Graph theoretical analysis and independent component analysis of diabetic optic neuropathy: A resting‐state functional magnetic resonance imaging study

Aims This study aimed to investigate the resting‐state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON). Methods Resting‐state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC)...

Full description

Saved in:
Bibliographic Details
Published inCNS neuroscience & therapeutics Vol. 30; no. 3; pp. e14579 - n/a
Main Authors Wei, Qian, Lin, Si‐Min, Xu, San‐Hua, Zou, Jie, Chen, Jun, Kang, Min, Hu, Jin‐Yu, Liao, Xu‐Lin, Wei, Hong, Ling, Qian, Shao, Yi, Yu, Yao
Format Journal Article
LanguageEnglish
Published England John Wiley & Sons, Inc 01.03.2024
John Wiley and Sons Inc
Subjects
Alzheimer's disease
Brain - diagnostic imaging
Brain mapping
Brain Mapping - methods
Brain research
Cerebrospinal fluid
Diabetes
Diabetes Mellitus
Diabetic neuropathy
diabetic optic neuropathy
Disease
Edema
Efficiency
Frontal gyrus
Functional magnetic resonance imaging
graph theoretical analysis
Humans
independent component analysis
Ischemia
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Medical imaging
Metabolism
Nervous system
Neural networks
Neuroimaging
Operculum
Optic nerve
Optic Nerve Diseases
Optic neuropathy
Original
Pathogenesis
Postcentral gyrus
Principal components analysis
Putamen
rs‐fMRI
Schizophrenia
Software
Sparsity
Statistical analysis
Superior temporal gyrus
Temporal gyrus
Time series
independent component analysis
diabetic optic neuropathy
graph theoretical analysis
rs-fMRI
Online AccessGet full text

Cover

Abstract Aims This study aimed to investigate the resting‐state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON). Methods Resting‐state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks. Results Compared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN‐L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group. Conclusion DON patients altered node properties and connectivity in the DMN, auditory network, FPN‐L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON. Using independent component analysis and graph theoretical analysis to determine how brain networks altered in patients with diabetic optic neuropathy.
AbstractList This study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON). Resting-state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks. Compared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN-L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group. DON patients altered node properties and connectivity in the DMN, auditory network, FPN-L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON.
Using independent component analysis and graph theoretical analysis to determine how brain networks altered in patients with diabetic optic neuropathy.
This study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON).AIMSThis study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON).Resting-state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks.METHODSResting-state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks.Compared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN-L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group.RESULTSCompared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN-L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group.DON patients altered node properties and connectivity in the DMN, auditory network, FPN-L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON.CONCLUSIONDON patients altered node properties and connectivity in the DMN, auditory network, FPN-L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON.
AimsThis study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON).MethodsResting-state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks.ResultsCompared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN-L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group.ConclusionDON patients altered node properties and connectivity in the DMN, auditory network, FPN-L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON.
Aims This study aimed to investigate the resting‐state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic neuropathy (DON). Methods Resting‐state functional magnetic resonance imaging scans were performed on 23 patients and 41 healthy control (HC) subjects. We used independent component analysis and graph theoretical analysis to determine the topologic characteristics of the brain and as well as functional network connectivity (FNC) and topologic properties of brain networks. Results Compared with HCs, patients with DON showed altered global characteristics. At the nodal level, the DON group had fewer nodal degrees in the thalamus and insula, and a greater number in the right rolandic operculum, right postcentral gyrus, and right superior temporal gyrus. In the internetwork comparison, DON patients showed significantly increased FNC between the left frontoparietal network (FPN‐L) and ventral attention network (VAN). Additionally, in the intranetwork comparison, connectivity between the left medial superior frontal gyrus (MSFG) of the default network (DMN) and left putamen of auditory network was decreased in the DON group. Conclusion DON patients altered node properties and connectivity in the DMN, auditory network, FPN‐L, and VAN. These results provide evidence of the involvement of specific brain networks in the pathophysiology of DON. Using independent component analysis and graph theoretical analysis to determine how brain networks altered in patients with diabetic optic neuropathy.
