Spatial–Temporal Oxygenation Mapping Using a Near-Infrared Optical Scanner: Towards Peripheral Vascular Imaging

Near-infrared spectroscopy (NIRS)—based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusi...

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Published inAnnals of biomedical engineering Vol. 51; no. 9; pp. 2035 - 2047
Main Authors Leiva, Kevin, Leizaola, Daniela, Gonzalez, Isabella, Dargam, Valentina, Alirezaei, Haniyeh, Kaile, Kacie, Robledo, Edwin, Hutcheson, Joshua, Godavarty, Anuradha
Format Journal Article
LanguageEnglish
Published Cham Springer International Publishing 01.09.2023
Springer Nature B.V
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Abstract Near-infrared spectroscopy (NIRS)—based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusion in tissues. In vivo validation studies were carried out on control subjects ( n  = 3) to assess the ability of NIROS to measure real-time oxygenation changes in response to an occlusion paradigm on the dorsum of the hand. NIROS captured real-time tissue oxygenation changes with 95% correlation when compared to a commercial device. A feasibility peripheral imaging study was performed in a mouse model ( n  = 5) of chronic kidney disease (CKD) induced vascular calcification to assess differences in microcirculatory peripheral tissue oxygenation. The tissue oxygenation (in terms of oxy-, deoxy-, and total hemoglobin changes) due to the occlusion paradigm was distinctly different prior to (week-6) and after the onset of vascular calcification (week-12) in the murine tails. Future work will involve extensive studies to correlate these microcirculatory tissue oxygenation changes in the peripheral tail to the vascular calcification in the heart.
AbstractList Near-infrared spectroscopy (NIRS)—based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusion in tissues. In vivo validation studies were carried out on control subjects ( n  = 3) to assess the ability of NIROS to measure real-time oxygenation changes in response to an occlusion paradigm on the dorsum of the hand. NIROS captured real-time tissue oxygenation changes with 95% correlation when compared to a commercial device. A feasibility peripheral imaging study was performed in a mouse model ( n  = 5) of chronic kidney disease (CKD) induced vascular calcification to assess differences in microcirculatory peripheral tissue oxygenation. The tissue oxygenation (in terms of oxy-, deoxy-, and total hemoglobin changes) due to the occlusion paradigm was distinctly different prior to (week-6) and after the onset of vascular calcification (week-12) in the murine tails. Future work will involve extensive studies to correlate these microcirculatory tissue oxygenation changes in the peripheral tail to the vascular calcification in the heart.
Near-infrared spectroscopy (NIRS)-based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusion in tissues. In vivo validation studies were carried out on control subjects (n = 3) to assess the ability of NIROS to measure real-time oxygenation changes in response to an occlusion paradigm on the dorsum of the hand. NIROS captured real-time tissue oxygenation changes with 95% correlation when compared to a commercial device. A feasibility peripheral imaging study was performed in a mouse model (n = 5) of chronic kidney disease (CKD) induced vascular calcification to assess differences in microcirculatory peripheral tissue oxygenation. The tissue oxygenation (in terms of oxy-, deoxy-, and total hemoglobin changes) due to the occlusion paradigm was distinctly different prior to (week-6) and after the onset of vascular calcification (week-12) in the murine tails. Future work will involve extensive studies to correlate these microcirculatory tissue oxygenation changes in the peripheral tail to the vascular calcification in the heart.
