Structure-Function Relationship Between Corneal Nerves and Conventional Small-Fiber Tests in Type 1 Diabetes

In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP). Ninety-six type 1 diabetic subjects with a sp...

Full description

Saved in:
Bibliographic Details
Published inDiabetes care Vol. 36; no. 9; pp. 2748 - 2755
Main Authors Sivaskandarajah, Gavasker A., Halpern, Elise M., Lovblom, Leif E., Weisman, Alanna, Orlov, Steven, Bril, Vera, Perkins, Bruce A.
Format Journal Article
LanguageEnglish
Published Alexandria, VA American Diabetes Association 01.09.2013
Subjects
Online AccessGet full text

Cover

Loading…
Abstract In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP). Ninety-six type 1 diabetic subjects with a spectrum of clinical DSP and 64 healthy volunteers underwent IVCCM examinations to determine corneal nerve structure, including corneal nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and fiber tortuosity (CNFT). Small nerve fiber function was assessed by cooling detection thresholds (CDTs), axon reflex-mediated neurogenic vasodilatation in response to cutaneous heating by laser Doppler imaging flare technique (LDIFLARE), and heart rate variability (HRV). Linear associations between structural and functional measures in type 1 diabetic subjects were determined using Spearman correlation coefficients and linear regression analysis. Of the type 1 diabetic subjects, with a mean age of 38.2 ± 15.5 years and a mean HbA1c of 7.9 ± 1.4%, 33 (34%) had DSP according to the consensus definition. Modest correlations were observed between CNFL, CNFD, and CNBD and all functional small-fiber tests (rs = 0.25 to 0.41; P ≤ 0.01 for all comparisons). For example, quantitatively every 1 mm/mm(2) lower CNFL was associated with a 0.61°C lower CDT, a 0.07 cm(2) lower LDIFLARE area, and a 1.78% lower HRV. No significant associations were observed for CNFT and the functional small-fiber measures. Small nerve fiber structural morphology assessed by IVCCM correlated well with functional measures of small nerve fiber injury. In particular, CNFL, CNFD, and CNBD demonstrated clear structure-function relationships.
AbstractList In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP). Ninety-six type 1 diabetic subjects with a spectrum of clinical DSP and 64 healthy volunteers underwent IVCCM examinations to determine corneal nerve structure, including corneal nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and fiber tortuosity (CNFT). Small nerve fiber function was assessed by cooling detection thresholds (CDTs), axon reflex-mediated neurogenic vasodilatation in response to cutaneous heating by laser Doppler imaging flare technique (LDIFLARE), and heart rate variability (HRV). Linear associations between structural and functional measures in type 1 diabetic subjects were determined using Spearman correlation coefficients and linear regression analysis. Of the type 1 diabetic subjects, with a mean age of 38.2 ± 15.5 years and a mean HbA1c of 7.9 ± 1.4%, 33 (34%) had DSP according to the consensus definition. Modest correlations were observed between CNFL, CNFD, and CNBD and all functional small-fiber tests (rs = 0.25 to 0.41; P ≤ 0.01 for all comparisons). For example, quantitatively every 1 mm/mm(2) lower CNFL was associated with a 0.61°C lower CDT, a 0.07 cm(2) lower LDIFLARE area, and a 1.78% lower HRV. No significant associations were observed for CNFT and the functional small-fiber measures. Small nerve fiber structural morphology assessed by IVCCM correlated well with functional measures of small nerve fiber injury. In particular, CNFL, CNFD, and CNBD demonstrated clear structure-function relationships.
In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP).OBJECTIVEIn vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP).Ninety-six type 1 diabetic subjects with a spectrum of clinical DSP and 64 healthy volunteers underwent IVCCM examinations to determine corneal nerve structure, including corneal nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and fiber tortuosity (CNFT). Small nerve fiber function was assessed by cooling detection thresholds (CDTs), axon reflex-mediated neurogenic vasodilatation in response to cutaneous heating by laser Doppler imaging flare technique (LDIFLARE), and heart rate variability (HRV). Linear associations between structural and functional measures in type 1 diabetic subjects were determined using Spearman correlation coefficients and linear regression analysis.RESEARCH DESIGN AND METHODSNinety-six type 1 diabetic subjects with a spectrum of clinical DSP and 64 healthy volunteers underwent IVCCM examinations to determine corneal nerve structure, including corneal nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and fiber tortuosity (CNFT). Small nerve fiber function was assessed by cooling detection thresholds (CDTs), axon reflex-mediated neurogenic vasodilatation in response to cutaneous heating by laser Doppler imaging flare technique (LDIFLARE), and heart rate variability (HRV). Linear associations between structural and functional measures in type 1 diabetic subjects were determined using Spearman correlation coefficients and linear regression analysis.Of the type 1 diabetic subjects, with a mean age of 38.2 ± 15.5 years and a mean HbA1c of 7.9 ± 1.4%, 33 (34%) had DSP according to the consensus definition. Modest correlations were observed between CNFL, CNFD, and CNBD and all functional small-fiber tests (rs = 0.25 to 0.41; P ≤ 0.01 for all comparisons). For example, quantitatively every 1 mm/mm(2) lower CNFL was associated with a 0.61°C lower CDT, a 0.07 cm(2) lower LDIFLARE area, and a 1.78% lower HRV. No significant associations were observed for CNFT and the functional small-fiber measures.RESULTSOf the type 1 diabetic subjects, with a mean age of 38.2 ± 15.5 years and a mean HbA1c of 7.9 ± 1.4%, 33 (34%) had DSP according to the consensus definition. Modest correlations were observed between CNFL, CNFD, and CNBD and all functional small-fiber tests (rs = 0.25 to 0.41; P ≤ 0.01 for all comparisons). For example, quantitatively every 1 mm/mm(2) lower CNFL was associated with a 0.61°C lower CDT, a 0.07 cm(2) lower LDIFLARE area, and a 1.78% lower HRV. No significant associations were observed for CNFT and the functional small-fiber measures.Small nerve fiber structural morphology assessed by IVCCM correlated well with functional measures of small nerve fiber injury. In particular, CNFL, CNFD, and CNBD demonstrated clear structure-function relationships.CONCLUSIONSSmall nerve fiber structural morphology assessed by IVCCM correlated well with functional measures of small nerve fiber injury. In particular, CNFL, CNFD, and CNBD demonstrated clear structure-function relationships.