Author Wei, Qian
Zou, Jie
Kang, Min
Xu, San‐Hua
Shao, Yi
Lin, Si‐Min
Chen, Jun
Liao, Xu‐Lin
Yu, Yao
Hu, Jin‐Yu
Wei, Hong
Ling, Qian
AuthorAffiliation 3 Department of Radiology Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University Xiamen Fujian China
4 Department of Ophthalmology The First Affiliated Hospital, Jiangxi Medical College, Nanchang University Nanchang Jiangxi China
6 Department of Ophthalmology Eye & ENT Hospital of Fudan University Shanghai China
2 Queen Mary School The Nanchang University Nanchang Jiangxi China
1 Department of Endocrine and Metabolic The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Jiangxi Branch of National Clinical Research Center for Metabolic Disease Nanchang Jiangxi China
5 Department of Ophthalmology and Visual Sciences The Chinese University of Hong Kong Hong Kong China
AuthorAffiliation_xml – name: 5 Department of Ophthalmology and Visual Sciences The Chinese University of Hong Kong Hong Kong China
– name: 2 Queen Mary School The Nanchang University Nanchang Jiangxi China
– name: 3 Department of Radiology Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University Xiamen Fujian China
– name: 6 Department of Ophthalmology Eye & ENT Hospital of Fudan University Shanghai China
– name: 4 Department of Ophthalmology The First Affiliated Hospital, Jiangxi Medical College, Nanchang University Nanchang Jiangxi China
– name: 1 Department of Endocrine and Metabolic The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Jiangxi Branch of National Clinical Research Center for Metabolic Disease Nanchang Jiangxi China
Author_xml – sequence: 1
  givenname: Qian
  orcidid: 0000-0002-1008-539X
  surname: Wei
  fullname: Wei, Qian
  organization: The Nanchang University
– sequence: 2
  givenname: Si‐Min
  surname: Lin
  fullname: Lin, Si‐Min
  organization: Xiamen Cardiovascular Hospital of Xiamen University, School of Medicine, Xiamen University
– sequence: 3
  givenname: San‐Hua
  surname: Xu
  fullname: Xu, San‐Hua
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 4
  givenname: Jie
  surname: Zou
  fullname: Zou, Jie
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 5
  givenname: Jun
  surname: Chen
  fullname: Chen, Jun
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 6
  givenname: Min
  surname: Kang
  fullname: Kang, Min
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 7
  givenname: Jin‐Yu
  surname: Hu
  fullname: Hu, Jin‐Yu
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 8
  givenname: Xu‐Lin
  surname: Liao
  fullname: Liao, Xu‐Lin
  organization: The Chinese University of Hong Kong
– sequence: 9
  givenname: Hong
  surname: Wei
  fullname: Wei, Hong
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 10
  givenname: Qian
  surname: Ling
  fullname: Ling, Qian
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University
– sequence: 11
  givenname: Yi
  orcidid: 0000-0003-1571-2433
  surname: Shao
  fullname: Shao, Yi
  email: freebee99@163.com
  organization: Eye & ENT Hospital of Fudan University
– sequence: 12
  givenname: Yao
  surname: Yu
  fullname: Yu, Yao
  email: 375135747@qq.com
  organization: The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Jiangxi Clinical Research Center for Endocrine and Metabolic Disease, Jiangxi Branch of National Clinical Research Center for Metabolic Disease
BackLink https://www.ncbi.nlm.nih.gov/pubmed/38497532$$D View this record in MEDLINE/PubMed
BookMark eNp1ks1u1DAQxy1URD_gwAsgS1zgsK0dx4nNBVUraCtV5QCcLceZ7LrK2sFOQLnxCFx5PZ6E2W5ZUSR8GI_Gv_94xp5jchBiAEKec3bKcZ25kE95KWv9iBzxWsqF1KU-2PuCHZLjnG8Zqwql1RNyKFSpaymKI_LzItlhTcc1xASjd7anNth-zj6j01IfWhgATRipi5sBL0Zvj8SOtt42WyWNw9YGmFIc7Lie39BzmiCPPqx-ff-RRzsC7abgRh9RTjd2Fe50yGAgOKAeY0jTPE7t_JQ87myf4dn9fkI-v3_3aXm5uP5wcbU8v164suYa22sbAbxSnXXSCsuaBmyrwfGqqHnJC60kqwQX0lmulCuKDqoOuHKu1VIwcULe7vIOU7OB1mF_yfZmSFhNmk203jw8CX5tVvGr4UyXUqkSM7y6z5Dilwk7NhufHfS9DRCnbApd1axiWmlEX_6D3sYp4XNkIxgXui45L5B68XdJ-1r-fBsCr3eASzHnBN0e4cxsR8LgSJi7kUD2bMd-8z3M_wfN8ubjTvEb9Ue9AQ
Cites_doi 10.1016/j.neuroimage.2009.10.003
10.1016/j.neuron.2007.09.038
10.1016/j.neuroimage.2005.08.035
10.3389/fnagi.2014.00224
10.1016/j.tics.2013.08.012
10.1017/S0033291720000574
10.1016/j.nicl.2021.102731
10.1016/j.cmpb.2017.11.017
10.3233/JAD-2011-101371
10.1016/j.biopsych.2011.05.018
10.1097/MD.0000000000010858
10.1007/s11604-020-01074-5
10.1093/schbul/sbw145
10.1016/j.neuroimage.2006.01.023
10.1093/schbul/sbp081
10.1590/1516-4446-2018-0183
10.1038/s41386-019-0586-2
10.1016/j.neuron.2011.09.006
10.1016/j.drugalcdep.2020.108503
10.1097/WCO.0b013e32832d93dd
10.1176/ajp.147.11.1457
10.1177/1073858406293182
10.2147/NDT.S189962
10.1080/1028415X.2019.1609646
10.1111/bdi.12844
10.1007/s00125-003-1128-2
10.1016/j.neulet.2020.135092
10.3389/fpsyt.2019.00482
10.1016/bs.pmbts.2017.02.004
10.1016/B978-0-444-62630-1.00013-5
10.1007/s12264-017-0151-0
10.1038/s41467-019-08944-1
10.1007/978-981-33-6044-0_3
10.1016/s0165-0173(03)00172-3
10.3389/fnhum.2015.00458
10.3389/fnins.2016.00146
10.1002/mrm.1910340409
10.1371/journal.pone.0040231
10.1016/j.rehab.2014.08.011
10.1016/j.jad.2021.04.069
10.1523/JNEUROSCI.5061-11.2012
10.1046/j.1525-1594.2003.07304.x
10.1073/pnas.98.2.676
10.1007/s11892-018-1079-0
10.1073/pnas.0601417103
10.1007/s11065-014-9249-6
10.1007/s13167-019-00171-4
ContentType Journal Article
Copyright 2024 The Authors. published by John Wiley & Sons Ltd.
2024 The Authors. CNS Neuroscience & Therapeutics published by John Wiley & Sons Ltd.
2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2024 The Authors. published by John Wiley & Sons Ltd.