Near-infrared spectroscopy (NIRS)-based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusion in tissues. In vivo validation studies were carried out on control subjects (n = 3) to assess the ability of NIROS to measure real-time oxygenation changes in response to an occlusion paradigm on the dorsum of the hand. NIROS captured real-time tissue oxygenation changes with 95% correlation when compared to a commercial device. A feasibility peripheral imaging study was performed in a mouse model (n = 5) of chronic kidney disease (CKD) induced vascular calcification to assess differences in microcirculatory peripheral tissue oxygenation. The tissue oxygenation (in terms of oxy-, deoxy-, and total hemoglobin changes) due to the occlusion paradigm was distinctly different prior to (week-6) and after the onset of vascular calcification (week-12) in the murine tails. Future work will involve extensive studies to correlate these microcirculatory tissue oxygenation changes in the peripheral tail to the vascular calcification in the heart.Near-infrared spectroscopy (NIRS)-based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A low-cost, portable non-contact near-infrared optical scanner (NIROS) was developed for spatio-temporal mapping of tissue oxygenation and perfusion in tissues. In vivo validation studies were carried out on control subjects (n = 3) to assess the ability of NIROS to measure real-time oxygenation changes in response to an occlusion paradigm on the dorsum of the hand. NIROS captured real-time tissue oxygenation changes with 95% correlation when compared to a commercial device. A feasibility peripheral imaging study was performed in a mouse model (n = 5) of chronic kidney disease (CKD) induced vascular calcification to assess differences in microcirculatory peripheral tissue oxygenation. The tissue oxygenation (in terms of oxy-, deoxy-, and total hemoglobin changes) due to the occlusion paradigm was distinctly different prior to (week-6) and after the onset of vascular calcification (week-12) in the murine tails. Future work will involve extensive studies to correlate these microcirculatory tissue oxygenation changes in the peripheral tail to the vascular calcification in the heart.
Author Leiva, Kevin
Hutcheson, Joshua
Godavarty, Anuradha
Gonzalez, Isabella
Robledo, Edwin
Dargam, Valentina
Kaile, Kacie
Leizaola, Daniela
Alirezaei, Haniyeh
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Issue 9
Keywords Vascular calcification
Vascular occlusion test
Perfusion
Hemoglobin-based concentration maps
Peripheral vascular imaging
Near-infrared spectroscopy
Language English
License 2023. The Author(s) under exclusive licence to Biomedical Engineering Society.
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20230901
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PublicationSubtitle The Journal of the Biomedical Engineering Society
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Springer Nature B.V
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References IrwinMSThornileyMSDoreCJGreenCJNear infra-red spectroscopy: a non-invasive monitor of perfusion and oxygenation within the microcirculation of limbs and flapsBr. J. Plast. Surg.19954814221:STN:280:DyaK2M3jsF2isA%3D%3D10.1016/0007-1226(95)90024-17719602