In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the structure-function relationship of small fibers in diabetic sensorimotor polyneuropathy (DSP). Ninety-six type 1 diabetic subjects with a spectrum of clinical DSP and 64 healthy volunteers underwent IVCCM examinations to determine corneal nerve structure, including corneal nerve fiber length (CNFL), fiber density (CNFD), branch density (CNBD), and fiber tortuosity (CNFT). Small nerve fiber function was assessed by cooling detection thresholds (CDTs), axon reflex-mediated neurogenic vasodilatation in response to cutaneous heating by laser Doppler imaging flare technique (LDIFLARE), and heart rate variability (HRV). Linear associations between structural and functional measures in type 1 diabetic subjects were determined using Spearman correlation coefficients and linear regression analysis. Of the type 1 diabetic subjects, with a mean age of 38.2 ± 15.5 years and a mean HbA1c of 7.9 ± 1.4%, 33 (34%) had DSP according to the consensus definition. Modest correlations were observed between CNFL, CNFD, and CNBD and all functional small-fiber tests (rs = 0.25 to 0.41; P ≤ 0.01 for all comparisons). For example, quantitatively every 1 mm/mm2 lower CNFL was associated with a 0.61°C lower CDT, a 0.07 cm2 lower LDIFLARE area, and a 1.78% lower HRV. No significant associations were observed for CNFT and the functional small-fiber measures. Small nerve fiber structural morphology assessed by IVCCM correlated well with functional measures of small nerve fiber injury. In particular, CNFL, CNFD, and CNBD demonstrated clear structure-function relationships.
Audience Professional
Author Halpern, Elise M.
Bril, Vera
Lovblom, Leif E.
Orlov, Steven
Perkins, Bruce A.
Sivaskandarajah, Gavasker A.
Weisman, Alanna
Author_xml – sequence: 1
  givenname: Gavasker A.
  surname: Sivaskandarajah
  fullname: Sivaskandarajah, Gavasker A.
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 2
  givenname: Elise M.
  surname: Halpern
  fullname: Halpern, Elise M.
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 3
  givenname: Leif E.
  surname: Lovblom
  fullname: Lovblom, Leif E.
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 4
  givenname: Alanna
  surname: Weisman
  fullname: Weisman, Alanna
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 5
  givenname: Steven
  surname: Orlov
  fullname: Orlov, Steven
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 6
  givenname: Vera
  surname: Bril
  fullname: Bril, Vera
  organization: Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
– sequence: 7
  givenname: Bruce A.
  surname: Perkins
  fullname: Perkins, Bruce A.
  organization: Division of Endocrinology and Metabolism, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27667522$$DView record in Pascal Francis
https://www.ncbi.nlm.nih.gov/pubmed/23579181$$D View this record in MEDLINE/PubMed
BookMark eNpt0l9v0zAQAHALDbFu8MAXQJEQEjxki__F8QvSKBSQJpBYebYc59x5cp3OTor27XG2srGpyoOjy8_ny_mO0EHoAyD0GlcnhFJx2hlMSlIJ_gzNsKS85Jw1B2hWYSZLLiU5REcpXVVVxVjTvECHhHIhcYNnyF8McTTDGKFcjMEMrg_FL_B6ekmXblN8guEPQCjmfQygffED4hZSoUOXQ2ELYZI5frHW3pcL10IslpCGVLhQLG82UODis9MtDJBeoudW-wSvdusx-r34spx_K89_fv0-PzsvDafNUNqaaEK7uiK2qltGGwJNY601nGPWdsA5lzVmHWNSYmgs01jUpLK60wRzaOkx-niXdzO2a-hMLjJqrzbRrXW8Ub126vGX4C7Vqt8qKphoJM0J3u8SxP56zH-j1i4Z8F4H6MekMCNCsLqmONO3T-hVP8bckVslhZCU8Ae10h6UC7bP55opqTqjjNKaiKbOqtyjVhAgF5mv3LocfuRP9vj8dLB2Zu-GN_835r4j_-Yhg3c7oJPR3kYdjEsPTtS14IRk9-HOmdinFMHeE1ypaSbVNJNqmslsT59Y44bbAcvVOr9nx18ylOD7
CODEN DICAD2
CitedBy_id crossref_primary_10_1007_s11910_015_0565_x
crossref_primary_10_2337_dc21_0476
crossref_primary_10_1111_head_12547
crossref_primary_10_1111_jdi_13616