– notice: 2024 The Authors. CNS Neuroscience & Therapeutics published by John Wiley & Sons Ltd.
– notice: 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID 24P
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7TK
7X7
7XB
8AO
8FE
8FH
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M7P
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
5PM
DOI 10.1111/cns.14579
DatabaseName Wiley Online Library Open Access (WRLC)
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Neurosciences Abstracts
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
ProQuest Pharma Collection
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One
ProQuest Central Korea
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
ProQuest Biological Science Collection
ProQuest Health & Medical Collection
Biological Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Pharma Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Biological Science Collection
ProQuest Central (New)
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
Neurosciences Abstracts
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE

MEDLINE - Academic
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: 24P
  name: Wiley Online Library Open Access
  url: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  sourceTypes: Publisher
– 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
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Pharmacy, Therapeutics, & Pharmacology
DocumentTitleAlternate Wei et al
EISSN 1755-5949
EndPage n/a
ExternalDocumentID PMC10945884
38497532
10_1111_cns_14579
CNS14579
Genre article
Journal Article
GroupedDBID ---
.3N
.GA
.Y3
05W
0R~
10A
1OC
24P
29B
31~
33P
36B
3SF
4.4
50Y
50Z
51W
51X
52M
52N
52O
52P
52R
52S
52T
52U
52V
52W
52X
53G
5GY
5HH
5LA
5VS
66C
702
7PT
7X7
8-0
8-1
8-3
8-4
8-5
8AO
8FI
8FJ
8UM
930
A01
A03
AAESR
AAEVG
AAHHS
AAONW
AAZKR
ABCQN
ABDBF
ABEML
ABIVO
ABPVW
ABUWG
ACCFJ
ACCMX
ACGFS
ACMXC
ACPRK
ACSCC
ACUHS
ACXQS
ADBBV
ADEOM
ADIZJ
ADKYN
ADPDF
ADZMN
ADZOD
AEEZP
AEIMD
AENEX
AEQDE
AEUQT
AFBPY
AFKRA
AFPKN
AFPWT
AFZJQ
AHMBA
AIWBW
AJBDE
ALAGY
ALIPV
ALMA_UNASSIGNED_HOLDINGS
ALUQN
AMBMR
AOIJS
ATUGU
AVUZU
AZBYB
AZVAB
BAFTC
BBNVY
BCNDV
BENPR
BFHJK
BHBCM
BHPHI
BMXJE
BROTX
BRXPI
BY8
CAG
CCPQU
COF
CS3
D-6
D-7
D-E
D-F
DCZOG
DPXWK
DR2
DU5
EBC
EBD
EBS
EJD
EMB
EMOBN
ESX
F00
F01
F04
F5P
FUBAC
FYUFA
G-S
G.N
GODZA
GROUPED_DOAJ
H.X
HCIFZ
HF~
HMCUK
HYE
HZ~
IAO
IHR
INH
ITC
IX1
J0M
LC2
LC3
LH4
LITHE
LOXES
LP6
LP7
LUTES
LW6
M7P
MK4
MRFUL
MRMAN
MRSTM
MSFUL
MSMAN
MSSTM
N04
N05
N9A
NF~
O66
O9-
OIG
OK1
OVD
OVEED
P2W
P2X
P2Z
P4B
P4D
PIMPY
PQQKQ
Q.N
Q11
QB0
R.K
ROL
RPM
RX1
SUPJJ
SV3
TEORI
TUS
UB1
UKHRP
W8V
W99
WBKPD
WIH
WIJ
WIK
WIN
WNSPC
WOHZO
WQJ
WRC
WXI
WYISQ
XG1
~IA
~WT
AAFWJ
AAYXX
CITATION
PHGZM
PHGZT
CGR
CUY
CVF
ECM
EIF
NPM
PMFND
1OB
3V.
7TK
7XB
8FE
8FH
8FK
AAMMB
AEFGJ
AGXDD
AIDQK
AIDYY
AZQEC
DWQXO
GNUQQ
K9.
LK8
PKEHL
PQEST
PQGLB
PQUKI
PRINS
7X8
5PM
ID FETCH-LOGICAL-c4719-59db3e168fac5a3a0bbead9ec16271412985063135ca188c22fe6fe18ccd95303
IEDL.DBID DR2
ISSN 1755-5930
1755-5949
IngestDate Thu Aug 21 18:34:48 EDT 2025
Fri Jul 11 11:33:32 EDT 2025
Wed Aug 13 06:03:42 EDT 2025
Tue Jun 10 08:58:27 EDT 2025
Tue Jul 01 00:33:52 EDT 2025
Wed Jan 22 16:13:14 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords independent component analysis
diabetic optic neuropathy
graph theoretical analysis
rs-fMRI
Language English
License Attribution
2024 The Authors. CNS Neuroscience & Therapeutics published by John Wiley & Sons Ltd.
This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c4719-59db3e168fac5a3a0bbead9ec16271412985063135ca188c22fe6fe18ccd95303
Notes Qian Wei, Si‐Min Lin and San‐Hua Xu have equal contributions.
