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af Geijerstam, P., Chalmers, J., Engvall, J., Jonasson, H., Östgren, C. J., Bergstrand, S., . . . Rådholm, K. (2026). Associations between home, office and central blood pressure and microcirculatory dysfunction in a middle-aged population. Pulse, 14(1), 1-11
Open this publication in new window or tab >>Associations between home, office and central blood pressure and microcirculatory dysfunction in a middle-aged population
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2026 (English)In: Pulse, ISSN 2235-8676, Vol. 14, no 1, p. 1-11Article in journal (Refereed) Published
Abstract [en]

Introduction: Hypertension is linked to endothelial dysfunction, but causality and direction is not entirely known. The aim was to study the cross-sectional associations between home, office, and central BP and microcirculatory peak oxygen saturation (OxyP). Methods: In the observational Swedish CArdioPulmonary bioImage Study (SCAPIS) Linköping subsample, office and home BP were measured using an oscillometric device and OxyP was measured in forearm skin after a 5-min occlusion of the brachial artery. A linear regression was fitted to evaluate the mean change in OxyP per SD increase in BP. A logistic regression was fitted to evaluate the associations between BP above the median and OxyP below the median. Results: Of participants, 3,291 were included in the analyses. Per SD increase in systolic home BP, the adjusted mean (95% CI) difference in OxyP was −0.4 (−0.6 to −0.1%). In subgroup analyses, the association remained for women but not men, although the interaction by sex was not statistically significant. Also, in women but not in men, OxyP was lower in those with white coat hypertension vs. sustained normotension, i.e., mean (95% CI) 88.8 (88.2–89.4%) vs. 89.6 (89.3–90.0%), and in those with masked hypertension vs. sustained normotension, i.e., 87.5 (85.9–89.1%) vs. 89.6 (89.3–90.0%). Conclusion: Home BP, which better predicts cardiovascular disease than office BP, was inversely associated with OxyP. This correlation remained in subgroup analyses of women but not men, suggesting possible sex-dependent microcirculatory dysfunction or that masked hypertension could be a more important cardiovascular risk marker in women, despite its higher prevalence in men.

Keywords
Blood pressure, Cardiovascular disease, Inflammation, Microcirculation, Peak oxygen saturation
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-220196 (URN)10.1159/000549752 (DOI)001650915200001 ()41439169 (PubMedID)
Note

Funding Agencies|Swedish Heart and Lung Foundation [2016-0315]; Knut and Alice Wallenberg Foundation [2014-0047]; Swedish Research Council [822-2013-2000]; Vinnova (Sweden's Innovation Agency) [2012-04476]; Vinnova (Sweden's Innovation Agency) via the program MedTech4Health [2016-02211]; University of Gothenburg; Sahlgrenska University Hospital; Karolinska Institutet; Stockholm County Council; Linkoping University and University Hospital; Linkoping University and University Hospital; Swedish government; Swedish government; Lund University; Lund University; Swedish county councils (the ALF agreement); Swedish county councils (the ALF agreement); Skane University Hospital; Skane University Hospital; Division of Primary Health Care of Region Ostergotland; Division of Primary Health Care of Region Ostergotland; Umea University and University Hospital; Umea University and University Hospital; National Research School in General Practice; National Research School in General Practice; Uppsala University and University Hospital; Uppsala University and University Hospital; Swedish Society of Medicine; Swedish Society of Medicine; Swedish Society for Medical Research; Strategic Research Network in Circulation and Metabolism at Linkoping University (LiU-CircM); King Gustaf V and Queen Victoria Freemason Foundation

Available from: 2025-12-22 Created: 2025-12-22 Last updated: 2026-01-21
Bergstrand, S., Jonasson, H., Fredriksson, I., Larsson, M., Östgren, C. J. & Strömberg, T. (2024). Association between cardiovascular risk profile and impaired microvascular function in a Swedish middle-aged cohort (the SCAPIS study). European Journal of Preventive Cardiology, 31(9), 1152-1161
Open this publication in new window or tab >>Association between cardiovascular risk profile and impaired microvascular function in a Swedish middle-aged cohort (the SCAPIS study)
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2024 (English)In: European Journal of Preventive Cardiology, ISSN 2047-4873, E-ISSN 2047-4881, Vol. 31, no 9, p. 1152-1161Article in journal (Refereed) Published
Abstract [en]

