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Strategies for reducing variance in laser Doppler flowmetry measurements
Background Scattering of blood flow data as assessed with laser Doppler flowmetry (LDF) in humans is a problem in many studies using this technique. We set out to reduce variability in LDF data by eliminating the effect of the total returning light level (DC) on LDF parameters in the choroid through...
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Published in: | Graefe's archive for clinical and experimental ophthalmology 2009, Vol.247 (1), p.67-71 |
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creator | Pemp, Berthold Maar, Noemi Weigert, Guenther Luksch, Alexandra Resch, Hemma Garhofer, Gerhard Orgul, Selim Schmetterer, Leopold |
description | Background
Scattering of blood flow data as assessed with laser Doppler flowmetry (LDF) in humans is a problem in many studies using this technique. We set out to reduce variability in LDF data by eliminating the effect of the total returning light level (DC) on LDF parameters in the choroid through partial regression analysis.
Methods
In 20 healthy subjects, choroidal blood flow parameters were measured at different DC values using a portable confocal LDF device. We used two different strategies to reduce scattering of data eliminating the effect of yield, which is defined as DC/gain. On the one hand, we used a previously described method based on a third-order polynomial fit, which combines all obtained data. On the other hand, we applied a new method based on a linear fit for each individual subject.
Results
Variability of data during changes in DC is higher for LDF parameters volume and flow than for velocity. Both methods were successful in reducing scattering of LDF parameters with varying DC.
Conclusions
The present study indicates that both methods to correct for changes in yield were successful in reducing the variability of LDF measurements. When systematic changes in DC occur after an intervention, one needs to be careful in interpreting the obtained data and it remains to be shown if either of the two techniques is capable of correcting for this effect. The approach presented here may, however, represent an effective, easily applicable and valid approach to reduce scattering of data from using LDF to assess blood flow in the posterior pole of the human eye. |
doi_str_mv | 10.1007/s00417-008-0942-0 |
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Scattering of blood flow data as assessed with laser Doppler flowmetry (LDF) in humans is a problem in many studies using this technique. We set out to reduce variability in LDF data by eliminating the effect of the total returning light level (DC) on LDF parameters in the choroid through partial regression analysis.
Methods
In 20 healthy subjects, choroidal blood flow parameters were measured at different DC values using a portable confocal LDF device. We used two different strategies to reduce scattering of data eliminating the effect of yield, which is defined as DC/gain. On the one hand, we used a previously described method based on a third-order polynomial fit, which combines all obtained data. On the other hand, we applied a new method based on a linear fit for each individual subject.
Results
Variability of data during changes in DC is higher for LDF parameters volume and flow than for velocity. Both methods were successful in reducing scattering of LDF parameters with varying DC.
Conclusions
The present study indicates that both methods to correct for changes in yield were successful in reducing the variability of LDF measurements. When systematic changes in DC occur after an intervention, one needs to be careful in interpreting the obtained data and it remains to be shown if either of the two techniques is capable of correcting for this effect. The approach presented here may, however, represent an effective, easily applicable and valid approach to reduce scattering of data from using LDF to assess blood flow in the posterior pole of the human eye.</description><identifier>ISSN: 0721-832X</identifier><identifier>EISSN: 1435-702X</identifier><identifier>DOI: 10.1007/s00417-008-0942-0</identifier><identifier>PMID: 18781315</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Adult ; Basic Science ; Blood Pressure ; Choroid - blood supply ; Choroid - diagnostic imaging ; Diagnostic Techniques, Ophthalmological - standards ; Female ; Heart Rate ; Humans ; Intraocular Pressure ; Laser-Doppler Flowmetry - standards ; Linear Models ; Male ; Medicine ; Medicine & Public Health ; Ophthalmology ; Optic Disk - blood supply ; Optic Disk - diagnostic imaging ; Reproducibility of Results ; Ultrasonography ; Young Adult</subject><ispartof>Graefe's archive for clinical and experimental ophthalmology, 2009, Vol.247 (1), p.67-71</ispartof><rights>Springer-Verlag 2008</rights><rights>Springer-Verlag 2009</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c369t-ecec9ac1af5d0fcf6c5ef2060467ab3d36d725ac80ce44454c95d151b28535fd3</citedby><cites>FETCH-LOGICAL-c369t-ecec9ac1af5d0fcf6c5ef2060467ab3d36d725ac80ce44454c95d151b28535fd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18781315$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pemp, Berthold</creatorcontrib><creatorcontrib>Maar, Noemi</creatorcontrib><creatorcontrib>Weigert, Guenther</creatorcontrib><creatorcontrib>Luksch, Alexandra</creatorcontrib><creatorcontrib>Resch, Hemma</creatorcontrib><creatorcontrib>Garhofer, Gerhard</creatorcontrib><creatorcontrib>Orgul, Selim</creatorcontrib><creatorcontrib>Schmetterer, Leopold</creatorcontrib><title>Strategies for reducing variance in laser Doppler flowmetry measurements</title><title>Graefe's archive for clinical and experimental ophthalmology</title><addtitle>Graefes Arch Clin Exp Ophthalmol</addtitle><addtitle>Graefes Arch Clin Exp Ophthalmol</addtitle><description>Background
Scattering of blood flow data as assessed with laser Doppler flowmetry (LDF) in humans is a problem in many studies using this technique. We set out to reduce variability in LDF data by eliminating the effect of the total returning light level (DC) on LDF parameters in the choroid through partial regression analysis.