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-1571-2433
0000-0002-1008-539X
OpenAccessLink https://proxy.k.utb.cz/login?url=https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcns.14579
PMID 38497532
PQID 3013974112
PQPubID 946372
PageCount 11
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_10945884
proquest_miscellaneous_2967060989
proquest_journals_3013974112
pubmed_primary_38497532
crossref_primary_10_1111_cns_14579
wiley_primary_10_1111_cns_14579_CNS14579
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate March 2024
PublicationDateYYYYMMDD 2024-03-01
PublicationDate_xml – month: 03
  year: 2024
  text: March 2024
PublicationDecade 2020
PublicationPlace England
PublicationPlace_xml – name: England
– name: Oxford
– name: Hoboken
PublicationTitle CNS neuroscience & therapeutics
PublicationTitleAlternate CNS Neurosci Ther
PublicationYear 2024
Publisher John Wiley & Sons, Inc
John Wiley and Sons Inc
Publisher_xml – name: John Wiley & Sons, Inc
– name: John Wiley and Sons Inc
References 2009; 22
2021; 24
2006; 31
1990; 147
2006; 12
2019; 10
1995; 34
2017; 43
2019; 15
2016; 10
2014; 24
2011; 37
2015; 129
2015; 9
2007; 56
2012; 32
2021; 219
2018; 18
2018; 154
1993; 19
2021; 31
2013; 17
2021; 1305
2019; 41
2020; 50
2017; 33
2021; 39
2011; 70
2011; 72
2003; 46
2006; 29
2003; 27
2020; 733
2014; 57
2011; 24
2020; 45
2020; 22
2012; 7
2014; 6
2018; 97
2017; 148
2010; 52
2003; 42
2006; 103
2021; 290
2001; 98
e_1_2_9_31_1
e_1_2_9_52_1
e_1_2_9_50_1
e_1_2_9_10_1
e_1_2_9_35_1
e_1_2_9_56_1
e_1_2_9_12_1
e_1_2_9_33_1
e_1_2_9_54_1
e_1_2_9_14_1
e_1_2_9_39_1
e_1_2_9_16_1
e_1_2_9_37_1
e_1_2_9_58_1
e_1_2_9_18_1
e_1_2_9_41_1
e_1_2_9_20_1
e_1_2_9_22_1
e_1_2_9_45_1
e_1_2_9_24_1
e_1_2_9_43_1
e_1_2_9_8_1
e_1_2_9_4_1
e_1_2_9_2_1
e_1_2_9_26_1
e_1_2_9_49_1
e_1_2_9_28_1
e_1_2_9_47_1
Algan M (e_1_2_9_6_1) 1993; 19
e_1_2_9_30_1
e_1_2_9_53_1
e_1_2_9_51_1
e_1_2_9_11_1
e_1_2_9_34_1
e_1_2_9_57_1
e_1_2_9_13_1
e_1_2_9_32_1
e_1_2_9_55_1
e_1_2_9_15_1
e_1_2_9_38_1
e_1_2_9_17_1
e_1_2_9_36_1
e_1_2_9_59_1
e_1_2_9_19_1
e_1_2_9_42_1
e_1_2_9_40_1
e_1_2_9_21_1
e_1_2_9_46_1
e_1_2_9_23_1
e_1_2_9_44_1
e_1_2_9_7_1
e_1_2_9_5_1
e_1_2_9_3_1
e_1_2_9_9_1
e_1_2_9_25_1
e_1_2_9_27_1
e_1_2_9_48_1
e_1_2_9_29_1
References_xml – volume: 219
  start-page: 108503
  year: 2021
  article-title: Altered brain intrinsic functional hubs and connectivity associated with relapse risk in heroin dependents undergoing methadone maintenance treatment: a resting‐state fMRI study
  publication-title: Drug Alcohol Depend
– volume: 24
  start-page: 49
  issue: 1
  year: 2014
  end-page: 62
  article-title: Functional brain connectivity using fMRI in aging and Alzheimer's disease
  publication-title: Neuropsychol Rev
– volume: 43
  start-page: 914
  issue: 4
  year: 2017
  end-page: 924
  article-title: Consistent functional connectivity alterations in schizophrenia Spectrum disorder: a multisite study
  publication-title: Schizophr Bull
– volume: 147
  start-page: 1457
  issue: 11
  year: 1990
  end-page: 1462
  article-title: Auditory hallucinations and smaller superior temporal gyral volume in schizophrenia
  publication-title: Am J Psychiatry
– volume: 17
  start-page: 502
  issue: 10
  year: 2013
  end-page: 509
  article-title: Efficiency, capacity, compensation, maintenance, plasticity: emerging concepts in cognitive reserve
  publication-title: Trends Cogn Sci
– volume: 154
  start-page: 143
  year: 2018
  end-page: 151
  article-title: Wavelet coherence‐based classifier: a resting‐state functional MRI study on neurodynamics in adolescents with high‐functioning autism
  publication-title: Comput Methods Programs Biomed
– volume: 22
  start-page: 286
  issue: 3
  year: 2020
  end-page: 295
  article-title: Investigating the neural basis of cognitive control dysfunction in mood disorders
  publication-title: Bipolar Disord
– volume: 9
  year: 2015
  article-title: Corrigendum: GRETNA: a graph theoretical network analysis toolbox for imaging connectomics
  publication-title: Front Hum Neurosci
– volume: 31
  year: 2021
  article-title: Same salience, different consequences: disturbed inter‐network connectivity during a social oddball paradigm in major depressive disorder
  publication-title: Neuroimage Clin
– volume: 22
