Detection of Diabetic Sensorimotor Polyneuropathy by Corneal Confocal Microscopy in Type 1 Diabetes: A concurrent validity study
OBJECTIVE: We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics. RESEARCH DESIGN AND METHODS: Concurrent with clinical and electrophysiological examinat...
Saved in:
Published in | Diabetes care Vol. 35; no. 4; pp. 821 - 828 |
---|---|
Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Alexandria, VA
American Diabetes Association
01.04.2012
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | OBJECTIVE: We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics. RESEARCH DESIGN AND METHODS: Concurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis. RESULTS: DSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm2 (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value ≥15.8 mm/mm2, sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm2, specificity 93%, positive likelihood ratio 8.5). CONCLUSIONS: Among CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk. |
---|---|
AbstractList | We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics.OBJECTIVEWe aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics.Concurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis.RESEARCH DESIGN AND METHODSConcurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis.DSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm(2) (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value ≥15.8 mm/mm(2), sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm(2), specificity 93%, positive likelihood ratio 8.5).RESULTSDSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm(2) (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value ≥15.8 mm/mm(2), sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm(2), specificity 93%, positive likelihood ratio 8.5).Among CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk.CONCLUSIONSAmong CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk. OBJECTIVE: We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics. RESEARCH DESIGN AND METHODS: Concurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis. RESULTS: DSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm2 (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value ≥15.8 mm/mm2, sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm2, specificity 93%, positive likelihood ratio 8.5). CONCLUSIONS: Among CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk. We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics. Concurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis. DSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm(2) (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value ≥15.8 mm/mm(2), sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm(2), specificity 93%, positive likelihood ratio 8.5). Among CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk. We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to describe its performance characteristics. Concurrent with clinical and electrophysiological examination for classification of DSP, CCM was performed on 89 type 1 diabetic and 64 healthy subjects to determine corneal nerve fiber length (CNFL), density, tortuosity, and