TgavalekosKPhamTKrishnamurthyNSassaroliAFantiniSFrequency-resolved analysis of coherent oscillations of local cerebral blood volume, measured with near-infrared spectroscopy, and systemic arterial pressure in healthy human subjectsPLoS ONE2019142e02117101:CAS:528:DC%2BC1MXmtlGksrY%3D10.1371/journal.pone.0211710307532036372153
ThangOHSernéEHGrootemanMPSmuldersYMTer WeePMTangelderGJNubéMJPremature aging of the microcirculation in patients with advanced chronic kidney diseaseNephron Extra.20192128329210.1159/000343295
KohlMPhysical model for the spectroscopic analysis of cortical intrinsic optical signalsPhys. Med. Biol.2000451237491:STN:280:DC%2BD3M7ivVOqtw%3D%3D10.1088/0031-9155/45/12/31711131197
GarimellaPSHirschATPeripheral artery disease and chronic kidney disease: clinical synergy to improve outcomesAdv. Chronic Kidney Dis.20142146047110.1053/j.ackd.2014.07.005254435714254470
FranceschiniMAThakerSThemelisGKrishnamoorthyKKBortfeldHDiamondSGBoasDAArvinKGrantPEAssessment of infant brain development with frequency-domain near-infrared spectroscopyPediatr Res2007615 Pt 154655110.1203/pdr.0b013e318045be99174138552637818
KwasinskiRFernandezCLeivaKSchutzmanRRobledoEKallisPBordaLJKirsnerRPerez-ClavijoFGodavartyATissue oxygenation changes to assess healing in venous leg ulcers using near-infrared optical imagingAdv. Wound Care2019856557910.1089/wound.2018.0880
TaniTOrimoHShimizuATsuruokaSDevelopment of a novel chronic kidney disease mouse model to evaluate the progression of hyperphosphatemia and associated mineral bone diseaseSci. Rep.20177223310.1038/s41598-017-02351-6285335415440375
HartwigVMarinelliMRoccoFL’AbbateAAssessment of Microvascular Function Using Near-Infrared Spectroscopic 2D Imaging of Whole Hand Combined with Vascular Occlusion TestJ. Med. Biol. Eng.201636879510.1007/s40846-016-0114-3
LeivaKMahadevanJKaileKSchutzmanRRobledoENarayananSMuthukrishnanVMohanVWuWGodavartyABreath-hold paradigm to assess variations in oxygen flow in diabetic foot ulcers using a non-contact near-infrared optical scannerAdv. Wound Care2019838640210.1089/wound.2018.0922
NarulaNDannenbergAJOlinJWBhattDLJohnsonKWNadkarniGMinJToriiSPoojaryPAnandSSBaxJJYusufSVirmaniRNarulaJPathology of peripheral artery disease in patients with critical limb ischemiaJ. Am. Coll. Cardiol.201872215221631:CAS:528:DC%2BC1cXhsF2ltrrL10.1016/j.jacc.2018.08.00230166084
SuoSZhangLTangHNiQLiSMaoHLiuXHeSQuJLuQXuJEvaluation of skeletal muscle microvascular perfusion of lower extremities by cardiovascular magnetic resonance arterial spin labeling, blood oxygenation level-dependent, and intravoxel incoherent motion techniquesJ. Cardiovasc. Magn. Reson.2018201810.1186/s12968-018-0441-3295510915858129
GerovasiliVDimopoulosSTzanisGAnastasiou-NanaMNanasSUtilizing the vascular occlusion technique with NIRS technologyInt. J. Ind. Ergon.20104021822210.1016/j.ergon.2009.02.004
BoezemanRPBoersmaDWilleJKelderJCVisscherMIWaandersFGMollFLde VriesJ-PPThe significance of regional hemoglobin oxygen saturation values and limb-to-arm ratios of near-infrared spectroscopy to detect critical limb ischemiaVascular2016244925001:CAS:528:DC%2BC2sXhsVGqsb3O10.1177/170853811561393626503733
KhalilMAKimHKHoiJWKimIDayalRShrikhandeGHielscherAHDetection of peripheral arterial disease within the foot using vascular optical tomographic imaging: a clinical pilot studyEur. J. Vasc. Endovasc. Surg.20154983891:STN:280:DC%2BC2MzjtFeksA%3D%3D10.1016/j.ejvs.2014.10.010254572994439381
