curve (CSC) between these two groups, but pial local gyration index (LGI) was decreased in the precuneus (−log10, p = −3.327).DiscussionIn conclusion, early stage T2DM patients without cognitive impairment had brain micro and macro structural damages, suggesting the potential use of MRI as an imaging marker to detect brain changes in early stage T2DM, which could not be observed and assessed clinically.
Brain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with cognitive impairment. Many previous studies have shown by using brain structural and functional magnetic resonance imaging (MRI) methods that brain white and gray matter are damaged in T2DM, leading to cognitive impairment. Researches neglected patients of T2DM without cognitive dysfunction might also have brain changes. In this study, subjects with early stage T2DM with no cognitive dysfunction were enrolled to detect brain damages using the tract-based spatial statistics analysis (TBSS) method to demonstrate white matter (WM) micro changes and surface-based morphometry (SBM) method to assess cerebral cortex macro changes. The whole-brain TBSS analysis revealed that there were no statistically significant changes in fractional anisotropy (FA) and mean diffusivity (MD), but the FA declined in some area of cerebral WM ( < 0.1). The SBM results showed no changes in cortical thickness (CT), cortical volume (CV), surface area (SA), and cortical sulcal curve (CSC) between these two groups, but pial local gyration index (LGI) was decreased in the precuneus (-log10, = -3.327). In conclusion, early stage T2DM patients without cognitive impairment had brain micro and macro structural damages, suggesting the potential use of MRI as an imaging marker to detect brain changes in early stage T2DM, which could not be observed and assessed clinically.
Author Chen, Yanzi
Yu, Dafei
Chen, Cuimei
Tan, Hui
Hu, Ziqi
Zhang, Yuzhong
Li, Xiao
Fang, Jinzhi
Ding, Ling
Tang, Xiangyong
AuthorAffiliation 2 Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College , Shantou , China
1 Department of Medical Imaging, Affiliated Longhua People's Hospital, Southern Medical University , Shenzhen , China
AuthorAffiliation_xml – name: 1 Department of Medical Imaging, Affiliated Longhua People's Hospital, Southern Medical University , Shenzhen , China
– name: 2 Department of Medical Imaging, Second Affiliated Hospital, Shantou University Medical College , Shantou , China
Author_xml – sequence: 1
  givenname: Xiangyong
  surname: Tang
  fullname: Tang, Xiangyong
– sequence: 2
  givenname: Yanzi
  surname: Chen
  fullname: Chen, Yanzi
– sequence: 3
  givenname: Hui
  surname: Tan
  fullname: Tan, Hui
– sequence: 4
  givenname: Jinzhi
  surname: Fang
  fullname: Fang, Jinzhi
– sequence: 5
  givenname: Dafei
  surname: Yu
  fullname: Yu, Dafei
– sequence: 6
  givenname: Cuimei
  surname: Chen
  fullname: Chen, Cuimei
– sequence: 7
  givenname: Xiao
  surname: Li
  fullname: Li, Xiao
– sequence: 8
  givenname: Ziqi
  surname: Hu
  fullname: Hu, Ziqi
– sequence: 9
  givenname: Ling
  surname: Ding
  fullname: Ding, Ling
– sequence: 10
  givenname: Yuzhong
  surname: Zhang
  fullname: Zhang, Yuzhong
BackLink https://www.ncbi.nlm.nih.gov/pubmed/37475732$$D View this record in MEDLINE/PubMed
BookMark eNpVUsluFDEQtVAQCUN-gAPyMTn04K03LiiEbaREHAhnq7q7usdRtz3Y7qD5JP4Sz0KU-OJS1av3SlXvNTmxziIhbzlbSlnV73uLs18KJuSSc54XUr0gZ7woVCZEnZ88iU_JeQj3LD1Z17KQr8ipLFWZl1Kckb-3pvUuo2A7OsEubNdgBwzUWIrgx20WIgxI43aDVNDOQIMxlSccRxPnQP-YuHZzpK0brInmAamZNmD8hDZ-oJA6-n4Oxlka0QbnUxkGYwd68fludbkXDrPvocWsgYBpDOc3azdh9Ft68fPT7SUNce62b8jLHsaA58d_QX59_XJ3_T27-fFtdX11k7VKsJhB1ZdFXVdclkIpgZxBUZdQIGtLrliVp1WVZVFB0QvMq5xD3jey7FIKpeS5XJDVgbdzcK83Po3rt9qB0fuE84MGH007om5SI1dK1bIC1UtoOgGC5YCClQIT34J8PHBt5mbCrk0r8TA-I31esWatB_egOZO5qordNBdHBu9-zxiinkxo0-7BopuDFpXiTFQi30HfPRV7VPl_7AQQB0A6cwge-0cIZ3pnKr03ld6ZSh9NJf8BGLbBJg
Cites_doi 10.1007/s00234-016-1752-4
10.3389/fnana.2018.00021
10.1016/j.neuroimage.01021
10.1002/brb3.2746
10.3390/brainsci11020140
10.2463/mrms.rev.2021-0096
10.3389/fneur.2021.697349
10.1016/j.biopsycho.2022.108409
10.3174/ajnr.A4740