  start-page: 340
  issue: 4
  year: 2009
  end-page: 347
  article-title: Human brain networks in health and disease
  publication-title: Curr Opin Neurol
– volume: 50
  start-page: 894
  issue: 6
  year: 2020
  end-page: 919
  article-title: Comparative meta‐analyses of brain structural and functional abnormalities during cognitive control in attention‐deficit/hyperactivity disorder and autism spectrum disorder
  publication-title: Psychol Med
– volume: 24
  start-page: 775
  issue: 4
  year: 2011
  end-page: 783
  article-title: Independent component analysis‐based classification of Alzheimer's disease MRI data
  publication-title: J Alzheimers Dis
– volume: 98
  start-page: 676
  issue: 2
  year: 2001
  end-page: 682
  article-title: A default mode of brain function
  publication-title: Proc Natl Acad Sci U S A
– volume: 34
  start-page: 537
  issue: 4
  year: 1995
  end-page: 541
  article-title: Functional connectivity in the motor cortex of resting human brain using echo‐planar MRI
  publication-title: Magn Reson Med
– volume: 1305
  start-page: 35
  year: 2021
  end-page: 55
  article-title: White matter‐based structural brain network of major depression
  publication-title: Adv Exp Med Biol
– volume: 19
  start-page: 395
  issue: 5
  year: 1993
  end-page: 399
  article-title: Optic neuropathy in diabetic subjects
  publication-title: Diabete Metab
– volume: 52
  start-page: 1059
  issue: 3
  year: 2010
  end-page: 1069
  article-title: Complex network measures of brain connectivity: uses and interpretations
  publication-title: Neuroimage
– volume: 733
  year: 2020
  article-title: Imaging diagnosis of central nervous system damage in patients with T2DM
  publication-title: Neurosci Lett
– volume: 57
  start-page: 664
  issue: 9–10
  year: 2014
  end-page: 683
  article-title: Communication disorders and executive function impairment after severe traumatic brain injury: an exploratory study using the GALI (a grid for linguistic analysis of free conversational interchange)
  publication-title: Ann Phys Rehabil Med
– volume: 24
  start-page: 140
  issue: 2
  year: 2021
  end-page: 147
  article-title: Alterations in ventral attention network connectivity in individuals with prediabetes
  publication-title: Nutr Neurosci
– volume: 56
  start-page: 1127
  issue: 6
  year: 2007
  end-page: 1134
  article-title: Endogenous cortical rhythms determine cerebral specialization for speech perception and production
  publication-title: Neuron
– volume: 45
  start-page: 666
  issue: 4
  year: 2020
  end-page: 674
  article-title: Brain gray matter network organization in psychotic disorders
  publication-title: Neuropsychopharmacology
– volume: 10
  year: 2016
  article-title: An evolutionary computation approach to examine functional brain plasticity
  publication-title: Front Neurosci
– volume: 15
  start-page: 283
  year: 2019
  end-page: 291
  article-title: Altered intrinsic brain activity in patients with toothaches using the amplitude of low‐frequency fluctuations: a resting‐state fMRI study
  publication-title: Neuropsychiatr Dis Treat
– volume: 42
  start-page: 143
  issue: 2
  year: 2003
  end-page: 154
  article-title: The insula (Island of Reil) and its role in auditory processing. literature review
  publication-title: Brain Res Brain Res Rev
– volume: 12
  start-page: 512
  issue: 6
  year: 2006
  end-page: 523
  article-title: Small‐world brain networks
  publication-title: Neuroscientist
– volume: 46
  start-page: 940
  issue: 7
  year: 2003
  end-page: 948
  article-title: Cognitive efficiency declines over time in adults with type 1 diabetes: effects of micro‐ and macrovascular complications
  publication-title: Diabetologia
– volume: 70
  start-page: 334
  issue: 4
  year: 2011
  end-page: 342
  article-title: Disrupted brain connectivity networks in drug‐naive, first‐episode major depressive disorder
  publication-title: Biol Psychiatry
– volume: 10
  year: 2019
  article-title: Dysconnectivity of multiple brain networks in schizophrenia: a meta‐analysis of resting‐state functional connectivity
  publication-title: Front Psych
– volume: 32
  start-page: 4307
  issue: 12
  year: 2012
  end-page: 4318