branch density. Area under the curve (AUC) and optimal thresholds for DSP identification in those with diabetes were determined by receiver operating characteristic (ROC) curve analysis. DSP was present in 33 (37%) subjects. With the exception of tortuosity, CCM parameters were significantly lower in DSP case subjects. In ROC curve analysis, AUC was greatest for CNFL (0.88) compared with fiber density (0.84, P = 0.0001), branch density (0.73, P < 0.0001), and tortuosity (0.55, P < 0.0001). The threshold value that optimized sensitivity and specificity for ruling in DSP was a CNFL of ≤14.0 mm/mm^sup 2^ (sensitivity 85%, specificity 84%), associated with positive and negative likelihood ratios of 5.3 and 0.18. An alternate approach that used separate threshold values maximized sensitivity (threshold value 2:15.8 mm/mm^sup 2^, sensitivity 91%, negative likelihood ratio 0.16) and specificity (≤11.5 mm/mm^sup 2^, specificity 93%, positive likelihood ratio 8.5). Among CCM parameters, CNFL best discriminated DSP cases from control subjects. A single threshold offers clinically acceptable operating characteristics, although a strategy that uses separate thresholds to respectively rule in and rule out DSP has excellent performance while minimizing unclassified subjects. We hypothesize that values between these thresholds indicate incipient nerve injury that represents those individuals at future neuropathy risk. |
Audience | Professional |
Author | Bril, Vera Orszag, Andrej Paulson, Jenna Yeung, Emily Orlov, Steven Ahmed, Ausma Perkins, Bruce A Ngo, Mylan |
Author_xml | – sequence: 1 fullname: Ahmed, Ausma – sequence: 2 fullname: Bril, Vera – sequence: 3 fullname: Orszag, Andrej – sequence: 4 fullname: Paulson, Jenna – sequence: 5 fullname: Yeung, Emily – sequence: 6 fullname: Ngo, Mylan – sequence: 7 fullname: Orlov, Steven – sequence: 8 fullname: Perkins, Bruce A |
BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25654755$$DView record in Pascal Francis https://www.ncbi.nlm.nih.gov/pubmed/22323412$$D View this record in MEDLINE/PubMed |
BookMark | eNp9kl1rFDEUhgep2G31wj-gQRG9mZrvnXghLFu_oKLQ9nrIZM5sU2aTbTJTmDt_uqfs-lFZJBfnkDx5OeflPSoOQgxQFE8ZPeFCzN-2jrGSCaMfFDNmhCqVktVBMaNMmlIZww-Lo5yvKaVSVtWj4pBzwYVkfFb8OIUB3OBjILEjp942MHhHziHkmPw6DjGR77GfAowpbuxwNZFmIsuYAtgea-iiw-ardylmFzcT8YFcTBsgbKcG-R1ZEBeDG1OCMJBb2_vWDxPJw9hOj4uHne0zPNnV4-Ly44eL5efy7NunL8vFWdnJSg4ltMI5wbCvDDSNqRwzkrtGdVJYrqWCqu1AKCvmVlptgXMQLdXNXPNWNSCOi_db3c3YrKF1OEmyfb3BJW2a6mh9ff8l-Kt6FW9rIWglKEOB1zuBFG9GyEO99tlB39sAccy1QWsNm3OJ5Jv_kkxroalUmiL64h_0Oo4poBG10UKxSjOO0MsttLI91B4txwHdnWa94EgwURmFVLmHWkEA3Abz0nm8vsef7OHxtLD2bu-HZ387-Nu6X2FC4NUOsBlD0SUbnM9_OKWVnKs7oedbrrOxtquEzOU5x7BSypREY8RPX77ihA |
CODEN | DICAD2 |
ContentType | Journal Article |
Copyright | 2015 INIST-CNRS COPYRIGHT 2012 American Diabetes Association Copyright American Diabetes Association Apr 2012 2012 by the American Diabetes Association. 2012 |
Copyright_xml | – notice: 2015 INIST-CNRS – notice: COPYRIGHT 2012 American Diabetes Association – notice: Copyright American Diabetes Association Apr 2012 – notice: 2012 by the American Diabetes Association. 2012 |