crossref_primary_10_1111_jdi_12335
crossref_primary_10_2337_dc14_2114
crossref_primary_10_1002_mus_28213
crossref_primary_10_1016_j_exer_2015_11_024
crossref_primary_10_2337_dc14_1587
crossref_primary_10_1111_aos_14359
crossref_primary_10_1371_journal_pone_0142309
crossref_primary_10_2337_db13_1819
crossref_primary_10_1007_s00125_019_05023_4
crossref_primary_10_1038_s41598_020_78787_0
crossref_primary_10_1167_tvst_10_4_30
crossref_primary_10_1136_bmjdrc_2016_000251
crossref_primary_10_17116_oftalma2020136052155
crossref_primary_10_1210_er_2018_00107
crossref_primary_10_1007_s11428_014_1195_7
crossref_primary_10_1371_journal_pone_0086515
crossref_primary_10_1016_j_diabres_2017_11_026
crossref_primary_10_1167_tvst_11_6_24
crossref_primary_10_1007_s40124_015_0081_0
crossref_primary_10_2337_dc14_2422
crossref_primary_10_2337_dc19_0951
crossref_primary_10_1186_s40035_020_00204_3
crossref_primary_10_1111_dme_12583
crossref_primary_10_1038_s41572_019_0092_1
crossref_primary_10_1111_cxo_12887
crossref_primary_10_1007_s00347_017_0480_4
crossref_primary_10_1111_dme_13952
crossref_primary_10_3390_ijms242015455
crossref_primary_10_1038_nutd_2017_4
crossref_primary_10_1111_jdi_13643
crossref_primary_10_2337_dc13_2005
crossref_primary_10_1016_j_jdiacomp_2022_108320
crossref_primary_10_1002_mus_24553
crossref_primary_10_1586_17469899_2015_1049157
crossref_primary_10_1016_j_jfo_2020_09_027
crossref_primary_10_1155_2015_847854
crossref_primary_10_1016_j_clinthera_2021_04_003
crossref_primary_10_1038_s41598_019_45116_z
crossref_primary_10_1097_ICO_0000000000000447
crossref_primary_10_2337_db14_0492
crossref_primary_10_4093_dmj_2018_0056
crossref_primary_10_1097_ICO_0000000000000084
crossref_primary_10_1111_dme_12536
crossref_primary_10_1097_ICO_0000000000000760
crossref_primary_10_17116_oftalma20201360216
crossref_primary_10_1016_j_jdiacomp_2018_09_016
crossref_primary_10_1177_193229681300700509
crossref_primary_10_1038_s41598_021_81302_8
crossref_primary_10_3390_jcm11206199
crossref_primary_10_1016_j_jcjd_2015_02_006
crossref_primary_10_1136_bjophthalmol_2014_306038
crossref_primary_10_1038_s41598_021_01226_1
crossref_primary_10_1016_j_survophthal_2020_09_003
crossref_primary_10_1016_S2213_8587_15_00136_9
crossref_primary_10_1016_j_eprac_2023_06_004
crossref_primary_10_1016_j_jtos_2019_08_010
crossref_primary_10_1371_journal_pone_0180175
Cites_doi 10.2337/diacare.28.4.956
10.1212/01.wnl.0000336345.70511.0f
10.1046/j.1529-8027.2002.02029.x
10.2337/dc07-0870
10.2337/diacare.13.5.513
10.1007/s00125-003-1086-8
10.1002/mus.880121207
10.1056/NEJMoa032782
10.1371/journal.pone.0034807
10.1097/ICL.0b013e3181eea915
10.2337/db07-0285
10.1056/NEJM199507133330203
10.2337/dc11-1396
10.2337/dc08-1453
10.2337/diacare.10.4.432
10.1097/OPX.0b013e31824ee8c9
10.1111/j.1444-0938.2012.00740.x
10.1167/iovs.03-0637
10.2337/diacare.27.12.2930
10.2337/diacare.27.7.1674
10.2337/dc10-1303
10.1016/j.pain.2010.11.012
10.1097/ICO.0b013e318193e0e3
10.2337/dc10-0253
10.1212/01.WNL.0000149522.32823.EA
10.1016/j.diabres.2010.12.018
10.1212/WNL.0b013e3181a2e8b8
10.2337/diacare.25.11.2048
10.2337/dc07-0175
10.1111/j.1464-5491.2011.03299.x
10.1056/NEJM199309303291401
10.1007/s00125-011-2417-9
10.2337/dc11-1652
ContentType Journal Article
Copyright 2014 INIST-CNRS
COPYRIGHT 2013 American Diabetes Association
Copyright American Diabetes Association Sep 2013
2013 by the American Diabetes Association. 2013
Copyright_xml – notice: 2014 INIST-CNRS
– notice: COPYRIGHT 2013 American Diabetes Association
– notice: Copyright American Diabetes Association Sep 2013
– notice: 2013 by the American Diabetes Association. 2013
DBID AAYXX
CITATION
IQODW
CGR
CUY
CVF
ECM
EIF
NPM
K9.