SigristMKMcIntyreCWVascular calcification is associated with impaired microcirculatory function in chronic haemodialysis patientsNephron Clin. Pract.20081082c121c1261:CAS:528:DC%2BD1cXislKns78%3D10.1159/00011420218223317
HumeauAChapeau-BlondeauFRousseauDTartasMFromyBAbrahamPMultifractality in the peripheral cardiovascular system from pointwise hölder exponents of laser doppler flowmetry signalsBiophys. J.200793L59L611:CAS:528:DC%2BD1cXhslY%3D10.1529/biophysj.107.119057180459642098720
ZepedaAAriasCSengpielFOptical imaging of intrinsic signals: recent developments in the methodology and its applicationsJ. Neurosci. Methods2004136112110.1016/j.jneumeth.2004.02.02515126041
MesquitaRCPuttMChandraMYuGXingXHanSWLechGShangYDurduranTZhouCYodhAGMohlerERDiffuse optical characterization of an exercising patient group with peripheral artery diseaseJ. Biomed. Opt20131805700710.1117/1.JBO.18.5.057007237081933662991
MaKFKleissSFSchuurmannRCLBokkersRPHÜnlüÇDe VriesJ-PPMA systematic review of diagnostic techniques to determine tissue perfusion in patients with peripheral arterial diseaseExpert Rev. Med. Devices2019166977101:CAS:528:DC%2BC1MXhsVeqsb7O10.1080/17434440.2019.164416631340684
Marín-CorralJClaveriasLBodíMPascualSDubinAGeaJRodriguezAPrognostic value of brachioradialis muscle oxygen saturation index and vascular occlusion test in septic shock patientsMed. Intensiv. (English Edition)20164020821510.1016/j.medine.2015.07.002
MayeurCCampardSRichardCTeboulJ-LComparison of four different vascular occlusion tests for assessing reactive hyperemia using near-infrared spectroscopyCrit. Care Med.20113969570110.1097/CCM.0b013e318206d25621220999
FowkesFGRRudanDRudanIAboyansVDenenbergJOMcDermottMMNormanPESampsonUKWilliamsLJMensahGACriquiMHComparison of global estimates of prevalence and risk factors for peripheral artery disease in 2000 and 2010: a systematic review and analysisLancet20133821329134010.1016/S0140-6736(13)61249-023915883
IjichiSKusakaTIsobeKDevelopmental changes of optical properties in neonates determined by near-infrared time-resolved spectroscopyPediatr. Res.20055856857310.1203/01.PDR.0000175638.98041.0E16148075
YudovskyDNouvongAPilonLHyperspectral imaging in diabetic foot wound careJ. Diabetes Sci. Technol.201041099111310.1177/193229681000400508209204292956800
KagayaYOhuraNSugaHEtoHTakushimaAHariiK‘Real angiosome’ assessment from peripheral tissue perfusion using tissue oxygen saturation foot-mapping in patients with critical limb ischemiaEur. J. Vasc. Endovasc. Surg.2014474334411:STN:280:DC%2BC2czksVSrug%3D%3D10.1016/j.ejvs.2013.11.01124412085
MuthukumaranDSivakumarMMedical image registration: a Matlab based approachInt. J. Sci. Res. Comput. Sci. Eng. Inf. Technol.2017212934
HuangC-LWuIHWuY-WHwangJ-JWangS-SChenW-JAssociation of lower extremity arterial calcification with amputation and mortality in patients with symptomatic peripheral artery diseasePLoS ONE201492e9020110.1371/journal.pone.0090201245872793936008
SteenhautKLapageKBovéTDe HertSMoermanAEvaluation of different near-infrared spectroscopy technologies for assessment of tissue oxygen saturation during a vascular occlusion testJ. Clin. Monit. Comput.2017311151115810.1007/s10877-016-9962-127878503
JankowskiJFloegeJFliserDBöhmMMarxNCardiovascular disease in chronic kidney disease: pathophysiological insights and therapeutic optionsCirculation2021143115711721:CAS:528:DC%2BB3MXhsFegtrvO10.1161/CIRCULATIONAHA.120.050686337207737969169