DBID | FBQ IQODW CGR CUY CVF ECM EIF NPM 3V. 7RV 7X2 7X7 7XB 88E 88I 8AF 8AO 8C1 8FE 8FH 8FI 8FJ 8FK 8G5 ABUWG AFKRA AN0 ATCPS AZQEC BEC BENPR BHPHI CCPQU DWQXO FYUFA GHDGH GNUQQ GUQSH HCIFZ K9- K9. KB0 M0K M0R M0S M0T M1P M2O M2P MBDVC NAPCQ PHGZM PHGZT PJZUB PKEHL PPXIY PQEST PQQKQ PQUKI PRINS Q9U S0X 7S9 L.6 7X8 5PM |
DOI | 10.2337/dc11-1396 |
DatabaseName | AGRIS Pascal-Francis Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Nursing & Allied Health Database Agricultural Science Collection Health & Medical Collection ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) Science Database (Alumni Edition) STEM Database ProQuest Pharma Collection Public Health Database ProQuest SciTech Collection ProQuest Natural Science Journals ProQuest Hospital Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Research Library ProQuest Central (Alumni) ProQuest Central UK/Ireland British Nursing Database (Proquest) Agricultural & Environmental Science Collection ProQuest Central Essentials eLibrary ProQuest Central Natural Science Collection (ProQuest) ProQuest One Community College ProQuest Central Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student ProQuest Research Library SciTech Premium Collection (ProQuest) Consumer Health Database (Alumni Edition) ProQuest Health & Medical Complete (Alumni) Nursing & Allied Health Database (Alumni Edition) Agricultural Science Database Consumer Health Database (subscription) ProQuest Health & Medical Collection Healthcare Administration Database Medical Database Research Library Science Database (subscription) Research Library (Corporate) Nursing & Allied Health Premium ProQuest Central Premium ProQuest One Academic ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic SIRS Editorial AGRICOLA AGRICOLA - Academic MEDLINE - Academic PubMed Central (Full Participant titles) |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Agricultural Science Database Research Library Prep ProQuest Central Student ProQuest Central Essentials elibrary ProQuest AP Science SciTech Premium Collection ProQuest Central China Health Research Premium Collection Natural Science Collection Health & Medical Research Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest Science Journals (Alumni Edition) ProQuest Family Health ProQuest One Academic Eastern Edition Agricultural Science Collection ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Hospital Collection (Alumni) Nursing & Allied Health Premium ProQuest Health & Medical Complete ProQuest One Academic UKI Edition ProQuest Nursing & Allied Health Source (Alumni) ProQuest One Academic ProQuest One Academic (New) ProQuest One Academic Middle East (New) SIRS Editorial ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing Research Library (Alumni Edition) ProQuest Natural Science Collection ProQuest Pharma Collection ProQuest Family Health (Alumni Edition) ProQuest Central Health and Medicine Complete (Alumni Edition) ProQuest Central Korea Agricultural & Environmental Science Collection ProQuest Research Library ProQuest Public Health ProQuest Central Basic ProQuest Science Journals British Nursing Index with Full Text ProQuest Health Management ProQuest Nursing & Allied Health Source ProQuest SciTech Collection ProQuest Medical Library ProQuest Central (Alumni) AGRICOLA AGRICOLA - Academic MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic AGRICOLA MEDLINE Agricultural Science Database |