NAPCQ
7X8
5PM
DOI 10.2337/dc12-2075
DatabaseName CrossRef
Pascal-Francis
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Premium
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Premium
MEDLINE - Academic
DatabaseTitleList MEDLINE
MEDLINE - Academic
ProQuest Health & Medical Complete (Alumni)
Database_xml – sequence: 1
  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: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1935-5548
EndPage 2755
ExternalDocumentID PMC3747893
3062538921
A343362786
23579181
27667522
10_2337_dc12_2075
Genre Research Support, Non-U.S. Gov't
Journal Article
Feature
GeographicLocations Canada
GeographicLocations_xml – name: Canada
GroupedDBID ---
-ET
..I
.XZ
08P
0R~
18M
29F
2WC
4.4
53G
5GY
5RE
5RS
5VS
6PF
7RV
7X7
8C1
8FH
8G5
8R4
8R5
AAFWJ
AAIKC
AAKAS
AAMNW
AAWTL
AAYEP
AAYXX
ABOCM
ABPPZ
ACGFO
ACGOD
ADBBV
ADZCM
AEGXH
AENEX
AERZD
AFOSN
AFRAH
AHMBA
AIAGR
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AN0
ATCPS
BAWUL
BENPR
BHPHI
BPHCQ
BTFSW
CITATION
CS3
DIK
DU5
E3Z
EBS
EDB
EJD
EMOBN
EX3
F5P
FYUFA
GUQSH
GX1
H13
HCIFZ
HZ~
IAG
IAO
IEA
IHR
INH
INR
IOF
IPO
ITC
KQ8
L7B
M0K
M0R
M0T
M2O
M2P
M5~
O5R
O5S
O9-
OK1
OVD
P2P
PCD
Q2X
RHI
SV3
TDI
TEORI
TR2
TWZ
VVN
W8F
WH7
WOQ
WOW
YHG
YOC
~KM
.55
.GJ
3O-
41~
7X2
88E
88I
8AF
8AO
8F7
8FE
8FI
8FJ
AAQOH
AAQQT
AAYJJ
ABUWG
AFFNX
AFKRA
AI.
AQUVI
AZQEC
BCR
BCU
BEC
BKEYQ
BKNYI
BLC
BNQBC
BVXVI
C1A
CCPQU
DWQXO
GNUQQ
HMCUK
IQODW
J5H
K9-
M1P
M2Q
N4W
NAPCQ
PEA
PHGZT
PQQKQ
PROAC
PSQYO
S0X
SJFOW
UKHRP
VH1
WHG
X7M
ZCG
ZGI
ZXP
CGR
CUY
CVF
ECM
EIF
NPM
PHGZM
PJZUB
PPXIY
K9.
7X8
5PM
ID FETCH-LOGICAL-c538t-f62a23d602f06b4382e88fffc5514bde5559614d44991e8f4a17620fada215eb3
ISSN 0149-5992
1935-5548
IngestDate Thu Aug 21 14:35:25 EDT 2025
Fri Jul 11 04:38:25 EDT 2025
Mon Jun 30 16:59:11 EDT 2025
Tue Jun 17 21:38:32 EDT 2025
Thu Jun 12 23:04:01 EDT 2025
Tue Jun 10 20:19:15 EDT 2025
Mon Jul 21 06:05:37 EDT 2025
Wed Apr 02 07:26:40 EDT 2025
Thu Apr 24 23:13:22 EDT 2025
Tue Jul 01 04:11:36 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 9
Keywords Endocrinopathy
Human
Immunopathology
Corneal nerve
Nutrition
Type 1 diabetes
Exploration
Autoimmune disease
Metabolic diseases
Nerve fiber
Structure function relationship
Endocrinology
Language English
License CC BY 4.0
Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c538t-f62a23d602f06b4382e88fffc5514bde5559614d44991e8f4a17620fada215eb3
Notes SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 14
ObjectType-Article-1
ObjectType-Feature-2
content type line 23
G.A.S. and E.M.H. contributed equally to this study.
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC3747893
PMID 23579181
PQID 1429779325
PQPubID 47715
PageCount 8
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_3747893
proquest_miscellaneous_1427746631
proquest_journals_1429779325
gale_infotracmisc_A343362786
gale_infotracgeneralonefile_A343362786
gale_infotracacademiconefile_A343362786
pubmed_primary_23579181
pascalfrancis_primary_27667522
crossref_primary_10_2337_dc12_2075
crossref_citationtrail_10_2337_dc12_2075
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2013-09-01
PublicationDateYYYYMMDD 2013-09-01
PublicationDate_xml – month: 09
  year: 2013
  text: 2013-09-01
  day: 01
PublicationDecade 2010
PublicationPlace Alexandria, VA
PublicationPlace_xml – name: Alexandria, VA
– name: United States
– name: Alexandria
PublicationTitle Diabetes care
PublicationTitleAlternate Diabetes Care
PublicationYear 2013
Publisher American Diabetes Association
Publisher_xml – name: American Diabetes Association
References Pecoraro (2022031301552893200_B3) 1990; 13
Boulton (2022031301552893200_B1) 2005; 28
Bril (2022031301552893200_B26) 2002; 25
Hertz (2022031301552893200_B19) 2011; 28
Kallinikos (2022031301552893200_B31) 2004; 45
Krishnan (2022031301552893200_B10) 2004; 27
Patel (2022031301552893200_B21) 2009; 28
Tesfaye (2022031301552893200_B14) 2010; 33
Tavakoli (2022031301552893200_B16) 2007; 30
England (2022031301552893200_B32) 2009; 72
Krishnan (2022031301552893200_B11) 2009; 32
2022031301552893200_B20
Quattrini (2022031301552893200_B23) 2007; 56
Shin (2022031301552893200_B29) 2011; 92
Tavakoli (2022031301552893200_B34) 2010; 33
England (2022031301552893200_B28) 2005; 64
Casanova-Molla (2022031301552893200_B25) 2011; 152
Malik (2022031301552893200_B15) 2003; 46
Edwards (2022031301552893200_B24) 2012; 95
2022031301552893200_B6
Suarez (2022031301552893200_B7) 1999
Dyck (2022031301552893200_B5) 1987; 10
Vagenas (2022031301552893200_B36) 2012; 89
Vas (2022031301552893200_B12) 2012; 55
Orlov (2022031301552893200_B9) 2012; 35
Efron (2022031301552893200_B33) 2010; 36
Nabavi Nouri (2022031301552893200_B27) 2012; 7
Gibbons (2022031301552893200_B39) 2009; 72
Ahmed (2022031301552893200_B18) 2012; 35
The Diabetes Control and Complications Trial Research Group (2022031301552893200_B35) 1993; 329
Zinman (2022031301552893200_B13) 2004; 27
Oh (2022031301552893200_B30) 2003
Rosenberg (2022031301552893200_B17) 2000; 41
Partanen (2022031301552893200_B4) 1995; 333