10.1212/WNL.0000000000006955
10.1038/nprot.2007.45
10.1016/j.neuroimage.11023
10.1093/brain/awl004
10.1016/j.jocn.07014
10.1161/HYPERTENSIONAHA.120.14678
10.3389/fnagi.2021.693890
10.1016/j.nicl.2019.101945
10.1016/j.jns.08048
10.2337/dc13-S067
10.1002/ajp.23264
10.1093/gerona/glx076
10.1007/s11682-021-00529-1
10.1523/JNEUROSCI.4227-13.2014
10.3349/ymj.62,3.255
10.1016/j.yfrne.2019.100782
10.1007/s12021-021-09521-y
10.1016/jneulet01
10.1038/srep32980
ContentType Journal Article
Copyright Copyright © 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang.
Copyright © 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang. 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang
Copyright_xml – notice: Copyright © 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang.
– notice: Copyright © 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang. 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang
DBID AAYXX
CITATION
NPM
7X8
5PM
DOA
DOI 10.3389/fneur.2023.1115634
DatabaseName CrossRef
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Open Access Full Text
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic

PubMed
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Open Access Full Text
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1664-2295
ExternalDocumentID oai_doaj_org_article_bb371444938a4f3abd2a205ae2072e8e
PMC10354865
37475732
10_3389_fneur_2023_1115634
Genre Journal Article
GroupedDBID 53G
5VS
9T4
AAFWJ
AAKDD
AAYXX
ACGFO
ACGFS
ACXDI
ADBBV
ADRAZ
AENEX
AFPKN
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BCNDV
CITATION
DIK
E3Z
EMOBN
F5P
GROUPED_DOAJ
GX1
HYE
KQ8
M48
M~E
O5R
O5S
OK1
P2P
PGMZT
RNS
RPM
IAO
IEA
IHR
IHW
IPNFZ
NPM
RIG
7X8
5PM
ID FETCH-LOGICAL-c420t-a8f769981372442e10a697a6e0c7140855637768a6f2e5851a5fb37d768e33153
IEDL.DBID M48
ISSN 1664-2295
IngestDate Wed Aug 27 01:20:06 EDT 2025
Thu Aug 21 18:36:37 EDT 2025
Thu Jul 10 17:47:27 EDT 2025
Thu Jan 02 22:51:37 EST 2025
Tue Jul 01 00:41:14 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords cortex
type 2 diabetes mellitus
diffusion tenser imaging
white matter
FreeSurfer
Language English
License Copyright © 2023 Tang, Chen, Tan, Fang, Yu, Chen, Li, Hu, Ding and Zhang.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c420t-a8f769981372442e10a697a6e0c7140855637768a6f2e5851a5fb37d768e33153
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Reviewed by: Wei Wang, Capital Medical University, China; Gen Yan, Xiamen Medical College, China
Edited by: Peter Sörös, University of Oldenburg, Germany
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.3389/fneur.2023.1115634
PMID 37475732
PQID 2841028255
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_bb371444938a4f3abd2a205ae2072e8e
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10354865
proquest_miscellaneous_2841028255
pubmed_primary_37475732
crossref_primary_10_3389_fneur_2023_1115634
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-07-05
PublicationDateYYYYMMDD 2023-07-05
PublicationDate_xml – month: 07
  year: 2023
  text: 2023-07-05
  day: 05
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
PublicationTitle Frontiers in neurology
PublicationTitleAlternate Front Neurol
PublicationYear 2023
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
References Smith (B18) 2007; 2
Cavanna (B25) 2006; 129
Huang (B21) 2021; 13
Palta (B5) 2017; 73
Feng (B9) 2021; 12
(B17) 2013; 36
Yang (B12) 2016; 6
Alotaibi (B8) 2021; 11
Tanglay (B23) 2022; 16
Jenkins (B28) 2020; 75
Zhuo (B3) 2019; 24
Sun (B13) 2018; 12
Xiong (B1) 2016; 37
Wang (B14) 2022; 20
Hou (B22) 2022; 174
Utevsky (B26) 2014; 34
Zhang (B11) 2014; 562
Goto (B16) 2022; 21
Fischl (B19) 2012; 62
Chen (B10) 2014; 22
Sanjari Moghaddam (B7) 2019; 55
Moran (B6) 2019; 92
Yim (B20) 2021; 62
Brundel (B15) 2010; 299
Huang (B2) 2022; 12
Tan (B4) 2016; 58
Zhang (B24) 2011; 59
Mulholland (B27) 2021; 83
References_xml – volume: 58
  start-page: 1209
  year: 2016
  ident: B4
  article-title: Micro-structural white matter abnormalities in type 2 diabetic patients: a DTI study using TBSS analysis
  publication-title: Neuroradiol.