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 – sequence: 3 dbid: BENPR name: ProQuest Central (subscription) url: https://www.proquest.com/central sourceTypes: Aggregation Database – sequence: 4 dbid: FBQ name: AGRIS url: http://www.fao.org/agris/Centre.asp?Menu_1ID=DB&Menu_2ID=DB1&Language=EN&Content=http://www.fao.org/agris/search?Language=EN sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 1935-5548 |
EndPage | 828 |
ExternalDocumentID | PMC3308301 2623940711 A286113895 22323412 25654755 US201400154045 |
Genre | Validation Studies Controlled Clinical Trial Research Support, Non-U.S. Gov't Journal Article |
GeographicLocations | Canada |
GeographicLocations_xml | – name: Canada |
GroupedDBID | --- -ET ..I .55 .GJ .XZ 08P 0R~ 18M 29F 2WC 3O- 4.4 41~ 53G 5GY 5RE 5RS 5VS 6PF 7RV 7X2 7X7 88E 88I 8AF 8AO 8C1 8F7 8FE 8FH 8FI 8FJ 8G5 8R4 8R5 AAIKC AAKAS AAMNW AAQOH AAQQT AAWTL AAYEP AAYJJ ABOCM ABPPZ ABUWG ACGFO ACGOD ADBBV ADZCM AEGXH AENEX AERZD AFFNX AFKRA AFOSN AFRAH AHMBA AI. AIAGR ALIPV ALMA_UNASSIGNED_HOLDINGS AN0 AQUVI ATCPS AZQEC BAWUL BCR BCU BEC BENPR BHPHI BKEYQ BKNYI BLC BNQBC BPHCQ BTFSW BVXVI C1A CCPQU CS3 DIK DU5 DWQXO E3Z EBS EDB EJD EMOBN EX3 F5P FBQ FYUFA GNUQQ GUQSH GX1 H13 HCIFZ HMCUK HZ~ IAG IAO IEA IHR INH INR IOF IPO ITC J5H K9- KQ8 L7B M0K M0R M0T M1P M2O M2P M2Q M5~ N4W NAPCQ O5R O5S O9- OK1 OVD P2P PCD PEA PHGZT PQQKQ PROAC PSQYO Q2X RHI S0X SJFOW SV3 TDI TEORI TR2 TWZ UKHRP VH1 VVN W8F WH7 WHG WOQ WOW X7M YHG YOC ZCG ZGI ZXP ~KM AAFWJ IQODW PHGZM PJZUB PPXIY CGR CUY CVF ECM EIF NPM PMFND 3V. 7XB 8FK K9. MBDVC PKEHL PQEST PQUKI PRINS Q9U 7S9 L.6 7X8 5PM |
ID | FETCH-LOGICAL-f484t-ed3cc3148489ebb98c1942cb5f43a2645e8dfe35a37a4a6ae22e3d06b762d5be3 |
IEDL.DBID | 7X7 |
ISSN | 0149-5992 1935-5548 |
IngestDate | Thu Aug 21 14:31:17 EDT 2025 Mon Jul 21 10:53:13 EDT 2025 Fri Jul 11 02:54:18 EDT 2025 Sat Jul 26 02:37:45 EDT 2025 Tue Jun 17 21:03:19 EDT 2025 Thu Jun 12 23:08:50 EDT 2025 Tue Jun 10 20:44:32 EDT 2025 Mon Jul 21 06:05:27 EDT 2025 Mon Jul 21 09:15:42 EDT 2025 Thu Apr 03 09:43:10 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 4 |
Keywords | Endocrinopathy Human Immunopathology Nervous system diseases Cornea Nutrition Concurrent Autoimmune disease Metabolic diseases Confocal microscopy Polyneuropathy Eye Visual system Validity Concomitant disease Type 1 diabetes Peripheral nerve disease Detection 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 | DirectLink |
MergedId | FETCHMERGED-LOGICAL-f484t-ed3cc3148489ebb98c1942cb5f43a2645e8dfe35a37a4a6ae22e3d06b762d5be3 |
Notes | http://dx.doi.org/10.2337/dc11-1396 ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-1 ObjectType-Feature-2 content type line 23 ObjectType-Undefined-3 |
OpenAccessLink | https://pubmed.ncbi.nlm.nih.gov/PMC3308301 |
PMID | 22323412 |
PQID | 963518612 |
PQPubID | 47715 |
PageCount | 8 |
ParticipantIDs | pubmedcentral_primary_oai_pubmedcentral_nih_gov_3308301 proquest_miscellaneous_948891724 proquest_miscellaneous_1663604560 proquest_journals_963518612 gale_infotracmisc_A286113895 gale_infotracgeneralonefile_A286113895 gale_infotracacademiconefile_A286113895 pubmed_primary_22323412 pascalfrancis_primary_25654755 fao_agris_US201400154045 |