Magda (2022031301552893200_B38) 2002; 7
Tesfaye (2022031301552893200_B2) 2005; 352
Stålberg (2022031301552893200_B8) 1989; 12
Mehra (2022031301552893200_B22) 2007; 30
Ziegler (2022031301552893200_B37) 2002
2622473 - Muscle Nerve. 1989 Dec;12(12):993-1000
21185650 - Pain. 2011 Feb;152(2):410-8
22540156 - Clin Exp Optom. 2012 May;95(3):348-54
15562209 - Diabetes Care. 2004 Dec;27(12):2930-5
22407254 - Optom Vis Sci. 2012 May;89(5):812-7
17513704 - Diabetes. 2007 Aug;56(8):2148-54
20435796 - Diabetes Care. 2010 Aug;33(8):1792-7
12401755 - Diabetes Care. 2002 Nov;25(11):2048-52
7860720 - J Clin Neurophysiol. 1994 Nov;11(6):568-83
19398703 - Neurology. 2009 Apr 28;72(17):1479-86
22357183 - Diabetes Care. 2012 Apr;35(4):809-16
2351029 - Diabetes Care. 1990 May;13(5):513-21
10967045 - Invest Ophthalmol Vis Sci. 2000 Sep;41(10):2915-21
7777034 - N Engl J Med. 1995 Jul 13;333(2):89-94
12198820 - Int Rev Neurobiol. 2002;50:431-63
17623821 - Diabetes Care. 2007 Oct;30(10):2608-12
21434993 - Diabet Med. 2011 Oct;28(10):1253-60
15793206 - Diabetes Care. 2005 Apr;28(4):956-62
22193513 - Diabetologia. 2012 Mar;55(3):795-800
22529938 - PLoS One. 2012;7(4):e34807
22519850 - Diabet Med. 2012 Sep;29(9):e297-303
14744880 - Invest Ophthalmol Vis Sci. 2004 Feb;45(2):418-22
15668414 - Neurology. 2005 Jan 25;64(2):199-207
15673800 - N Engl J Med. 2005 Jan 27;352(4):341-50
19056667 - Neurology. 2009 Jan 13;72(2):177-84
19574916 - Cornea. 2009 Aug;28(7):735-40
8366922 - N Engl J Med. 1993 Sep 30;329(14):977-86
3622200 - Diabetes Care. 1987 Jul-Aug;10(4):432-40
12739016 - Diabetologia. 2003 May;46(5):683-8
17372147 - Diabetes Care. 2007 Jul;30(7):1895-7
20724854 - Eye Contact Lens. 2010 Sep;36(5):245-8
20876709 - Diabetes Care. 2010 Oct;33(10):2285-93
12477168 - J Peripher Nerv Syst. 2002 Dec;7(4):225-8
19074993 - Diabetes Care. 2009 Mar;32(3):451-5
21227527 - Diabetes Res Clin Pract. 2011 Apr;92(1):e16-9
15220245 - Diabetes Care. 2004 Jul;27(7):1674-9
22323412 - Diabetes Care. 2012 Apr;35(4):821-8
References_xml – volume: 28
  start-page: 956
  year: 2005
  ident: 2022031301552893200_B1
  article-title: Diabetic neuropathies: a statement by the American Diabetes Association
  publication-title: Diabetes Care
  doi: 10.2337/diacare.28.4.956
– volume: 72
  start-page: 177
  year: 2009
  ident: 2022031301552893200_B32
  article-title: Practice Parameter: evaluation of distal symmetric polyneuropathy: role of autonomic testing, nerve biopsy, and skin biopsy (an evidence-based review). Report of the American Academy of Neurology, American Association of Neuromuscular and Electrodiagnostic Medicine, and American Academy of Physical Medicine and Rehabilitation
  publication-title: Neurology
  doi: 10.1212/01.wnl.0000336345.70511.0f
– volume: 7
  start-page: 225
  year: 2002
  ident: 2022031301552893200_B38
  article-title: Quantitative sensory testing: high sensitivity in small fiber neuropathy with normal NCS/EMG
  publication-title: J Peripher Nerv Syst
  doi: 10.1046/j.1529-8027.2002.02029.x
– ident: 2022031301552893200_B6
– volume: 30
  start-page: 2608
  year: 2007
  ident: 2022031301552893200_B22
  article-title: Corneal confocal microscopy detects early nerve regeneration after pancreas transplantation in patients with type 1 diabetes
  publication-title: Diabetes Care
  doi: 10.2337/dc07-0870
– volume: 13
  start-page: 513
  year: 1990
  ident: 2022031301552893200_B3
  article-title: Pathways to diabetic limb amputation. Basis for prevention
  publication-title: Diabetes Care
  doi: 10.2337/diacare.13.5.513
– volume: 46
  start-page: 683
  year: 2003
  ident: 2022031301552893200_B15
  article-title: Corneal confocal microscopy: a non-invasive surrogate of nerve fibre damage and repair in diabetic patients
  publication-title: Diabetologia
  doi: 10.1007/s00125-003-1086-8
– volume: 12
  start-page: 993
  year: 1989
  ident: 2022031301552893200_B8
  article-title: Automatic analysis of heart rate variation: I. Method and reference values in healthy controls
  publication-title: Muscle Nerve
  doi: 10.1002/mus.880121207
– volume: 352
  start-page: 341
  year: 2005
  ident: 2022031301552893200_B2
  article-title: Vascular risk factors and diabetic neuropathy
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa032782
– volume: 7
  start-page: e34807
  year: 2012
  ident: 2022031301552893200_B27
  article-title: Diabetic neuropathy and axon reflex-mediated neurogenic vasodilatation in type 1 diabetes
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0034807
– volume: 36
  start-page: 245
  year: 2010
  ident: 2022031301552893200_B33
  article-title: Repeatability of measuring corneal subbasal nerve fiber length in individuals with type 2 diabetes
  publication-title: Eye Contact Lens
  doi: 10.1097/ICL.0b013e3181eea915
– start-page: 431
  year: 2002
  ident: 2022031301552893200_B37
  article-title: Clinical trials for drugs against diabetic neuropathy: can we combine scientific needs with clinical practicalities?