ChiangNJainJKSleighJVasudevanTEvaluation of hyperspectral imaging technology in patients with peripheral vascular diseaseJ. Vasc. Surg.2017661192120110.1016/j.jvs.2017.02.04728545710
GrinvaldAWindhorstUJohanssonHIn-vivo optical imaging of cortical architecture and dynamicsModern techniques in neuroscience research1999BerlinSpringer89396910.1007/978-3-642-58552-4_34
BigioIJFantiniSQuantitative Biomedical Optics: Theory, methods, and applications2016CambridgeCambridge University Press10.1017/CBO9781139029797
HoBKRobinsonJKColor bar tool for skin type self-identification: a cross-sectional studyJ. Am. Acad. Dermatol.20157331231310.1016/j.jaad.2015.05.024261839734506490
PhamTTgavalekosKSassaroliABlaneyGFantiniSQuantitative measurements of cerebral blood flow with near-infrared spectroscopyBiomed. Opt. Express2019104211721341:CAS:528:DC%2BC1MXhvFahsb%2FJ10.1364/BOE.10.002117310617746484993
LondonGMArterial media calcification in end-stage renal disease: impact on all-cause and cardiovascular mortalityNephrol. Dial. Transplant.2003181731174010.1093/ndt/gfg41412937218
DargamVNgHHNasimSChaparroDIrionCISeshadriSRBarretoADanzigerZCShehadehLAHutchesonJDS2 Heart Sound Detects Aortic Valve Calcification Independent of Hemodynamic Changes in MiceFront. Cardiovasc. Med.202298093011:CAS:528:DC%2BB38XitVOkurbI10.3389/fcvm.2022.809301356946729174427
GómezHTorresAPolancoPKimHKZenkerSPuyanaJCPinskyMRUse of non-invasive NIRS during a vascular occlusion test to assess dynamic tissue O2 saturation responseIntensive Care Med.2008341600160710.1007/s00134-008-1145-118523754
FutierEChristopheSRobinEPetitAPereiraBDesbordesJBazinJ-EValletBUse of near-infrared spectroscopy during a vascular occlusion test to assess the microcirculatory response during fluid challengeCrit. Care201115R21410.1186/cc10449219238993334758
S Ijichi (3229_CR16) 2005; 58
J Marín-Corral (3229_CR26) 2016; 40
A Zepeda (3229_CR39) 2004; 136
C-L Huang (3229_CR14) 2014; 9
A Grinvald (3229_CR11) 1999
N Chiang (3229_CR3) 2017; 66
D Muthukumaran (3229_CR29) 2017; 2
MA Khalil (3229_CR20) 2015; 49
N Narula (3229_CR30) 2018; 72
S Suo (3229_CR34) 2018; 20
MA Franceschini (3229_CR6) 2007; 61
PS Garimella (3229_CR8) 2014; 21
BK Ho (3229_CR13) 2015; 73
E Futier (3229_CR7) 2011; 15
V Dargam (3229_CR4) 2022; 9
V Gerovasili (3229_CR9) 2010; 40
T Tani (3229_CR35) 2017; 7
RP Boezeman (3229_CR2) 2016; 24
V Hartwig (3229_CR12) 2016; 36
J Jankowski (3229_CR18) 2021; 143
Y Kagaya (3229_CR19) 2014; 47
OH Thang (3229_CR37) 2019; 2
KF Ma (3229_CR25) 2019; 16
H Gómez (3229_CR10) 2008; 34
M Kohl (3229_CR21) 2000; 45
FGR Fowkes (3229_CR5) 2013; 382
K Leiva (3229_CR23) 2019; 8
T Pham (3229_CR31) 2019; 10
D Yudovsky (3229_CR38) 2010; 4
MK Sigrist (3229_CR32) 2008; 108
A Humeau (3229_CR15) 2007; 93
MS Irwin (3229_CR17) 1995; 48
RC Mesquita (3229_CR28) 2013; 18
GM London (3229_CR24) 2003; 18
R Kwasinski (3229_CR22) 2019; 8
K Steenhaut (3229_CR33) 2017; 31
IJ Bigio (3229_CR1) 2016
C Mayeur (3229_CR27) 2011; 39
K Tgavalekos (3229_CR36) 2019; 14
References_xml – reference: MaKFKleissSFSchuurmannRCLBokkersRPHÜnlüÇDe VriesJ-PPMA systematic review of diagnostic techniques to determine tissue perfusion in patients with peripheral arterial diseaseExpert Rev. Med. Devices2019166977101:CAS:528:DC%2BC1MXhsVeqsb7O10.1080/17434440.2019.164416631340684
– reference: PhamTTgavalekosKSassaroliABlaneyGFantiniSQuantitative measurements of cerebral blood flow with near-infrared spectroscopyBiomed. Opt. Express2019104211721341:CAS:528:DC%2BC1MXhvFahsb%2FJ10.1364/BOE.10.002117310617746484993