PublicationCentury | 2000 |
PublicationDate | 2012-04-01 |
PublicationDateYYYYMMDD | 2012-04-01 |
PublicationDate_xml | – month: 04 year: 2012 text: 2012-04-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | Alexandria, VA |
PublicationPlace_xml | – name: Alexandria, VA – name: United States – name: Alexandria |
PublicationTitle | Diabetes care |
PublicationTitleAlternate | Diabetes Care |
PublicationYear | 2012 |
Publisher | American Diabetes Association |
Publisher_xml | – name: American Diabetes Association |
References | 20490534 - Graefes Arch Clin Exp Ophthalmol. 2010 Sep;248(9):1307-12 11333324 - Cornea. 2001 May;20(4):374-84 20879244 - Med Image Comput Comput Assist Interv. 2010;13(Pt 1):300-7 15562209 - Diabetes Care. 2004 Dec;27(12):2930-5 19853529 - J Pain. 2010 Apr;11(4):360-8 21248693 - J Vis Exp. 2011;(47). pii: 2194. doi: 10.3791/2194 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 12525727 - Neurology. 2003 Jan 14;60(1):108-11 10967045 - Invest Ophthalmol Vis Sci. 2000 Sep;41(10):2915-21 8458529 - Diabetologia. 1993 Feb;36(2):150-4 12198820 - Int Rev Neurobiol. 2002;50:431-63 7063747 - Radiology. 1982 Apr;143(1):29-36 21434993 - Diabet Med. 2011 Oct;28(10):1253-60 17569110 - Stat Med. 2008 Jan 30;27(2):157-72; discussion 207-12 15793206 - Diabetes Care. 2005 Apr;28(4):956-62 21037498 - Optom Vis Sci. 2010 Dec;87(12):1003-8 15668414 - Neurology. 2005 Jan 25;64(2):199-207 21719344 - Med Image Anal. 2011 Oct;15(5):738-47 16226599 - Lancet. 2005 Oct 15-21;366(9494):1340-3 19056667 - Neurology. 2009 Jan 13;72(2):177-84 11213874 - Diabetes Care. 2001 Feb;24(2):250-6 12027925 - Diabet Med. 2002 May;19(5):377-84 17068450 - Cornea. 2006 Aug;25(7):761-8 12739016 - Diabetologia. 2003 May;46(5):683-8 16935596 - Am J Ophthalmol. 2006 Sep;142(3):488-90 20724854 - Eye Contact Lens. 2010 Sep;36(5):245-8 18195653 - Neurologist. 2008 Jan;14(1):23-9 21227527 - Diabetes Res Clin Pract. 2011 Apr;92(1):e16-9 20357373 - Diabetes Care. 2010 Jul;33(7):1549-54 7177676 - Pain. 1982 Oct;14(2):105-20 15220245 - Diabetes Care. 2004 Jul;27(7):1674-9 |
References_xml | – reference: 21227527 - Diabetes Res Clin Pract. 2011 Apr;92(1):e16-9 – reference: 7063747 - Radiology. 1982 Apr;143(1):29-36 – reference: 15668414 - Neurology. 2005 Jan 25;64(2):199-207 – reference: 21248693 - J Vis Exp. 2011;(47). pii: 2194. doi: 10.3791/2194 – reference: 21037498 - Optom Vis Sci. 2010 Dec;87(12):1003-8 – reference: 21719344 - Med Image Anal. 2011 Oct;15(5):738-47 – reference: 12525727 - Neurology. 2003 Jan 14;60(1):108-11 – reference: 20357373 - Diabetes Care. 2010 Jul;33(7):1549-54 – reference: 10967045 - Invest Ophthalmol Vis Sci. 2000 Sep;41(10):2915-21 – reference: 8458529 - Diabetologia. 1993 Feb;36(2):150-4 – reference: 15220245 - Diabetes Care. 2004 Jul;27(7):1674-9 – reference: 15562209 - Diabetes Care. 2004 Dec;27(12):2930-5 – reference: 19853529 - J Pain. 2010 Apr;11(4):360-8 – reference: 12027925 - Diabet Med. 2002 May;19(5):377-84 – reference: 7177676 - Pain. 1982 Oct;14(2):105-20 – reference: 15793206 - Diabetes Care. 2005 Apr;28(4):956-62 – reference: 12198820 - Int Rev Neurobiol. 