Methods
In 20 healthy subjects, choroidal blood flow parameters were measured at different DC values using a portable confocal LDF device. We used two different strategies to reduce scattering of data eliminating the effect of yield, which is defined as DC/gain. On the one hand, we used a previously described method based on a third-order polynomial fit, which combines all obtained data. On the other hand, we applied a new method based on a linear fit for each individual subject.
Results
Variability of data during changes in DC is higher for LDF parameters volume and flow than for velocity. Both methods were successful in reducing scattering of LDF parameters with varying DC.
Conclusions
The present study indicates that both methods to correct for changes in yield were successful in reducing the variability of LDF measurements. When systematic changes in DC occur after an intervention, one needs to be careful in interpreting the obtained data and it remains to be shown if either of the two techniques is capable of correcting for this effect. The approach presented here may, however, represent an effective, easily applicable and valid approach to reduce scattering of data from using LDF to assess blood flow in the posterior pole of the human eye.</description><subject>Adult</subject><subject>Basic Science</subject><subject>Blood Pressure</subject><subject>Choroid - blood supply</subject><subject>Choroid - diagnostic imaging</subject><subject>Diagnostic Techniques, Ophthalmological - standards</subject><subject>Female</subject><subject>Heart Rate</subject><subject>Humans</subject><subject>Intraocular Pressure</subject><subject>Laser-Doppler Flowmetry - standards</subject><subject>Linear Models</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Ophthalmology</subject><subject>Optic Disk - blood supply</subject><subject>Optic Disk - diagnostic imaging</subject><subject>Reproducibility of Results</subject><subject>Ultrasonography</subject><subject>Young Adult</subject><issn>0721-832X</issn><issn>1435-702X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNp1kE1Lw0AQhhdRbK3-AC8SPHiLzn5lk6PUTyh4UKG3ZbuZLSn5cjdR-u9NSaEgeJrDPO87w0PIJYVbCqDuAoCgKgZIY8gEi-GITKngMlbAlsdkCorROOVsOSFnIWxgwLmkp2RCU5VSTuWUvLx33nS4LjBErvGRx7y3Rb2Ovo0vTG0xKuqoNAF99NC0bTlMVzY_FXZ-G1VoQu-xwroL5-TEmTLgxX7OyOfT48f8JV68Pb_O7xex5UnWxWjRZsZS42QOzrrESnQMEhCJMiue8yRXTBqbgkUhhBQ2kzmVdMVSyaXL-YzcjL2tb756DJ2uimCxLE2NTR90kijGOKMDeP0H3DS9r4ffNOOQggQKA0RHyPomBI9Ot76ojN9qCnrnWI-O9eBY7xzrXeZqX9yvKswPib3UAWAjEIZVvUZ_uPx_6y8kzod2</recordid><startdate>2009</startdate><enddate>2009</enddate><creator>Pemp, Berthold</creator><creator>Maar, Noemi</creator><creator>Weigert, Guenther</creator><creator>Luksch, Alexandra</creator><creator>Resch, Hemma</creator><creator>Garhofer, Gerhard</creator><creator>Orgul, Selim</creator><creator>Schmetterer, Leopold</creator><general>Springer-Verlag</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope></search><sort><creationdate>2009</creationdate><title>Strategies for reducing variance in laser Doppler flowmetry measurements</title><author>Pemp, Berthold ; Maar, Noemi ; Weigert, Guenther ; Luksch, Alexandra ; Resch, Hemma ; Garhofer, Gerhard ; Orgul, Selim ; Schmetterer, Leopold</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c369t-ecec9ac1af5d0fcf6c5ef2060467ab3d36d725ac80ce44454c95d151b28535fd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Adult</topic><topic>Basic Science</topic><topic>Blood Pressure</topic><topic>Choroid - blood supply</topic><topic>Choroid - diagnostic imaging</topic><topic>Diagnostic Techniques, Ophthalmological - standards</topic><topic>Female</topic><topic>Heart Rate</topic><topic>Humans</topic><topic>Intraocular Pressure</topic><topic>Laser-Doppler Flowmetry - standards</topic><topic>Linear