– reference: GrinvaldAWindhorstUJohanssonHIn-vivo optical imaging of cortical architecture and dynamicsModern techniques in neuroscience research1999BerlinSpringer89396910.1007/978-3-642-58552-4_34
– reference: GómezHTorresAPolancoPKimHKZenkerSPuyanaJCPinskyMRUse of non-invasive NIRS during a vascular occlusion test to assess dynamic tissue O2 saturation responseIntensive Care Med.2008341600160710.1007/s00134-008-1145-118523754
– reference: KagayaYOhuraNSugaHEtoHTakushimaAHariiK‘Real angiosome’ assessment from peripheral tissue perfusion using tissue oxygen saturation foot-mapping in patients with critical limb ischemiaEur. J. Vasc. Endovasc. Surg.2014474334411:STN:280:DC%2BC2czksVSrug%3D%3D10.1016/j.ejvs.2013.11.01124412085
– reference: KwasinskiRFernandezCLeivaKSchutzmanRRobledoEKallisPBordaLJKirsnerRPerez-ClavijoFGodavartyATissue oxygenation changes to assess healing in venous leg ulcers using near-infrared optical imagingAdv. Wound Care2019856557910.1089/wound.2018.0880
– reference: DargamVNgHHNasimSChaparroDIrionCISeshadriSRBarretoADanzigerZCShehadehLAHutchesonJDS2 Heart Sound Detects Aortic Valve Calcification Independent of Hemodynamic Changes in MiceFront. Cardiovasc. Med.202298093011:CAS:528:DC%2BB38XitVOkurbI10.3389/fcvm.2022.809301356946729174427
– reference: IrwinMSThornileyMSDoreCJGreenCJNear infra-red spectroscopy: a non-invasive monitor of perfusion and oxygenation within the microcirculation of limbs and flapsBr. J. Plast. Surg.19954814221:STN:280:DyaK2M3jsF2isA%3D%3D10.1016/0007-1226(95)90024-17719602
– reference: HumeauAChapeau-BlondeauFRousseauDTartasMFromyBAbrahamPMultifractality in the peripheral cardiovascular system from pointwise hölder exponents of laser doppler flowmetry signalsBiophys. J.200793L59L611:CAS:528:DC%2BD1cXhslY%3D10.1529/biophysj.107.119057180459642098720
– reference: JankowskiJFloegeJFliserDBöhmMMarxNCardiovascular disease in chronic kidney disease: pathophysiological insights and therapeutic optionsCirculation2021143115711721:CAS:528:DC%2BB3MXhsFegtrvO10.1161/CIRCULATIONAHA.120.050686337207737969169
– reference: IjichiSKusakaTIsobeKDevelopmental changes of optical properties in neonates determined by near-infrared time-resolved spectroscopyPediatr. Res.20055856857310.1203/01.PDR.0000175638.98041.0E16148075
– reference: TgavalekosKPhamTKrishnamurthyNSassaroliAFantiniSFrequency-resolved analysis of coherent oscillations of local cerebral blood volume, measured with near-infrared spectroscopy, and systemic arterial pressure in healthy human subjectsPLoS ONE2019142e02117101:CAS:528:DC%2BC1MXmtlGksrY%3D10.1371/journal.pone.0211710307532036372153
– reference: HartwigVMarinelliMRoccoFL’AbbateAAssessment of Microvascular Function Using Near-Infrared Spectroscopic 2D Imaging of Whole Hand Combined with Vascular Occlusion TestJ. Med. Biol. Eng.201636879510.1007/s40846-016-0114-3
– reference: TaniTOrimoHShimizuATsuruokaSDevelopment of a novel chronic kidney disease mouse model to evaluate the progression of hyperphosphatemia and associated mineral bone diseaseSci. Rep.20177223310.1038/s41598-017-02351-6285335415440375
– reference: NarulaNDannenbergAJOlinJWBhattDLJohnsonKWNadkarniGMinJToriiSPoojaryPAnandSSBaxJJYusufSVirmaniRNarulaJPathology of peripheral artery disease in patients with critical limb ischemiaJ. Am. Coll. Cardiol.201872215221631:CAS:528:DC%2BC1cXhsF2ltrrL10.1016/j.jacc.2018.08.00230166084