Aims The aim was to investigate the relationship between microvascular function, cardiovascular risk profile, and subclinical atherosclerotic burden. Methods and results The study enrolled 3809 individuals, 50-65 years old, participating in the population-based observational cross-sectional Swedish CArdioPulmonary bioImage Study. Microvascular function was assessed in forearm skin using an arterial occlusion and release protocol determining peak blood oxygen saturation (OxyP). Cardiovascular risk was calculated using the updated Systematic Coronary Risk Evaluation [SCORE2; 10-year risk of fatal and non-fatal cardiovascular disease (CVD) events]. The OxyP was compared with coronary artery calcification score (CACS) and to plaques in the carotid arteries. Individuals with OxyP values in the lowest quartile (Q1; impaired microvascular function) had a mean SCORE2 of 5.8% compared with 3.8% in those with the highest values of OxyP (Q4), a relative risk increase of 53%. The risk of having a SCORE2 > 10% was five times higher for those in Q1 (odds ratio: 4.96, 95% confidence interval: 2.76-8.93) vs. Q4 when adjusting for body mass index and high-sensitivity C-reactive protein. The OxyP was lower in individuals with CACS > 0 and in those with both carotid plaques and CACS > 0, compared with individuals without subclinical atherosclerotic burdens (87.5 +/- 5.6% and 86.9 +/- 6.0%, vs. 88.6 +/- 5.8%, P < 0.01). Conclusion In a population without CVD or diabetes mellitus, impaired microvascular function is associated with cardiovascular risk profiles such as higher SCORE2 risk and CACS. We suggest that OxyP may serve as a microcirculatory functional marker of subclinical atherosclerosis and CVD risk that is not detected by structural assessments.

Place, publisher, year, edition, pages
OXFORD UNIV PRESS, 2024
Keywords
Microcirculation; Atherosclerosis; Cardiovascular diseases; Cardiovascular risk; Cardiovascular risk score
National Category
Cardiology and Cardiovascular Disease
Identifiers
urn:nbn:se:liu:diva-201475 (URN)10.1093/eurjpc/zwae052 (DOI)001174522400001 ()38333959 (PubMedID)2-s2.0-85199683114 (Scopus ID)
Note

Funding Agencies|Swedish Research Council [2021-06432, 2021-03690]; Swedish Heart-Lung Foundation [20210184]; Sweden's innovation agency (VINNOVA) via the programme MedTech4Health [2016-02211]; Knut and Alice Wallenberg Foundation; VINNOVA; University of Gothenburg; Sahlgrenska University Hospital; Karolinska Institutet; Stockholm County Council; Linkoping University; University Hospital; Lund University; Skane University Hospital; Umea University; Uppsala University

Available from: 2024-03-12 Created: 2024-03-12 Last updated: 2025-02-27Bibliographically approved
Hultman, M., Aronsson, S., Fredriksson, I., Zachrisson, H., Pärsson, H. N., Larsson, M. & Strömberg, T. (2022). Comprehensive imaging of microcirculatory changes in the foot during endovascular intervention - A technical feasibility study. Microvascular Research, 141, Article ID 104317.
Open this publication in new window or tab >>Comprehensive imaging of microcirculatory changes in the foot during endovascular intervention - A technical feasibility study
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2022 (English)In: Microvascular Research, ISSN 0026-2862, E-ISSN 1095-9319, Vol. 141, article id 104317Article in journal (Refereed) Published
Abstract [en]