Models</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Ophthalmology</topic><topic>Optic Disk - blood supply</topic><topic>Optic Disk - diagnostic imaging</topic><topic>Reproducibility of Results</topic><topic>Ultrasonography</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pemp, Berthold</creatorcontrib><creatorcontrib>Maar, Noemi</creatorcontrib><creatorcontrib>Weigert, Guenther</creatorcontrib><creatorcontrib>Luksch, Alexandra</creatorcontrib><creatorcontrib>Resch, Hemma</creatorcontrib><creatorcontrib>Garhofer, Gerhard</creatorcontrib><creatorcontrib>Orgul, Selim</creatorcontrib><creatorcontrib>Schmetterer, Leopold</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>Graefe's archive for clinical and experimental ophthalmology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pemp, Berthold</au><au>Maar, Noemi</au><au>Weigert, Guenther</au><au>Luksch, Alexandra</au><au>Resch, Hemma</au><au>Garhofer, Gerhard</au><au>Orgul, Selim</au><au>Schmetterer, Leopold</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Strategies for reducing variance in laser Doppler flowmetry measurements</atitle><jtitle>Graefe's archive for clinical and experimental ophthalmology</jtitle><stitle>Graefes Arch Clin Exp Ophthalmol</stitle><addtitle>Graefes Arch Clin Exp Ophthalmol</addtitle><date>2009</date><risdate>2009</risdate><volume>247</volume><issue>1</issue><spage>67</spage><epage>71</epage><pages>67-71</pages><issn>0721-832X</issn><eissn>1435-702X</eissn><abstract>Background
Scattering of blood flow data as assessed with laser Doppler flowmetry (LDF) in humans is a problem in many studies using this technique. We set out to reduce variability in LDF data by eliminating the effect of the total returning light level (DC) on LDF parameters in the choroid through partial regression analysis.
Methods
In 20 healthy subjects, choroidal blood flow parameters were measured at different DC values using a portable confocal LDF device. We used two different strategies to reduce scattering of data eliminating the effect of yield, which is defined as DC/gain. On the one hand, we used a previously described method based on a third-order polynomial fit, which combines all obtained data. On the other hand, we applied a new method based on a linear fit for each individual subject.
Results
Variability of data during changes in DC is higher for LDF parameters volume and flow than for velocity. Both methods were successful in reducing scattering of LDF parameters with varying DC.
Conclusions
The present study indicates that both methods to correct for changes in yield were successful in reducing the variability of LDF measurements. When systematic changes in DC occur after an intervention, one needs to be careful in interpreting the obtained data and it remains to be shown if either of the two techniques is capable of correcting for this effect. The approach presented here may, however, represent an effective, easily applicable and valid approach to reduce scattering of data from using LDF to assess blood flow in the posterior pole of the human eye.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><pmid>18781315</pmid><doi>10.1007/s00417-008-0942-0</doi><tpages>5</tpages></addata></record> |
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subjects | Adult Basic Science Blood Pressure Choroid - blood supply Choroid - diagnostic imaging Diagnostic Techniques, Ophthalmological - standards Female Heart Rate Humans Intraocular Pressure Laser-Doppler Flowmetry - standards Linear Models Male Medicine Medicine & Public Health Ophthalmology Optic Disk - blood supply Optic Disk - diagnostic imaging Reproducibility of Results Ultrasonography Young Adult |
title | Strategies for reducing variance in laser Doppler flowmetry measurements |
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