2002;50:431-63 – reference: 12739016 - Diabetologia. 2003 May;46(5):683-8 – reference: 17569110 - Stat Med. 2008 Jan 30;27(2):157-72; discussion 207-12 – reference: 16226599 - Lancet. 2005 Oct 15-21;366(9494):1340-3 – reference: 11213874 - Diabetes Care. 2001 Feb;24(2):250-6 – reference: 20724854 - Eye Contact Lens. 2010 Sep;36(5):245-8 – reference: 11333324 - Cornea. 2001 May;20(4):374-84 – reference: 20490534 - Graefes Arch Clin Exp Ophthalmol. 2010 Sep;248(9):1307-12 – reference: 17513704 - Diabetes. 2007 Aug;56(8):2148-54 – reference: 21434993 - Diabet Med. 2011 Oct;28(10):1253-60 – reference: 12401755 - Diabetes Care. 2002 Nov;25(11):2048-52 – reference: 16935596 - Am J Ophthalmol. 2006 Sep;142(3):488-90 – reference: 18195653 - Neurologist. 2008 Jan;14(1):23-9 – reference: 20879244 - Med Image Comput Comput Assist Interv. 2010;13(Pt 1):300-7 – reference: 17068450 - Cornea. 2006 Aug;25(7):761-8 – reference: 19056667 - Neurology. 2009 Jan 13;72(2):177-84 – reference: 20435796 - Diabetes Care. 2010 Aug;33(8):1792-7 |
SSID | ssj0004488 |
Score | 2.469157 |
Snippet | OBJECTIVE: We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1... We aimed to determine the corneal confocal microscopy (CCM) parameter that best identifies diabetic sensorimotor polyneuropathy (DSP) in type 1 diabetes and to... |
SourceID | pubmedcentral proquest gale pubmed pascalfrancis fao |
SourceType | Open Access Repository Aggregation Database Index Database Publisher |
StartPage | 821 |
SubjectTerms | Accuracy Adult Biological and medical sciences Clinical medicine complications Complications and side effects Confocal microscopy cornea Cornea - pathology Cornea - ultrastructure Cross-Sectional Studies Diabetes Mellitus, Type 1 Diabetes Mellitus, Type 1 - complications Diabetes Mellitus, Type 1 - diagnosis Diabetes. Impaired glucose tolerance Diabetic Neuropathies Diabetic Neuropathies - diagnosis Diabetic Neuropathies - etiology Diabetic neuropathy Diagnosis Diagnostic Techniques, Ophthalmological Endocrine pancreas. Apud cells (diseases) Endocrinopathies etiology Etiopathogenesis. Screening. Investigations. Target tissue resistance Female Humans insulin-dependent diabetes mellitus Male Medical sciences Metabolic diseases methods microscopy Microscopy, Confocal Microscopy, Confocal - methods Middle Aged Miscellaneous nerve tissue Neuropathies, Hereditary motor and sensory Oculomotor Nerve Diseases Oculomotor Nerve Diseases - diagnosis Oculomotor Nerve Diseases - etiology Optic Nerve Optic Nerve - pathology Optic Nerve - ultrastructure Organ Size Original Research pathology peripheral nervous system diseases Photic Stimulation Photic Stimulation - methods Public health. Hygiene Public health. Hygiene-occupational medicine risk Risk factors Studies Type 1 diabetes ultrastructure Young Adult |
Title | Detection of Diabetic Sensorimotor Polyneuropathy by Corneal Confocal Microscopy in Type 1 Diabetes: A concurrent validity study |
URI | https://www.ncbi.nlm.nih.gov/pubmed/22323412 https://www.proquest.com/docview/963518612 https://www.proquest.com/docview/1663604560 https://www.proquest.com/docview/948891724 https://pubmed.ncbi.nlm.nih.gov/PMC3308301 |