– volume: 56
  start-page: 2148
  year: 2007
  ident: 2022031301552893200_B23
  article-title: Surrogate markers of small fiber damage in human diabetic neuropathy
  publication-title: Diabetes
  doi: 10.2337/db07-0285
– volume: 333
  start-page: 89
  year: 1995
  ident: 2022031301552893200_B4
  article-title: Natural history of peripheral neuropathy in patients with non-insulin-dependent diabetes mellitus
  publication-title: N Engl J Med
  doi: 10.1056/NEJM199507133330203
– volume: 35
  start-page: 821
  year: 2012
  ident: 2022031301552893200_B18
  article-title: Detection of diabetic sensorimotor polyneuropathy by corneal confocal microscopy in type 1 diabetes: a concurrent validity study
  publication-title: Diabetes Care
  doi: 10.2337/dc11-1396
– volume: 32
  start-page: 451
  year: 2009
  ident: 2022031301552893200_B11
  article-title: Abnormal LDIflare but normal quantitative sensory testing and dermal nerve fiber density in patients with painful diabetic neuropathy
  publication-title: Diabetes Care
  doi: 10.2337/dc08-1453
– volume: 10
  start-page: 432
  year: 1987
  ident: 2022031301552893200_B5
  article-title: Vibratory and cooling detection thresholds compared with other tests in diagnosing and staging diabetic neuropathy
  publication-title: Diabetes Care
  doi: 10.2337/diacare.10.4.432
– volume: 89
  start-page: 812
  year: 2012
  ident: 2022031301552893200_B36
  article-title: Optimal image sample size for corneal nerve morphometry
  publication-title: Optom Vis Sci
  doi: 10.1097/OPX.0b013e31824ee8c9
– volume: 95
  start-page: 348
  year: 2012
  ident: 2022031301552893200_B24
  article-title: Utility of corneal confocal microscopy for assessing mild diabetic neuropathy: baseline findings of the LANDMark study
  publication-title: Clin Exp Optom
  doi: 10.1111/j.1444-0938.2012.00740.x
– volume: 45
  start-page: 418
  year: 2004
  ident: 2022031301552893200_B31
  article-title: Corneal nerve tortuosity in diabetic patients with neuropathy
  publication-title: Invest Ophthalmol Vis Sci
  doi: 10.1167/iovs.03-0637
– volume: 27
  start-page: 2930
  year: 2004
  ident: 2022031301552893200_B10
  article-title: The LDIflare: a novel test of C-fiber function demonstrates early neuropathy in type 2 diabetes
  publication-title: Diabetes Care
  doi: 10.2337/diacare.27.12.2930
– volume: 27
  start-page: 1674
  year: 2004
  ident: 2022031301552893200_B13
  article-title: Cooling detection thresholds in the assessment of diabetic sensory polyneuropathy: comparison of CASE IV and Medoc instruments
  publication-title: Diabetes Care
  doi: 10.2337/diacare.27.7.1674
– volume: 33
  start-page: 2285
  year: 2010
  ident: 2022031301552893200_B14
  article-title: Diabetic neuropathies: update on definitions, diagnostic criteria, estimation of severity, and treatments
  publication-title: Diabetes Care
  doi: 10.2337/dc10-1303
– volume: 152
  start-page: 410
  year: 2011
  ident: 2022031301552893200_B25
  article-title: On the relationship between nociceptive evoked potentials and intraepidermal nerve fiber density in painful sensory polyneuropathies
  publication-title: Pain
  doi: 10.1016/j.pain.2010.11.012
– volume: 28
  start-page: 735
  year: 2009
  ident: 2022031301552893200_B21
  article-title: Corneal sensitivity and slit scanning in vivo confocal microscopy of the subbasal nerve plexus of the normal central and peripheral human cornea
  publication-title: Cornea
  doi: 10.1097/ICO.0b013e318193e0e3
– volume: 33
  start-page: 1792
  year: 2010
  ident: 2022031301552893200_B34
  article-title: Corneal confocal microscopy: a novel noninvasive test to diagnose and stratify the severity of human diabetic neuropathy
  publication-title: Diabetes Care
  doi: 10.2337/dc10-0253
– volume: 64
  start-page: 199
  year: 2005
  ident: 2022031301552893200_B28
  article-title: Distal symmetric polyneuropathy: a definition for clinical research: report of the American Academy of Neurology, the American Association of Electrodiagnostic Medicine, and the American Academy of Physical Medicine and Rehabilitation
  publication-title: Neurology
  doi: 10.1212/01.WNL.0000149522.32823.EA
– volume: 92
  start-page: e16
  year: 2011
  ident: 2022031301552893200_B29
  article-title: How sensitive is the case definition for diabetic sensorimotor polyneuropathy to the use of different symptoms, signs, and nerve conduction parameters in type 1 diabetes?