  doi: 10.1007/s00234-016-1752-4
– volume: 12
  start-page: 21
  year: 2018
  ident: B13
  article-title: Alterations of white matter integrity and hippocampal functional connectivity in type 2 diabetes without mild cognitive impairment
  publication-title: Front Neuroanat.
  doi: 10.3389/fnana.2018.00021
– volume: 62
  start-page: 774
  year: 2012
  ident: B19
  article-title: FreeSurfer
  publication-title: Neuroimage.
  doi: 10.1016/j.neuroimage.01021
– volume: 12
  start-page: e2746
  year: 2022
  ident: B2
  article-title: Cortical gray matter microstructural alterations in patients with type 2 diabetes mellitus
  publication-title: Brain Behav.
  doi: 10.1002/brb3.2746
– volume: 11
  start-page: 140
  year: 2021
  ident: B8
  article-title: Investigating brain microstructural alterations in type 1 and type 2 diabetes using diffusion tensor imaging: a systematic review
  publication-title: Brain Sci.
  doi: 10.3390/brainsci11020140
– volume: 21
  start-page: 41
  year: 2022
  ident: B16
  article-title: Advantages of using both voxel- and surface-based morphometry in cortical morphology analysis: a review of various applications
  publication-title: Magn Reson Med Sci.
  doi: 10.2463/mrms.rev.2021-0096
– volume: 12
  start-page: 697349
  year: 2021
  ident: B9
  article-title: Altered gray matter volume, functional connectivity, and degree centrality in early-onset type 2 diabetes mellitus
  publication-title: Front Neurol.
  doi: 10.3389/fneur.2021.697349
– volume: 174
  start-page: 108409
  year: 2022
  ident: B22
  article-title: Altered local gyrification index and corresponding resting-state functional connectivity in individuals with high test anxiety
  publication-title: Biol Psychol.
  doi: 10.1016/j.biopsycho.2022.108409
– volume: 37
  start-page: 1462
  year: 2016
  ident: B1
  article-title: A diffusion tensor imaging study on white matter abnormalities in patients with type 2 diabetes using tract-based spatial statistics
  publication-title: AJNR Am J Neuroradiol.
  doi: 10.3174/ajnr.A4740
– volume: 92
  start-page: e823
  year: 2019
  ident: B6
  article-title: Alzheimer's Disease Neuroimaging Initiative (ADNI). Type 2 diabetes mellitus. brain atrophy, and cognitive decline
  publication-title: Neurology.
  doi: 10.1212/WNL.0000000000006955
– volume: 2
  start-page: 499
  year: 2007
  ident: B18
  article-title: Acquisition and voxelwise analysis of multi-subject diffusion data with tract-based spatial statistics
  publication-title: Nat Protoc.
  doi: 10.1038/nprot.2007.45
– volume: 59
  start-page: 3548
  year: 2011
  ident: B24
  article-title: Functional connectivity mapping of the human precuneus by resting state fMRI
  publication-title: Neuroimage.
  doi: 10.1016/j.neuroimage.11023
– volume: 129
  start-page: 564
  year: 2006
  ident: B25
  article-title: The precuneus: a review of its functional anatomy and behavioural correlates
  publication-title: Brain.
  doi: 10.1093/brain/awl004
– volume: 22
  start-page: 275
  year: 2014
  ident: B10
  article-title: Cortical thinning in type 2 diabetes mellitus and recovering effects of insulin therapy
  publication-title: J Clin Neurosci.