– reference: Marín-CorralJClaveriasLBodíMPascualSDubinAGeaJRodriguezAPrognostic value of brachioradialis muscle oxygen saturation index and vascular occlusion test in septic shock patientsMed. Intensiv. (English Edition)20164020821510.1016/j.medine.2015.07.002
– reference: BigioIJFantiniSQuantitative Biomedical Optics: Theory, methods, and applications2016CambridgeCambridge University Press10.1017/CBO9781139029797
– reference: SteenhautKLapageKBovéTDe HertSMoermanAEvaluation of different near-infrared spectroscopy technologies for assessment of tissue oxygen saturation during a vascular occlusion testJ. Clin. Monit. Comput.2017311151115810.1007/s10877-016-9962-127878503
– reference: FowkesFGRRudanDRudanIAboyansVDenenbergJOMcDermottMMNormanPESampsonUKWilliamsLJMensahGACriquiMHComparison of global estimates of prevalence and risk factors for peripheral artery disease in 2000 and 2010: a systematic review and analysisLancet20133821329134010.1016/S0140-6736(13)61249-023915883
– reference: SuoSZhangLTangHNiQLiSMaoHLiuXHeSQuJLuQXuJEvaluation of skeletal muscle microvascular perfusion of lower extremities by cardiovascular magnetic resonance arterial spin labeling, blood oxygenation level-dependent, and intravoxel incoherent motion techniquesJ. Cardiovasc. Magn. Reson.2018201810.1186/s12968-018-0441-3295510915858129
– reference: KhalilMAKimHKHoiJWKimIDayalRShrikhandeGHielscherAHDetection of peripheral arterial disease within the foot using vascular optical tomographic imaging: a clinical pilot studyEur. J. Vasc. Endovasc. Surg.20154983891:STN:280:DC%2BC2MzjtFeksA%3D%3D10.1016/j.ejvs.2014.10.010254572994439381
– reference: MuthukumaranDSivakumarMMedical image registration: a Matlab based approachInt. J. Sci. Res. Comput. Sci. Eng. Inf. Technol.2017212934
– reference: SigristMKMcIntyreCWVascular calcification is associated with impaired microcirculatory function in chronic haemodialysis patientsNephron Clin. Pract.20081082c121c1261:CAS:528:DC%2BD1cXislKns78%3D10.1159/00011420218223317
– reference: YudovskyDNouvongAPilonLHyperspectral imaging in diabetic foot wound careJ. Diabetes Sci. Technol.201041099111310.1177/193229681000400508209204292956800
– reference: LondonGMArterial media calcification in end-stage renal disease: impact on all-cause and cardiovascular mortalityNephrol. Dial. Transplant.2003181731174010.1093/ndt/gfg41412937218
– reference: ZepedaAAriasCSengpielFOptical imaging of intrinsic signals: recent developments in the methodology and its applicationsJ. Neurosci. Methods2004136112110.1016/j.jneumeth.2004.02.02515126041
– reference: MesquitaRCPuttMChandraMYuGXingXHanSWLechGShangYDurduranTZhouCYodhAGMohlerERDiffuse optical characterization of an exercising patient group with peripheral artery diseaseJ. Biomed. Opt20131805700710.1117/1.JBO.18.5.057007237081933662991
– reference: ChiangNJainJKSleighJVasudevanTEvaluation of hyperspectral imaging technology in patients with peripheral vascular diseaseJ. Vasc. Surg.2017661192120110.1016/j.jvs.2017.02.04728545710
– reference: FutierEChristopheSRobinEPetitAPereiraBDesbordesJBazinJ-EValletBUse of near-infrared spectroscopy during a vascular occlusion test to assess the microcirculatory response during fluid challengeCrit. Care201115R21410.1186/cc10449219238993334758