Chronic limb-threatening ischemia (CLTI) has a major impact on patient's lives and is associated with a heavy health care burden with high morbidity and mortality. Treatment by endovascular intervention is mostly based on macrocirculatory information from angiography and does not consider the microcirculation. Despite successful endovascular intervention according to angiographic criteria, a proportion of patients fail to heal ischemic lesions. This might be due to impaired microvascular perfusion and variations in the supply to different angiosomes. Non-invasive optical techniques for microcirculatory perfusion and oxygen saturation imaging have the potential to provide the interventionist with additional information in real-time, supporting clinical decisions during the intervention. This study presents a novel multimodal imaging system, based on multi-exposure laser speckle contrast imaging and multi-spectral imaging, for continuous use during endovascular intervention. The results during intervention display spatiotemporal changes in the microcirculation compatible with expected physiological reactions during balloon dilation, with initially induced ischemia followed by a restored perfusion, and local administration of a vasodilator inducing hyperemia. We also present perioperative and postoperative follow-up measurements with a pulsatile microcirculation perfusion. Finally, cases of spatial heterogeneity in the observed oxygen saturation and perfusion are discussed. In conclusion, this technical feasibility study shows the potential of the methodology to characterize changes in microcirculation before, during, and after endovascular intervention.

Place, publisher, year, edition, pages
Maryland Heights, MO, United States: Academic Press, 2022
Keywords
Chronic limb-threatening ischemia, Microcirculation, Multi-exposure laser speckle contrast imaging, Multi-spectral imaging
National Category
Anesthesiology and Intensive Care
Identifiers
urn:nbn:se:liu:diva-182544 (URN)10.1016/j.mvr.2022.104317 (DOI)000781660500004 ()35016873 (PubMedID)2-s2.0-85123386374 (Scopus ID)
Note

Funding: Swedish Research CouncilSwedish Research CouncilEuropean Commission [2014-6141]; Swedens Innovation Agency VINNOVAVinnova [2017-01435, 2019-01522]

Available from: 2022-01-26 Created: 2022-01-26 Last updated: 2023-05-07Bibliographically approved
Henricson, J., Sjöberg, F., Iredahl, F., Strömberg, T. & Björk Wilhelms, D. (2022). In vivo dose-response analysis to acetylcholine: pharmacodynamic assessment by polarized reflectance spectroscopy. Scientific Reports, 12(1), Article ID 6594.
Open this publication in new window or tab >>In vivo dose-response analysis to acetylcholine: pharmacodynamic assessment by polarized reflectance spectroscopy
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2022 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 12, no 1, article id 6594Article in journal (Refereed) Published
Abstract [en]

Transdermal iontophoresis offers an in vivo alternative to the strain-gauge model for measurement of vascular function but is limited due to lack of technical solutions for outcome assessment. The aims of this study were to, after measurement by polarized reflectance spectroscopy (PRS), use pharmacodynamic dose-response analysis on responses to different concentrations of acetylcholine (ACh); and to examine the effect of three consecutively administered iontophoretic current pulses. The vascular responses in 15 healthy volunteers to iontophorised ACh (5 concentrations, range 0.0001% to 1%, three consecutive pulses of 0.02 mA for 10 min each) were recorded using PRS. Data were fitted to a four-parameter logistic dose response model and compared. Vascular responses were quantifiable by PRS. Similar pharmacodynamic dose response curves could be generated irrespectively of the ACh concentration. Linearly increasing maximum vasodilatory responses were registered with increasing concentration of ACh. A limited linear dose effect of the concentration of ACh was seen between pulses. Polarized reflectance spectroscopy is well suited for measuring vascular responses to iontophoretically administrated ACh. The results of this study support further development of iontophoresis as a method to study vascular function and pharmacological responses in vivo.