  doi: 10.1016/j.jocn.07014
– volume: 75
  start-page: 1289
  year: 2020
  ident: B28
  article-title: Cumulative blood pressure exposure, basal ganglia, and thalamic morphology in midlife
  publication-title: Hypertension.
  doi: 10.1161/HYPERTENSIONAHA.120.14678
– volume: 13
  start-page: 693890
  year: 2021
  ident: B21
  article-title: Abnormalities of brain white matter in type 2 diabetes mellitus: a meta-analysis of diffusion tensor imaging
  publication-title: Front Aging Neurosci.
  doi: 10.3389/fnagi.2021.693890
– volume: 24
  start-page: 101945
  year: 2019
  ident: B3
  article-title: White matter impairment in type 2 diabetes mellitus with and without microvascular disease
  publication-title: Neuroimage Clin.
  doi: 10.1016/j.nicl.2019.101945
– volume: 299
  start-page: 126
  year: 2010
  ident: B15
  article-title: Cerebral cortical thickness in patients with type 2 diabetes
  publication-title: J. Neurol. Sci
  doi: 10.1016/j.jns.08048
– volume: 36
  start-page: S67
  year: 2013
  ident: B17
  article-title: Diagnosis and classification of diabetes mellitus
  publication-title: Diabetes. Care
  doi: 10.2337/dc13-S067
– volume: 83
  start-page: e23264
  year: 2021
  ident: B27
  article-title: Age- and cognition-related differences in the gray matter volume of the chimpanzee brain (Pan troglodytes): a voxel-based morphometry and conjunction analysis
  publication-title: Am J Primatol.
  doi: 10.1002/ajp.23264
– volume: 73
  start-page: 123
  year: 2017
  ident: B5
  article-title: Diabetes and cognitive decline in older adults: the ginkgo evaluation of memory study
  publication-title: J Gerontol A Biol Sci Med Sci.
  doi: 10.1093/gerona/glx076
– volume: 16
  start-page: 574
  year: 2022
  ident: B23
  article-title: Anatomy and white-matter connections of the precuneus
  publication-title: Brain Imaging Behav.
  doi: 10.1007/s11682-021-00529-1
– volume: 34
  start-page: 932
  year: 2014
  ident: B26
  article-title: Precuneus is a functional core of the default-mode network
  publication-title: J Neurosci.
  doi: 10.1523/JNEUROSCI.4227-13.2014
– volume: 62
  start-page: 255
  year: 2021
  ident: B20
  article-title: Comparison of automated brain volume measures by neuroquant vs freesurfer in patients with mild cognitive impairment: effect of slice thickness
  publication-title: Yonsei Med J.
  doi: 10.3349/ymj.62,3.255
– volume: 55
  start-page: 100782
  year: 2019
  ident: B7
  article-title: Brain microstructural abnormalities in type 2 diabetes mellitus: a systematic review of diffusion tensor imaging studies
  publication-title: Front Neuroendocrinol.
  doi: 10.1016/j.yfrne.2019.100782
– volume: 20
  start-page: 327
  year: 2022
  ident: B14
  article-title: DTI Atlases Evaluations
  publication-title: Neuroinformatics.
  doi: 10.1007/s12021-021-09521-y
– volume: 562
  start-page: 1
  year: 2014
  ident: B11
  article-title: Gray matter volume abnormalities in type 2 diabetes mellitus with and without mild cognitive impairment
  publication-title: Neurosci Lett
  doi: 10.1016/jneulet01
– volume: 6
  start-page: 32980
  year: 2016
  ident: B12
  article-title: Altered intranetwork and internetwork functional connectivity in type 2 diabetes mellitus with and without cognitive impairment
  publication-title: Sci Rep.
  doi: 10.1038/srep32980
SSID ssj0000399363
Score 2.3166142
Snippet Brain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship with...