– reference: BoezemanRPBoersmaDWilleJKelderJCVisscherMIWaandersFGMollFLde VriesJ-PPThe significance of regional hemoglobin oxygen saturation values and limb-to-arm ratios of near-infrared spectroscopy to detect critical limb ischemiaVascular2016244925001:CAS:528:DC%2BC2sXhsVGqsb3O10.1177/170853811561393626503733
– reference: GarimellaPSHirschATPeripheral artery disease and chronic kidney disease: clinical synergy to improve outcomesAdv. Chronic Kidney Dis.20142146047110.1053/j.ackd.2014.07.005254435714254470
– reference: HuangC-LWuIHWuY-WHwangJ-JWangS-SChenW-JAssociation of lower extremity arterial calcification with amputation and mortality in patients with symptomatic peripheral artery diseasePLoS ONE201492e9020110.1371/journal.pone.0090201245872793936008
– reference: GerovasiliVDimopoulosSTzanisGAnastasiou-NanaMNanasSUtilizing the vascular occlusion technique with NIRS technologyInt. J. Ind. Ergon.20104021822210.1016/j.ergon.2009.02.004
– reference: HoBKRobinsonJKColor bar tool for skin type self-identification: a cross-sectional studyJ. Am. Acad. Dermatol.20157331231310.1016/j.jaad.2015.05.024261839734506490
– reference: MayeurCCampardSRichardCTeboulJ-LComparison of four different vascular occlusion tests for assessing reactive hyperemia using near-infrared spectroscopyCrit. Care Med.20113969570110.1097/CCM.0b013e318206d25621220999
– reference: LeivaKMahadevanJKaileKSchutzmanRRobledoENarayananSMuthukrishnanVMohanVWuWGodavartyABreath-hold paradigm to assess variations in oxygen flow in diabetic foot ulcers using a non-contact near-infrared optical scannerAdv. Wound Care2019838640210.1089/wound.2018.0922
– reference: KohlMPhysical model for the spectroscopic analysis of cortical intrinsic optical signalsPhys. Med. Biol.2000451237491:STN:280:DC%2BD3M7ivVOqtw%3D%3D10.1088/0031-9155/45/12/31711131197
– reference: FranceschiniMAThakerSThemelisGKrishnamoorthyKKBortfeldHDiamondSGBoasDAArvinKGrantPEAssessment of infant brain development with frequency-domain near-infrared spectroscopyPediatr Res2007615 Pt 154655110.1203/pdr.0b013e318045be99174138552637818
– reference: ThangOHSernéEHGrootemanMPSmuldersYMTer WeePMTangelderGJNubéMJPremature aging of the microcirculation in patients with advanced chronic kidney diseaseNephron Extra.20192128329210.1159/000343295
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Snippet Near-infrared spectroscopy (NIRS)—based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A...
Near-infrared spectroscopy (NIRS)-based peripheral perfusion, or microcirculation, can be used to assess the severity of peripheral vascular dysfunction. A...
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SubjectTerms Animals
Biochemistry
Biological and Medical Physics
Biomedical and Life Sciences
Biomedical Engineering and Bioengineering
Biomedicine
Biophysics
Calcification
Calcification (ectopic)
Classical Mechanics
Feasibility studies
Hand
Hemoglobin
In vivo methods and tests
Infrared imaging
Infrared scanners
Infrared spectra
Infrared spectroscopy
Kidney diseases
Mapping
Medical imaging
Mice
Microcirculation - physiology
Near infrared radiation
Occlusion
Optical scanners
Original Article
Oxygen
Oxygenation
Perfusion
Real time
Spectroscopy, Near-Infrared - methods
Time measurement
Tissues
Upper Extremity
Vascular Calcification
Vascular Diseases
Vascular occlusion
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Title Spatial–Temporal Oxygenation Mapping Using a Near-Infrared Optical Scanner: Towards Peripheral Vascular Imaging
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