  article-title: Topologically convergent and divergent structural connectivity patterns between patients with remitted geriatric depression and amnestic mild cognitive impairment
  publication-title: J Neurosci
– volume: 103
  start-page: 13848
  issue: 37
  year: 2006
  end-page: 13853
  article-title: Consistent resting‐state networks across healthy subjects
  publication-title: Proc Natl Acad Sci U S A
– volume: 37
  start-page: 212
  issue: 1
  year: 2011
  end-page: 221
  article-title: "where do auditory hallucinations come from?"‐a brain morphometry study of schizophrenia patients with inner or outer space hallucinations
  publication-title: Schizophr Bull
– volume: 129
  start-page: 225
  year: 2015
  end-page: 244
  article-title: Invasive recordings in the human auditory cortex
  publication-title: Handb Clin Neurol
– volume: 7
  issue: 7
  year: 2012
  article-title: Modifications of default‐mode network connectivity in patients with cerebral glioma
  publication-title: PloS One
– volume: 31
  start-page: 1004
  issue: 3
  year: 2006
  end-page: 1014
  article-title: Segregation of visceral and somatosensory afferents: an fMRI and cytoarchitectonic mapping study
  publication-title: Neuroimage
– volume: 33
  start-page: 445
  issue: 4
  year: 2017
  end-page: 454
  article-title: Abnormal Rich‐Club organization associated with compromised cognitive function in patients with schizophrenia and their unaffected parents
  publication-title: Neurosci Bull
– volume: 6
  year: 2014
  article-title: Functional disorganization of small‐world brain networks in mild Alzheimer's disease and amnestic mild cognitive impairment: an EEG study using relative wavelet entropy (RWE)
  publication-title: Front Aging Neurosci
– volume: 39
  start-page: 414
  issue: 5
  year: 2021
  end-page: 423
  article-title: Reviewing applications of structural and functional MRI for bipolar disorder
  publication-title: Jpn J Radiol
– volume: 18
  start-page: 118
  issue: 11
  year: 2018
  article-title: Diabetes, depression, and cognition: a recursive cycle of cognitive dysfunction and glycemic dysregulation
  publication-title: Curr Diab Rep
– volume: 97
  issue: 21
  year: 2018
  article-title: Cortical thickness contributes to cognitive heterogeneity in patients with type 2 diabetes mellitus
  publication-title: Medicine (Baltimore)
– volume: 148
  start-page: 67
  year: 2017
  end-page: 85
  article-title: Regulation of matrix metalloproteinase in the pathogenesis of diabetic retinopathy
  publication-title: Prog Mol Biol Transl Sci
– volume: 72
  start-page: 665
  issue: 4
  year: 2011
  end-page: 678
  article-title: Functional network organization of the human brain
  publication-title: Neuron
– volume: 29
  start-page: 1359
  issue: 4
  year: 2006
  end-page: 1367
  article-title: fMRI resting state networks define distinct modes of long‐distance interactions in the human brain
  publication-title: Neuroimage
– volume: 290
  start-page: 117
  year: 2021
  end-page: 127
  article-title: Movement, mood and cognition: preliminary insights into the therapeutic effects of electroconvulsive therapy for depression through a resting‐state connectivity analysis
  publication-title: J Affect Disord
– volume: 27
  start-page: 963
  issue: 11
  year: 2003
  end-page: 974
  article-title: Retinal and optic nerve diseases
  publication-title: Artif Organs
– volume: 10
  start-page: 1022
  issue: 1
  year: 2019
  article-title: Atypical functional connectome hierarchy in autism
  publication-title: Nat Commun
– volume: 10
  start-page: 249
  issue: 3
  year: 2019
  end-page: 259
  article-title: The predictive potential of altered spontaneous brain activity patterns in diabetic retinopathy and nephropathy
  publication-title: EPMA J
– volume: 41
  start-page: 261
  issue: 3
  year: 2019
  end-page: 269
  article-title: From anatomy to function: the role of the somatosensory cortex in emotional regulation
  publication-title: Braz J Psychiatry
– volume: 19
  start-page: 395
  issue: 5
  year: 1993
  ident: e_1_2_9_6_1
  article-title: Optic neuropathy in diabetic subjects
  publication-title: Diabete Metab
– ident: e_1_2_9_16_1
  doi: 10.1016/j.neuroimage.2009.10.003
– ident: e_1_2_9_58_1
  doi: 10.1016/j.neuron.2007.09.038