Place, publisher, year, edition, pages
London, United Kingdom: Nature Publishing Group, 2022
National Category
Other Physics Topics
Identifiers
urn:nbn:se:liu:diva-185028 (URN)10.1038/s41598-022-10617-x (DOI)000784878300039 ()35449189 (PubMedID)2-s2.0-85128631757 (Scopus ID)
Note

Funding Agencies: Linköping University; ALF grants; Region Östergotland, Linköping, Sweden [RO-726731]

Available from: 2022-05-18 Created: 2022-05-18 Last updated: 2022-09-15Bibliographically approved
Ewerlöf, M., Strömberg, T., Larsson, M. & Salerud, E. G. (2022). Multispectral snapshot imaging of skin microcirculatory hemoglobin oxygen saturation using artificial neural networks trained on in vivo data. Journal of Biomedical Optics, 27(3), Article ID 036004.
Open this publication in new window or tab >>Multispectral snapshot imaging of skin microcirculatory hemoglobin oxygen saturation using artificial neural networks trained on in vivo data
2022 (English)In: Journal of Biomedical Optics, ISSN 1083-3668, E-ISSN 1560-2281, Vol. 27, no 3, article id 036004Article in journal (Refereed) Published
Abstract [en]

Significance: Developing algorithms for estimating blood oxygenation from snapshot multispectral imaging (MSI) data is challenging due to the complexity of sensor characteristics and photon transport modeling in tissue. We circumvent this using a method where artificial neural networks (ANNs) are trained on in vivo MSI data with target values from a point-measuring reference method.

Aim: To develop and evaluate a methodology where a snapshot filter mosaic camera is utilized for imaging skin hemoglobin oxygen saturation (SO2), using ANNs.

Approach: MSI data were acquired during occlusion provocations. ANNs were trained to estimate SO2 with MSI data as input, targeting data from a validated probe-based reference system. Performance of ANNs with different properties and training data sets was compared.

Results: The method enables spatially resolved estimation of skin tissue SO2. Results are comparable to those acquired using a Monte-Carlo-based approach when relevant training data are used.

Conclusions: Training an ANN on in vivo MSI data covering a wide range of target values acquired during an occlusion protocol enable real-time estimation of SO2 maps. Data from the probe-based reference system can be used as target despite differences in sampling depth and measurement position.

Place, publisher, year, edition, pages
Bellingham, WA, United States: SPIE - International Society for Optical Engineering, 2022
Keywords
multispectral imaging, artificial neural networks, hemoglobin oxygen saturation, skin microcirculation, diffuse reflectance spectroscopy
National Category
Medical Laboratory Technologies
Identifiers
urn:nbn:se:liu:diva-184440 (URN)10.1117/1.jbo.27.3.036004 (DOI)000776555200006 ()35340134 (PubMedID)2-s2.0-85127252219 (Scopus ID)
Note

Funding: This study was financially supported by VINNOVA Grants via the Swelife and MedTech4Health programs (Grant Nos.2016-02211, 2017-01435, and 2019-01522).

Available from: 2022-04-20 Created: 2022-04-20 Last updated: 2025-02-09Bibliographically approved
Majedy, M., Saager, R. B., Strömberg, T., Larsson, M. & Salerud, G. E. (2022). Spectral characterization of liquid hemoglobin phantoms with varying oxygenation states. Journal of Biomedical Optics, 27(7), Article ID 74708.
Open this publication in new window or tab >>Spectral characterization of liquid hemoglobin phantoms with varying oxygenation states
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2022 (English)In: Journal of Biomedical Optics, ISSN 1083-3668, E-ISSN 1560-2281, Vol. 27, no 7, article id 74708Article in journal (Refereed) Published
Abstract [en]

Significance: For optical methods to accurately assess hemoglobin oxygen saturation in vivo, an independently verifiable tissue-like standard is required for validation. For this purpose, we propose three hemoglobin preparations and evaluate methods to characterize them.

Aim: To spectrally characterize three different hemoglobin preparations using multiple spectroscopic methods and to compare their absorption spectra to commonly used reference spectra.

Approach: Absorption spectra of three hemoglobin preparations in solution were characterized using spectroscopic collimated transmission: whole blood, lysed blood, and ferrous-stabilized hemoglobin. Tissue-mimicking phantoms composed of Intralipid, and the hemoglobin solutions were characterized using spatial frequency-domain spectroscopy (SFDS) and enhanced perfusion and oxygen saturation (EPOS) techniques while using yeast to deplete oxygen.