Volume | 35 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1bb9MwFLbYJiEkhLgvbFRGQvAUrfGlsXlBpWyaQJ0Go1LfLN8yKqGkNN1D3_jpnJNkHUGDl0qVj5zWPj7-Tvz5O4S8ZspZx2xIhcgDvq2KqdKKp85Ky6RnKmtEXKdno9OZ-DSX846bU3e0yuuY2ATqUHl8R34EjiIzBfvx--XPFItG4eFqV0Fjh-yhchkyuvJ5fnMtUjRlJzEJSKXWrBUWYpznR8Ejk4ujVP9OYattPL6_tDWMTdEWtbgNdf5NnvxjNzp5SB50MJKO23l_RO7E8jG5O-0Oyp-QXx_juiFZlbQqaEt7WXh6AUkr_CuYnmpFz6sfm0bOEqsSb6jb0Em1KgE4UrwGiHscnSJdDy-ubOiipJiz0qzrLdbv6JhCNu1bhScKLrsIgOlpo1j7lMxOjr9NTtOu2EJaCCXWaQzcew7JkVA6OqeVz7Rg3slCcAuoSUYVisil5bkVdmQjY5GH4chBNA3SRf6M7JZVGfcJVU5z7m0cWsA7HhCoEsLCvIeQaZtrn5B9GHNjLyGMmdkFwyQPoRygy4S8xYkwuLpgdL3tLglAx6hTZcYMXADPVsHyTc_yslXpvs3wsGcIy8f3mge9OTfLVuXDABaUIpdgcHDtBKZb37XZemNCXm1bsWekrJWxuqpNNkIpNsCnw4TQf9ho8FDIl5lIyPPWq24eD1AXEAY8IO_529YAdcH7LeXie6MPzjng6mH24r8__IDcg4FnLQnpkOyuV1fxJeCrtRs0qwg-1SQbkL0Px2fnX-Hb5y_qNxUDKPA |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFLa2TgIkhMZ1YWMYictTtMaXxkFCqLupY2s1sVXaW_AtoxJKStsJ9Y0_xH_knCTtCBq87dlHduTz2f5OfPwdQl4zZbRh2oVCxA7_VvlQJYqHRkvNpGUqKkVc-4NObyg-XciLFfJr8RYG0yoXe2K5UbvC4j_yHQCKjBScxx_H30MsGoWXq4sKGhUqjv38B0Rs0w9H--DeN4wdHpzv9cK6qECYCSVmoXfcWg5BgFCJNyZRFsJ4Zo3MBNfADqRXLvNcah5roTvaM-a5a3cM7BpOGs-h31WyJjhEMi2ytnswOP18_RBTlIUuMewIZZKwSsqIcR7vOIu5YxyLA6xmulieAPfHegreyKoyGjfx3L_TNf84_w7XyYOauNJuhbSHZMXnj8idfn01_5j83PezMq0rp0VGq0SbkaVnECbDPAIgigk9Lb7NSwFNrIM8p2ZO94pJDlSV4sNDPFVpHxME8anMnI5yilEyjere_PQ97VKI322lKUVhkYwcRBG01Mh9Qoa34omnpJUXud8gVJmEc6t9WwPDssB5lRAakOZclOg4sQHZgDlP9SVsnOnwjGFYieQR-GxA3qEjUlzPMLtW188SoGNUxkq7DECHt7lg-bZheVnpgt9kuNUwhAVrG83bDZ-n40pXJAX2KUUswWBzAYK03lGm6RL_AXm1bMWeMUku98XVNI06KP4GjLgdEPoPmwQQChE6EwF5VqHqengg18BpYIC4gbelASqRN1vy0ddSkZxzYPLt6Pl_P_wluds775-kJ0eD401yD5zAqhSoLdKaTa78C2B3M7NdrylKvtz2Mv4Nnrhkxw |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1La9tAEF6SFEKhlL6jJk230MdJ2NqHtSqUYuKapKlDIDX4pu5LqSFIju1QdOvf6r_rjCQ7VUl7y3mHXbEzs_uNduYbQl4zZbRh2oVCxA7_VvlQJYqHRkvNpGUqqkhcRye9w7H4PJGTDfJrVQuDaZWrM7E6qF1h8R95BwxFRgru407WZEWcDoYfZ5chNpDCh9ZVN43aQo59-QOit8WHowGo-g1jw09fDw7DpsFAmAkllqF33FoOAYFQiTcmURZCemaNzATXgBSkVy7zXGoea6F72jPmuev2DJwgThrPYd5NcieGL0MXiyfxdUmmqFpeYgASyiRhNakR4zzuOItZZBzbBGxmuljfBfdmegF6yeqGGjch3r8TN_-4CYcPyP0GwtJ-bXMPyYbPH5HtUfNI_5j8HPhlleCV0yKjdcrN1NIzCJhhF8E0ijk9LS7KikoTOyKX1JT0oJjnAFopliDi_UpHmCqIRTMlneYU42UaNbP5xXvapxDJ25pdioK7TB3EE7Riy31Cxreih6dkKy9yv0OoMgnnVvuuBqxlAf0qITTYnHNRouPEBmQH9jzV53CEpuMzhgEmwkhAtgF5h4pI0bNhd61uChRgYuTISvsMzA_fdUHybUvyvGYIv0lwryUIrmtbw_stnaezmmEkBRwqRSxBYHdlBGlztizStScE5NV6FGfGdLncF1eLNOohDRxg425A6D9kErBQiNWZCMiz2qqulweYDegGFohb9rYWQE7y9kg-_V5xk3MOmL4bPf_vh78k2-C86Zejk-Ndchd0wOpcqD2ytZxf-RcA85Zmv3IoSr7dtgf_BhtEZ5c |
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=Detection+of+Diabetic+Sensorimotor+Polyneuropathy+by+Corneal+Confocal+Microscopy+in+Type+1+Diabetes%3A+A+concurrent+validity+study&rft.jtitle=Diabetes+care&rft.au=Ahmed%2C+Ausma&rft.au=Bril%2C+Vera&rft.au=Orszag%2C+Andrej&rft.au=Paulson%2C+Jenna&rft.date=2012-04-01&rft.issn=0149-5992&rft.volume=35&rft.issue=4+p.821-828&rft.spage=821&rft.epage=828&rft_id=info:doi/10.2337%2Fdc11-1396&rft.externalDBID=NO_FULL_TEXT |
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 |