– ident: e_1_2_9_20_1
– ident: e_1_2_9_8_1
  doi: 10.1016/j.neuroimage.2005.08.035
– ident: e_1_2_9_17_1
  doi: 10.3389/fnagi.2014.00224
– ident: e_1_2_9_49_1
  doi: 10.1016/j.tics.2013.08.012
– ident: e_1_2_9_35_1
  doi: 10.1017/S0033291720000574
– ident: e_1_2_9_52_1
  doi: 10.1016/j.nicl.2021.102731
– ident: e_1_2_9_23_1
  doi: 10.1016/j.cmpb.2017.11.017
– ident: e_1_2_9_22_1
  doi: 10.3233/JAD-2011-101371
– ident: e_1_2_9_38_1
– ident: e_1_2_9_25_1
  doi: 10.1016/j.biopsych.2011.05.018
– ident: e_1_2_9_55_1
– ident: e_1_2_9_40_1
  doi: 10.1097/MD.0000000000010858
– ident: e_1_2_9_46_1
– ident: e_1_2_9_12_1
  doi: 10.1007/s11604-020-01074-5
– ident: e_1_2_9_57_1
– ident: e_1_2_9_21_1
  doi: 10.1093/schbul/sbw145
– ident: e_1_2_9_43_1
  doi: 10.1016/j.neuroimage.2006.01.023
– ident: e_1_2_9_41_1
  doi: 10.1093/schbul/sbp081
– ident: e_1_2_9_42_1
  doi: 10.1590/1516-4446-2018-0183
– ident: e_1_2_9_36_1
  doi: 10.1038/s41386-019-0586-2
– ident: e_1_2_9_9_1
  doi: 10.1016/j.neuron.2011.09.006
– ident: e_1_2_9_34_1
  doi: 10.1016/j.drugalcdep.2020.108503
– ident: e_1_2_9_15_1
  doi: 10.1097/WCO.0b013e32832d93dd
– ident: e_1_2_9_44_1
  doi: 10.1176/ajp.147.11.1457
– ident: e_1_2_9_28_1
  doi: 10.1177/1073858406293182
– ident: e_1_2_9_3_1
  doi: 10.2147/NDT.S189962
– ident: e_1_2_9_47_1
  doi: 10.1080/1028415X.2019.1609646
– ident: e_1_2_9_11_1
  doi: 10.1111/bdi.12844
– ident: e_1_2_9_54_1
– ident: e_1_2_9_4_1
  doi: 10.1007/s00125-003-1128-2
– ident: e_1_2_9_30_1
  doi: 10.1016/j.neulet.2020.135092
– ident: e_1_2_9_59_1
  doi: 10.3389/fpsyt.2019.00482
– ident: e_1_2_9_2_1
  doi: 10.1016/bs.pmbts.2017.02.004
– ident: e_1_2_9_19_1
– ident: e_1_2_9_56_1
  doi: 10.1016/B978-0-444-62630-1.00013-5
– ident: e_1_2_9_14_1
  doi: 10.1007/s12264-017-0151-0
– ident: e_1_2_9_26_1
  doi: 10.1038/s41467-019-08944-1
– ident: e_1_2_9_32_1
  doi: 10.1007/978-981-33-6044-0_3
– ident: e_1_2_9_37_1
  doi: 10.1016/s0165-0173(03)00172-3
– ident: e_1_2_9_24_1
  doi: 10.3389/fnhum.2015.00458
– ident: e_1_2_9_48_1
  doi: 10.3389/fnins.2016.00146
– ident: e_1_2_9_10_1
  doi: 10.1002/mrm.1910340409
– ident: e_1_2_9_53_1
  doi: 10.1371/journal.pone.0040231
– ident: e_1_2_9_39_1
  doi: 10.1016/j.rehab.2014.08.011
– ident: e_1_2_9_51_1
  doi: 10.1016/j.jad.2021.04.069
– ident: e_1_2_9_31_1
  doi: 10.1523/JNEUROSCI.5061-11.2012
– ident: e_1_2_9_5_1
  doi: 10.1046/j.1525-1594.2003.07304.x
– ident: e_1_2_9_50_1
  doi: 10.1073/pnas.98.2.676
– ident: e_1_2_9_18_1
– ident: e_1_2_9_33_1
  doi: 10.1007/s11892-018-1079-0
– ident: e_1_2_9_7_1
  doi: 10.1073/pnas.0601417103
– ident: e_1_2_9_13_1
  doi: 10.1007/s11065-014-9249-6
– ident: e_1_2_9_29_1
– ident: e_1_2_9_27_1
  doi: 10.1007/s13167-019-00171-4
– ident: e_1_2_9_45_1
SSID ssj0062898
Score 2.3614895
Snippet Aims This study aimed to investigate the resting‐state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic...
This study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic...
AimsThis study aimed to investigate the resting-state functional connectivity and topologic characteristics of brain networks in patients with diabetic optic...
Using independent component analysis and graph theoretical analysis to determine how brain networks altered in patients with diabetic optic neuropathy.
SourceID pubmedcentral
proquest
pubmed
crossref
wiley
SourceType Open Access Repository
Aggregation Database
Index Database
Publisher
StartPage e14579
SubjectTerms Alzheimer's disease
Brain - diagnostic imaging
Brain mapping
Brain Mapping - methods
Brain research
Cerebrospinal fluid
Diabetes
Diabetes Mellitus
Diabetic neuropathy
diabetic optic neuropathy
Disease
Edema
Efficiency
Frontal gyrus
Functional magnetic resonance imaging
graph theoretical analysis
Humans
independent component analysis
Ischemia
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Medical imaging
Metabolism
Nervous system
Neural networks
Neuroimaging
Operculum
Optic nerve
Optic Nerve Diseases
Optic neuropathy
Original
Pathogenesis
Postcentral gyrus
Principal components analysis
Putamen
rs‐fMRI
Schizophrenia
Software
Sparsity
Statistical analysis
Superior temporal gyrus
Temporal gyrus
Time series