Results: All hemoglobin preparations exhibited similar absorption spectra when accounting for methemoglobin and scattering in their oxyhemoglobin and deoxyhemoglobin forms, respectively. However, systematic differences were observed in the fitting depending on the reference spectra used. For the tissue-mimicking phantoms, SFDS measurements at the surface of the phantom were affected by oxygen diffusion at the interface with air, associated with higher values than for the EPOS system.

Conclusions: We show the validity of different blood phantoms and what considerations need to be addressed in each case to utilize them equivalently.

Place, publisher, year, edition, pages
Bellingham, WA, United States: SPIE - The International Society for Optics and Photonics, 2022
Keywords
hemoglobin; oxygen saturation; tissue simulating phantom
National Category
Medical Laboratory Technologies Atom and Molecular Physics and Optics
Identifiers
urn:nbn:se:liu:diva-183172 (URN)10.1117/1.jbo.27.7.074708 (DOI)000832962900012 ()34850613 (PubMedID)2-s2.0-85122425205 (Scopus ID)
Note

Funding: VINNOVA grants [2016-02211, 2017-01435, 2019-01522]; Alice Wallenberg Foundations Center for Molecular Medicine at Linkoping University (WCMM)

Available from: 2022-02-24 Created: 2022-02-24 Last updated: 2025-02-09Bibliographically approved
Fredriksson, I., Larsson, M., Strömberg, T. & Iredahl, F. (2022). Vasomotion analysis of speed resolved perfusion, oxygen saturation, red blood cell tissue fraction, and vessel diameter: Novel microvascular perspectives. Skin research and technology, 28(1), 142-152
Open this publication in new window or tab >>Vasomotion analysis of speed resolved perfusion, oxygen saturation, red blood cell tissue fraction, and vessel diameter: Novel microvascular perspectives
2022 (English)In: Skin research and technology, ISSN 0909-752X, E-ISSN 1600-0846, Vol. 28, no 1, p. 142-152Article in journal (Refereed) Published
Abstract [en]

Background

Vasomotion is the spontaneous oscillation in vascular tone in the microcirculation and is believed to be a physiological mechanism facilitating the transport of blood gases and nutrients to and from tissues. So far, Laser Doppler flowmetry has constituted the gold standard for in vivo vasomotion analysis.

Materials and methods

We applied vasomotion analysis to speed-resolved perfusion, oxygen saturation, red blood cell tissue (RBC) tissue fraction, and average vessel diameter from five healthy individuals at rest measured by the newly developed Periflux 6000 EPOS system over 10 minutes. Magnitude scalogram and the time-averaged wavelet spectra were divided into frequency intervals reflecting endothelial, neurogenic, myogenic, respiratory, and cardiac function.

Results

Recurrent high-intensity periods of the myogenic, neurogenic, and endothelial frequency intervals were found. The neurogenic activity was considerably more pronounced for the oxygen saturation, RBC tissue fraction, and vessel diameter signals, than for the perfusion signals. In a correlation analysis we found that changes in perfusion in the myogenic, neurogenic, and endothelial frequency intervals precede changes in the other signals. Furthermore, changes in average vessel diameter were in general negatively correlated to the other signals in the same frequency intervals, indicating the importance of capillary recruitment.

Conclusion

We conclude that vasomotion can be observed in signals reflecting speed resolved perfusion, oxygen saturation, RBC tissue fraction, and vessel diameter. The new parameters enable new aspects of the microcirculation to be observed.