IntroductionBrain structure and function changes are considered major brain damages in type 2 diabetes mellitus (T2DM), which likely has a close relationship...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
StartPage 1115634
SubjectTerms cortex
diffusion tenser imaging
FreeSurfer
Neurology
type 2 diabetes mellitus
white matter
SummonAdditionalLinks – databaseName: DOAJ Open Access Full Text
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Li9RAEG5kD-JFfDu-KMHDLhI36Xe8ueqyCuPFXdhb6CQVncMkkkkO_iT_pVWdzDAjghdvoTvQTX_VXY-u_kqIV1UjdVnlNqlzh3zNWCV5nVZJqUvnGlNnvuR4x_KLvbjSn6_N9V6pL84Jm-iBp4U7LUvmlNM6Vz7oRoWylkGmJqBMnUSPfPqSzttzpuIZzHrXqumVDHlh-WnD_JBvuFg4nxLGKn2giSJh_9-szD-TJfe0z_kdcXs2G-HdNN274ga298TN5Xwxfl_8WnJiXQKhrWEd-HN60buBVQvIJMYJmYHfEDjkChK2IVdYMyHnMG6AA7LdOMAunwj4AeWq5-jhWwjAlVRGDq0B57x3PXXHAkdw_OHy00kceDP2TagwYc1I0-gIwm6NQ_8Tjr-eLU8gUtk-EFfnHy_fXyRzFYak0jIdkuAbZ8kpy5QjU0Bilgabu2AxrZjszzPDmCOnJdhGIl8yBtMQZjU1oVJ0oD4UR23X4mMBlXbe6KBVlStd-9zXtvRICKNFUytciNdbRIofE9lGQU4K41dE_ArGr5jxW4gzBm33JxNlxwYSn2IWn-Jf4rMQL7eQF7Sx-LYktNiNm4L0dhZf9pqFeDSJwG4oRU6YcUouhD8QjoO5HPa0q--RvDtLFTmJ1jz5H7N_Km7xisT0YfNMHA39iM_JSBrKF3E__AajGRGi
  priority: 102
  providerName: Directory of Open Access Journals
Title Micro- and macro-changes in early-stage type 2 diabetes mellitus without cognitive impairment: a diffusion tensor imaging (DTI) and surface-based morphometry (SBM) study
URI https://www.ncbi.nlm.nih.gov/pubmed/37475732
https://www.proquest.com/docview/2841028255
https://pubmed.ncbi.nlm.nih.gov/PMC10354865
https://doaj.org/article/bb371444938a4f3abd2a205ae2072e8e
Volume 14
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3da9UwFA9zgvgizq9ddSOCDxvS2ea7gyFOHVOoL-7C3krSpvOCt9V-gPuT_C89J-29eGW--FbSpgn5JTkfOfkdQl4WFROuSFVUptrjMWMRpWVcRE44rStZJsahvyP7rM7n4tOlvNwiq3RH0wB2N5p2mE9q3n47-vnj-g0s-BO0OEHevq6Q-vEI84DjBiAVF7fIbZBMGlM5ZJO6H3ZmlMaKj3dn_lF1Qz4FGv-bdM-_Qyj_kEln98m9SZmkb0f0d8iWrx-QO9l0XP6Q_Mow3C6iti7p0uLjeM-3o4uaeqQ2jkA5vPIUHbGU0ZUjli6RprMfOopu2mbo6TrKiOK1ykWLPsVjainmVxnQ4UYxEr5p4XVIe0QP3l98PAwNd0Nb2cJHKC-hGw0A2yx9317Tgy-n2SENBLePyPzsw8W782jKzRAVgsV9ZE2lFZhqCdegIDCfxFal2iofF0gBaJB3TIMpY1XFPB49Wlk5rkso8pzDNvuYbNdN7XcJLYQ2UljBi5SL0qSmVM5457hXXpbcz8irFSL595GCIwfTBfHLA3454pdP-M3IKYK2_hLps0NB017l02rM4efQSyFSbqyouHUlsyyW1rNYM2-gyRcryHNYbniGYmvfDF0O0jwJ933ljDwZp8C6KQ6mmdSczYjZmBwbfdl8Uy--BkrvJOZgOir59P-rPiN3cRxCKLF8Trb7dvB7oDD1bj84GvbDWvgNJ0MaAw
linkProvider Scholars Portal
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Micro-+and+macro-changes+in+early-stage+type+2+diabetes+mellitus+without+cognitive+impairment%3A+a+diffusion+tensor+imaging+%28DTI%29+and+surface-based+morphometry+%28SBM%29+study&rft.jtitle=Frontiers+in+neurology&rft.au=Tang%2C+Xiangyong&rft.au=Chen%2C+Yanzi&rft.au=Tan%2C+Hui&rft.au=Fang%2C+Jinzhi&rft.date=2023-07-05&rft.pub=Frontiers+Media+S.A&rft.eissn=1664-2295&rft.volume=14&rft_id=info:doi/10.3389%2Ffneur.2023.1115634&rft.externalDocID=PMC10354865
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-2295&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-2295&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-2295&client=summon