  publication-title: Diabetes Res Clin Pract
  doi: 10.1016/j.diabres.2010.12.018
– volume: 72
  start-page: 1479
  year: 2009
  ident: 2022031301552893200_B39
  article-title: Quantification of sweat gland innervation: a clinical-pathologic correlation
  publication-title: Neurology
  doi: 10.1212/WNL.0b013e3181a2e8b8
– ident: 2022031301552893200_B20
– volume: 25
  start-page: 2048
  year: 2002
  ident: 2022031301552893200_B26
  article-title: Validation of the Toronto Clinical Scoring System for diabetic polyneuropathy
  publication-title: Diabetes Care
  doi: 10.2337/diacare.25.11.2048
– start-page: 86
  volume-title: Clinical Electromyography: Nerve Conduction Studies
  year: 2003
  ident: 2022031301552893200_B30
  article-title: Normal values for common nerve conduction tests
– start-page: 151
  volume-title: Diabetic Neuropathy
  year: 1999
  ident: 2022031301552893200_B7
  article-title: Quantitative sensory assessment
– volume: 30
  start-page: 1895
  year: 2007
  ident: 2022031301552893200_B16
  article-title: Corneal sensitivity is reduced and relates to the severity of neuropathy in patients with diabetes
  publication-title: Diabetes Care
  doi: 10.2337/dc07-0175
– volume: 41
  start-page: 2915
  year: 2000
  ident: 2022031301552893200_B17
  article-title: Corneal structure and sensitivity in type 1 diabetes mellitus
  publication-title: Invest Ophthalmol Vis Sci
– volume: 28
  start-page: 1253
  year: 2011
  ident: 2022031301552893200_B19
  article-title: Reproducibility of in vivo corneal confocal microscopy as a novel screening test for early diabetic sensorimotor polyneuropathy
  publication-title: Diabet Med
  doi: 10.1111/j.1464-5491.2011.03299.x
– volume: 329
  start-page: 977
  year: 1993
  ident: 2022031301552893200_B35
  article-title: The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus
  publication-title: N Engl J Med
  doi: 10.1056/NEJM199309303291401
– volume: 55
  start-page: 795
  year: 2012
  ident: 2022031301552893200_B12
  article-title: Small fibre dysfunction, microvascular complications and glycaemic control in type 1 diabetes: a case-control study
  publication-title: Diabetologia
  doi: 10.1007/s00125-011-2417-9
– volume: 35
  start-page: 809
  year: 2012
  ident: 2022031301552893200_B9
  article-title: Heart rate variability and sensorimotor polyneuropathy in type 1 diabetes
  publication-title: Diabetes Care
  doi: 10.2337/dc11-1652
– reference: 21227527 - Diabetes Res Clin Pract. 2011 Apr;92(1):e16-9
– reference: 22323412 - Diabetes Care. 2012 Apr;35(4):821-8
– reference: 15668414 - Neurology. 2005 Jan 25;64(2):199-207
– reference: 10967045 - Invest Ophthalmol Vis Sci. 2000 Sep;41(10):2915-21
– reference: 15220245 - Diabetes Care. 2004 Jul;27(7):1674-9
– reference: 22407254 - Optom Vis Sci. 2012 May;89(5):812-7
– reference: 15562209 - Diabetes Care. 2004 Dec;27(12):2930-5
– reference: 22529938 - PLoS One. 2012;7(4):e34807
– reference: 15793206 - Diabetes Care. 2005 Apr;28(4):956-62
– reference: 12198820 - Int Rev Neurobiol. 2002;50:431-63
– reference: 19074993 - Diabetes Care. 2009 Mar;32(3):451-5
– reference: 12739016 - Diabetologia. 2003 May;46(5):683-8
– reference: 2351029 - Diabetes Care. 1990 May;13(5):513-21
– reference: 17623821 - Diabetes Care. 2007 Oct;30(10):2608-12
– reference: 21185650 - Pain. 2011 Feb;152(2):410-8
– reference: 7777034 - N Engl J Med. 1995 Jul 13;333(2):89-94
– reference: 15673800 - N Engl J Med. 2005 Jan 27;352(4):341-50
– reference: 19398703 - Neurology. 2009 Apr 28;72(17):1479-86
– reference: 20724854 - Eye Contact Lens. 2010 Sep;36(5):245-8
– reference: 14744880 - Invest Ophthalmol Vis Sci. 2004 Feb;45(2):418-22
– reference: 3622200 - Diabetes Care. 1987 Jul-Aug;10(4):432-40
– reference: 17372147 - Diabetes Care. 2007 Jul;30(7):1895-7
– reference: 20876709 - Diabetes Care. 2010 Oct;33(10):2285-93
– reference: 17513704 - Diabetes. 2007 Aug;56(8):2148-54
– reference: 21434993 - Diabet Med. 2011 Oct;28(10):1253-60
– reference: 19574916 - Cornea. 2009 Aug;28(7):735-40
– reference: 12401755 - Diabetes Care. 2002 Nov;25(11):2048-52
– reference: 8366922 - N Engl J Med. 1993 Sep 30;329(14):977-86
– reference: 2622473 - Muscle Nerve. 1989 Dec;12(12):993-1000
– reference: 22357183 - Diabetes Care. 2012 Apr;35(4):809-16
– reference: 22519850 - Diabet Med. 2012 Sep;29(9):e297-303
– reference: 19056667 - Neurology. 2009 Jan 13;72(2):177-84
– reference: 22540156 - Clin Exp Optom. 2012 May;95(3):348-54
– reference: 20435796 - Diabetes Care. 2010 Aug;33(8):1792-7
– reference: 22193513 - Diabetologia. 2012 Mar;55(3):795-800
– reference: 12477168 - J Peripher Nerv Syst. 2002 Dec;7(4):225-8
– reference: 7860720 - J Clin Neurophysiol. 1994 Nov;11(6):568-83
SSID ssj0004488
Score 2.3937724
Snippet In vivo corneal confocal microscopy (IVCCM) has been proposed as a noninvasive technique to assess small nerve fiber structural morphology. We investigated the...