Place, publisher, year, edition, pages
Wiley-Blackwell Publishing Inc., 2022
Keywords
diffuse reflectance spectroscopy, laser Doppler flowmetry, microcirculation, vasomotion
National Category
Medical Laboratory Technologies
Identifiers
urn:nbn:se:liu:diva-180966 (URN)10.1111/srt.13106 (DOI)000716622300001 ()34758168 (PubMedID)2-s2.0-85118764653 (Scopus ID)
Available from: 2021-11-11 Created: 2021-11-11 Last updated: 2025-02-09Bibliographically approved
Ewerlöf, M., Salerud, G., Strömberg, T. & Larsson, M. (2021). Estimation of skin microcirculatory hemoglobinoxygen saturation and red blood cell tissue fractionusing a multispectral snapshot imaging system: a validation study. Journal of Biomedical Optics, 26(2), Article ID 200291RR.
Open this publication in new window or tab >>Estimation of skin microcirculatory hemoglobinoxygen saturation and red blood cell tissue fractionusing a multispectral snapshot imaging system: a validation study
2021 (English)In: Journal of Biomedical Optics, ISSN 1083-3668, E-ISSN 1560-2281, Vol. 26, no 2, article id 200291RRArticle in journal (Refereed) Published
Abstract [en]

Significance: Hemoglobin oxygen saturation and red blood cell (RBC) tissue fraction are important parameters when assessing microvascular status. Functional information can be attained using temporally resolved measurements performed during stimulus–response protocols. Pointwise assessments can currently be conducted with probe-based systems. However, snapshot multispectral imaging (MSI) can be used for spatial–temporal measurements.

Aim: To validate if hemoglobin oxygen saturation and RBC tissue fraction can be quantified using a snapshot MSI system and an inverse Monte Carlo algorithm.

Approach: Skin tissue measurements from the MSI system were compared to those from a validated probe-based system during arterial and venous occlusion provocation on 24 subjects in the wavelength interval 450 to 650 nm, to evaluate a wide range of hemoglobin oxygen saturation and RBC tissue fraction levels.

Results: Arterial occlusion results show a mean linear regression R2 = 0.958 for hemoglobin oxygen saturation. Comparing relative RBC tissue fraction during venous occlusion results in R2 = 0.925. The MSI system shows larger dynamic changes than the reference system, which might be explained by a deeper sampling including more capacitance vessels.

Conclusions: The snapshot MSI system estimates hemoglobin oxygen saturation and RBC tissue fraction in skin microcirculation showing a high correlation (R2 > 0.9 in most subjects) with those measured by the reference method.

Place, publisher, year, edition, pages
SPIE - International Society for Optical Engineering, 2021
Keywords
multispectral imaging, hemoglobin oxygen saturation, RBC tissue fraction, diffuse reflectance spectroscopy, Monte Carlo simulations, skin microcirculation
National Category
Medical Engineering
Identifiers
urn:nbn:se:liu:diva-173730 (URN)10.1117/1.JBO.26.2.026002 (DOI)000624561700013 ()33583154 (PubMedID)
Note

Funding: Swedens Innovation Agency VINNOVA via the programs Swelife and MedTech4Health [2017-01435, 2019-01522]; CENIIT research organization within Linkoping University [11.02]

Available from: 2021-03-04 Created: 2021-03-04 Last updated: 2022-04-20
Belcastro, L., Jonasson, H., Strömberg, T., Elserafy, A. T. & Saager, R. (2021). Evaluation of cell therapy for burn wound using spatial frequency domain imaging. In: Bernard Choi, Haishan Zeng (Ed.), Photonics in Dermatology and Plastic Surgery 2021: . Paper presented at Photonics in Dermatology and Plastic Surgery, SPIE BiOS, Photonics West, 6-12 March, 2021. SPIE - The International Society for Optics and Photonics, 11618
Open this publication in new window or tab >>Evaluation of cell therapy for burn wound using spatial frequency domain imaging
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2021 (English)In: Photonics in Dermatology and Plastic Surgery 2021 / [ed] Bernard Choi, Haishan Zeng, SPIE - The International Society for Optics and Photonics, 2021, Vol. 11618Conference paper, Oral presentation with published abstract (Other academic)
Abstract [en]

Autologous keratinocytes or stem cell based therapies are modern approaches for the treatment of skin loss in burn victims and chronic wound patients. The aim of this study is to identify depth-resolved structural changes in treated burn wounds using Spatial Frequency Domain Imaging (SFDI). When altering the investigated depth into tissue via the spatial frequency used in our calculations, we found changes in the scattering parameters for the treated samples. These scattering changes are correlated with histology, indicating a potential means to monitor re-epithelization and collagen formation during the treatment process across the entire wound area.