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT9wwELZaeumlaumDbSkyqEI9YBW_EruXCqECqgRCKkh7i_wK3QPJtrsc9pf073bGyWYXIXqJLMVO4szY89me-YaQTyYmwJ0uMAW2j6moLHNCeWa8N4pHsCkBT3TPL4qza_VjrMf9htusd6tczol5oo5twD3yLzJjFQXw4Nv0N8OsUXi62qfQeEqeIXUZunSV42HBVcBiIofClVozbeVhzyyEnjwBRMqVRg-udXv0AGQ-9JVcx7DZCJ28JC969EiPOnG_Ik9Ss0n2Lzv66cUBvVpFU80O6D69XBFTL16Tv6fITk3XYhep6zlJoBDpZEiJO6foat42WBqqtDXtdmongbZTvGYyTMxpvPhKjyhm-QBDyHKMEkWD2e0z0lt30-RWUKNFgo9EJ7c5OxLN7LZvyPXJ96vjM9YnZmABbJmFfxm9TLwwtQvaSXfoPSikTYEXouQKIATy4EkudXDcmCBEnYo6cRNCtBqM5luy0UAftggVEimshLNeA5aJ0XgtaxudLWvAFqIckb2leKppx79RLdctIMMqy3BEtpeCq_ohOKtWCjMiu8NtGDx4IuKa1N7NKmELZA-yBh7xrpPz8BZpFAYdQ2tzTwOGCkjMff9OM_mVCbo5rJkxAHhEPmdlefzLq-OLn7nw_v9d-ECeC0BTnfPbNtmY_7lLHwENzf1OVvl_AJQNQw
  priority: 102
  providerName: ProQuest
Title Graph theoretical analysis and independent component analysis of diabetic optic neuropathy: A resting‐state functional magnetic resonance imaging study
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcns.14579
https://www.ncbi.nlm.nih.gov/pubmed/38497532
https://www.proquest.com/docview/3013974112
https://www.proquest.com/docview/2967060989
https://pubmed.ncbi.nlm.nih.gov/PMC10945884
Volume 30
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB6VcuHC-7FQVgahikNTNY6d2HAqVUuFxGpVWmkPSJEfCaxQk4rdPSwnfgJX_h6_hBnn0V0qJMTFshQ7iTUzmc_OzDcAL5QvEHcaFwn0fZHwQkeGCxspa5WIPfoUR39034_S4zPxbiInG_C6y4Vp-CH6AzeyjPC9JgM3drZi5A6FEguZUfIexWoRIDrpqaNS3EiENLhMykjqZK9lFaIonn7mui-6AjCvxkmu4tfggI5uwcfu1Zu4ky-7i7nddd_-YHX8z7XdhpstMGX7jSbdgY2iugvb44bZernDTi8TtWY7bJuNLzmvl_fg51sivmYraZHMtHQn2PFs2lfbnTOKYq8r6vVD6pI1h8BTx-oLagPPJpVLXr5i-4wKiKCP_fX9R0iAYuSNm0NMdm4-VWEejqmJPaRg0_NQeokF6tz7cHZ0eHpwHLVVHyKHjlKjsLxNijhVpXHSJGbPWtR2Xbg45VksEJ8QyV4SJ9KZWCnHeVmkZREr57yW6JEfwGaFq3gEjCfEj8WNthKBkvfKyqTU3uisRODCswE87-SfXzTkHnm3KUIR5EEEA9jqNCNv7XuWJwE5CwSrA3jWX0bLpN8tpirqxSznOiVqIq3wFg8bReqfkihBGc04W62pWD-AWL_Xr1TTz4H9O8YNOWUXD-BlUKG_v3l-MPoQOo__fegTuMERtjVRdluwOf-6KJ4i7JrbIVzjYoxtNsmGcP3N4Wh8MgxHGMNgeb8B8NgzsQ
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LbxMxELZKeoAL4k1KAYOg4tBVu35sbCSESmlJaRtFkEq9LV7bS3PobiCpUH4J_4LfyIz3kVQV3HpZWVrvc8aeb-yZbwh5pZwH3GlsJMD2RcIJHRkmskhlmRKxA5ticUf3eJD0T8TnU3m6Qv40uTAYVtnMiWGidqXFNfItHrCKAHjwfvIjwqpRuLvalNCo1OLQz3-ByzZ9d_AR5Puasf290W4_qqsKRBYmYh1J7TLu40TlxkrDzXaWwd_U3sYJ68UC7B-SuPGYS2tipSxjuU9yHytrnZYw48N9b5BVwcGV6ZDVD3uD4Zdm7k_AfQnJdz0p4UF8u-YywtghC0oUC4kxY8sW8AqsvRqduYyag9nbv0Nu13iV7lQKdpes-OIe2RhWhNfzTTpa5G9NN-kGHS6osOf3ye9PyIdNl7IlqalZUKDh6LgtwjujGNxeFthqu5Q5rdaGx5aWEzwG-k2sojx_S3co1hUB0xuFrCiKJrpa2aTn5nsRroIeJVKKeDo-D_WYaODTfUBOrkVoD0mngG94TCjjSJrFjM4koCfnVCZ5rp3RvRzQDOt1yctGPOmkYvxIG08JZJgGGXbJeiO4tB7003Shol3yoj0NwxX3YEzhy4tpynSCfEVawS0eVXJun8KVwDRnuFpd0oC2A1KBXz5TjM8CJXgMXjqmHHfJm6As_37zdHfwNTTW_v8Jz8nN_uj4KD06GBw-IbcYYLkq9G6ddGY_L_xTwGKz7Fk9ACj5dt1j7i-y5Usc
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZKkRAXRHkuFDAIKg6NWr8SuxJCVcvSUlitRCvtLXUcB_bQZGG3QvtL-C_9dZ1xHrtVBbdeIktxnjP2fGPPfEPIW517wJ3WRRJsXyRzaSLLZRbpLNOS5WBTHO7ofhvEByfyy0iNVshFmwuDYZXtnBgm6rxyuEa-JQJWkQAPtoomLGK43_84-RVhBSncaW3LadQqcuTnf8B9m3443AdZv-O8_-l47yBqKgxEDiZlEymTZ8KzWBfWKSvsdpbBnzXesZgnTIItREI3wYRylmntOC98XHimncuNgtkf7nuL3E6EYjjGklHn7MXgyIQ0vEQpeIzYbliNMIrIgToxqTB6bNkWXgO41-M0l_FzMID9--Reg1zpbq1qa2TFlw_IxrCmvp5v0uNFJtd0k27Q4YIUe_6Q_P2MzNh0KW-S2oYPBRo5HXfleGcUw9yrEltdl6qg9Srx2NFqgsdAxIn1lOc7dJdihREwwlHIj6JorOs1Tnpmf5ThKuhRIbmIp-OzUJmJBmbdR-TkRkT2mKyW8A1PCeUC6bO4NZkCHJXnOlOiMLk1SQG4hic98qYVTzqpuT_S1mcCGaZBhj2y3goubYb_NF0oa4-87k7DwMXdGFv66nyachMjc5HRcIsntZy7pwgtMeEZrtZXNKDrgKTgV8-U45-BHJyBv47Jxz3yPijLv9883Rt8D41n__-EV-QOjLT06-Hg6Dm5ywHU1TF462R19vvcvwBQNsteBu2n5PSmh9slPGFN7A
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=Graph+theoretical+analysis+and+independent+component+analysis+of+diabetic+optic+neuropathy%3A+A+resting%E2%80%90state+functional+magnetic+resonance+imaging+study&rft.jtitle=CNS+neuroscience+%26+therapeutics&rft.au=Wei%2C+Qian&rft.au=Lin%2C+Si%E2%80%90Min&rft.au=Xu%2C+San%E2%80%90Hua&rft.au=Zou%2C+Jie&rft.date=2024-03-01&rft.issn=1755-5930&rft.eissn=1755-5949&rft.volume=30&rft.issue=3&rft_id=info:doi/10.1111%2Fcns.14579&rft.externalDBID=n%2Fa&rft.externalDocID=10_1111_cns_14579
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1755-5930&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1755-5930&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1755-5930&client=summon