SourceID pubmedcentral
proquest
gale
pubmed
pascalfrancis
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 2748
SubjectTerms Adult
Aged
Biological and medical sciences
Care and treatment
Complications and side effects
Cornea
Cornea - innervation
Cornea - pathology
Diabetes
Diabetes Mellitus, Type 1 - pathology
Diabetes. Impaired glucose tolerance
Diabetic Neuropathies - pathology
Endocrine pancreas. Apud cells (diseases)
Endocrinopathies
Etiopathogenesis. Screening. Investigations. Target tissue resistance
Female
Heart rate
Humans
Male
Medical sciences
Metabolic diseases
Microscopy, Confocal
Middle Aged
Miscellaneous
Morphology
Optic nerve
Original Research
Physiological aspects
Polyneuropathies
Public health. Hygiene
Public health. Hygiene-occupational medicine
Regression analysis
Type 1 diabetes
Young Adult
Title Structure-Function Relationship Between Corneal Nerves and Conventional Small-Fiber Tests in Type 1 Diabetes
URI https://www.ncbi.nlm.nih.gov/pubmed/23579181
https://www.proquest.com/docview/1429779325
https://www.proquest.com/docview/1427746631
https://pubmed.ncbi.nlm.nih.gov/PMC3747893
Volume 36
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1db9MwFLWqISEkhPimMCaDECBNGYmTpsljKSuFdRWondhb5CQ2BEJaLe0e-Cn8Wu61nTQpFQJeosp2HSv3xL7XOT6XkGcpD_w4dlPLSZhneb5wLR7Di5cwYacJOBS-Sp1wOvXHZ9778955p_OzwVpar-Kj5MfOcyX_Y1UoA7viKdl_sGzdKRTAb7AvXMHCcP0rG8-U-Ov6QlgjWJ6UJWtyG5KwXhsS1nBxUaCA8BTpjVqUedhkm8--8zy3RkgeOZzDMqE4shihHjqHhjJTNr3YqkzpWtd7NNklL7-pjQn-lavdmrcci5CFv5no8qXQ_OHjPCvFZjN2sriM84VC50RkcnNC4pPISrNNO8AMS7y5UYFJI8IW6aP6AlWPcRuA1Q5naPXCsDVFa40UA8WwOd_2tU7n9kLAXCUlkCYOA8To3Cxtse3xYBZ9eDOKJu-mJ-1avbjbEBiCM4caBVcYhCCYHePkY0OJ3lM5TevhatUqvO-r-q4tX8es-NeXvIS3T-q0Kbvimm16bsPfmd8kN0ygQgcadbdIRxS3ydVTQ8W4Q_LfwUeb4KMGfNSAj2rwUQAIbYKPNsBHFfhoVlAEH3VoZcS75Gx0PB-OLZO6w0rgqa0s6TPO3NS3mbT9GD82iyCQUibooMep6EEgC45h6kHA7YhAetyBVdmWPOXgg4rYvUf2ikUhHhAqWD9xPdmTsNx4dpjGTiA86bmxZ8ch92WXvKwecpQYXXtMr5JHEN-iPSK0R4T26JKnddOlFnPZ1egFWipCOEE_CTfnVGA0KJUWDVzPBa-vH_hd8rzV8rMWit_VcL_VEGbwpFV90AJFPTbW9yGeZwz-X6EkMtNPCTE7g9gNwi8Y8ZO6GrtG2mQhFmvVBsI7CCqcLrmvQbXp3O31Q_Dvu6TfglvdAIXn2zVF9kUJ0LuYdCN0H_55WI_Itc00sE_2AJXiMXjwq_hAvUq_ANFi9fs
linkProvider Colorado Alliance of Research Libraries
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=Structure-Function+Relationship+Between+Corneal+Nerves+and+Conventional+Small-Fiber+Tests+in+Type+1+Diabetes&rft.jtitle=Diabetes+care&rft.au=Sivaskandarajah%2C+Gavasker+A&rft.au=Halpern%2C+Elise+M&rft.au=Lovblom%2C+Leif+E&rft.au=Weisman%2C+Alanna&rft.date=2013-09-01&rft.pub=American+Diabetes+Association&rft.issn=0149-5992&rft.volume=36&rft.issue=9&rft.spage=2748&rft_id=info:doi/10.2337%2Fdc12-2075&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3062538921
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0149-5992&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0149-5992&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0149-5992&client=summon