Place, publisher, year, edition, pages
SPIE - The International Society for Optics and Photonics, 2021
National Category
Medical Laboratory Technologies
Identifiers
urn:nbn:se:liu:diva-208935 (URN)10.1117/12.2577192 (DOI)
Conference
Photonics in Dermatology and Plastic Surgery, SPIE BiOS, Photonics West, 6-12 March, 2021
Funder
Knut and Alice Wallenberg Foundation
Available from: 2024-10-28 Created: 2024-10-28 Last updated: 2025-02-09
Belcastro, L., Jonasson, H., Strömberg, T. & Saager, R. B. (2020). Handheld multispectral imager for quantitative skin assessment in low resource settings. Journal of Biomedical Optics, 25(8), Article ID 082702.
Open this publication in new window or tab >>Handheld multispectral imager for quantitative skin assessment in low resource settings
2020 (English)In: Journal of Biomedical Optics, ISSN 1083-3668, E-ISSN 1560-2281, Vol. 25, no 8, article id 082702Article in journal (Refereed) Published
Abstract [en]

Significance: Spatial frequency domain imaging (SFDI) is a quantitative imaging method to measure absorption and scattering of tissue, from which several chromophore concentrations (e.g., oxy-/deoxy-/meth-hemoglobin, melanin, and carotenoids) can be calculated. Employing a method to extract additional spectral bands from RGB components (that we named cross-channels), we designed a handheld SFDI device to account for these pigments, using low-cost, consumer-grade components for its implementation and characterization.

Aim: With only three broad spectral bands (red, green, blue, or RGB), consumer-grade devices are often too limited. We present a methodology to increase the number of spectral bands in SFDI devices that use RGB components without hardware modification.

Approach: We developed a compact low-cost RGB spectral imager using a color CMOS camera and LED-based mini projector. The components’ spectral properties were characterized and additional cross-channel bands were calculated. An alternative characterization procedure was also developed that makes use of low-cost equipment, and its results were compared. The device performance was evaluated by measurements on tissue-simulating optical phantoms and in-vivo tissue. The measurements were compared with another quantitative spectroscopy method: spatial frequency domain spectroscopy (SFDS).

Results: Out of six possible cross-channel bands, two were evaluated to be suitable for our application and were fully characterized (520  ±  20  nm; 556  ±  18  nm). The other four cross-channels presented a too low signal-to-noise ratio for this implementation. In estimating the optical properties of optical phantoms, the SFDI data have a strong linear correlation with the SFDS data (R2  =  0.987, RMSE  =  0.006 for μa, R2  =  0.994, RMSE  =  0.078 for μs′).

Conclusions: We extracted two additional spectral bands from a commercial RGB system at no cost. There was good agreement between our device and the research-grade SFDS system. The alternative characterization procedure we have presented allowed us to measure the spectral features of the system with an accuracy comparable to standard laboratory equipment.

Place, publisher, year, edition, pages
SPIE - The International Society for Optics and Photonics, 2020
Keywords
multispectral imaging; spatial frequency domain imaging; low-resource settings; digital micromirror device; skin; phantoms
National Category
Medical Engineering
Identifiers
urn:nbn:se:liu:diva-169868 (URN)10.1117/1.JBO.25.8.082702 (DOI)000590144000002 ()32755076 (PubMedID)2-s2.0-85089133009 (Scopus ID)
Funder
Wallenberg Foundations
Note

Funding agencies:  Knut and Alice Wallenberg FoundationKnut & Alice Wallenberg Foundation

Available from: 2020-09-22 Created: 2020-09-22 Last updated: 2023-11-14Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-7299-891x

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