Shidhartho Roy, Jingyi Wu, Jiaming Cao, Joel Disu, Sharadhi Bharadwaj, Elizabeth Meinert-Spyker, Pulkit Grover, Jana M Kainerstorfer, Sossena Wood
{"title":"Exploring the impact and influence of melanin on frequency-domain near-infrared spectroscopy measurements.","authors":"Shidhartho Roy, Jingyi Wu, Jiaming Cao, Joel Disu, Sharadhi Bharadwaj, Elizabeth Meinert-Spyker, Pulkit Grover, Jana M Kainerstorfer, Sossena Wood","doi":"10.1117/1.JBO.29.S3.S33310","DOIUrl":null,"url":null,"abstract":"<p><strong>Significance: </strong>Near-infrared spectroscopy (NIRS) is a non-invasive optical method that measures changes in hemoglobin concentration and oxygenation. The measured light intensity is susceptible to reduced signal quality due to the presence of melanin.</p><p><strong>Aim: </strong>We quantify the influence of melanin concentration on NIRS measurements taken with a frequency-domain near-infrared spectroscopy system using 690 and 830 nm.</p><p><strong>Approach: </strong>Using a forehead NIRS probe, we measured 35 healthy participants and investigated the correlation between melanin concentration indices, which were determined using a colorimeter, and several key metrics from the NIRS signal. These metrics include signal-to-noise ratio (SNR), two measurements of oxygen saturation (arterial oxygen saturation, <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> , and tissue oxygen saturation, <math> <mrow><msub><mi>StO</mi> <mn>2</mn></msub> </mrow> </math> ), and optical properties represented by the absorption coefficient ( <math> <mrow><msub><mi>μ</mi> <mi>a</mi></msub> </mrow> </math> ) and the reduced scattering coefficient ( <math> <mrow> <msubsup><mrow><mi>μ</mi></mrow> <mrow><mi>s</mi></mrow> <mrow><mo>'</mo></mrow> </msubsup> </mrow> </math> ).</p><p><strong>Results: </strong>We found a significant negative correlation between the melanin index and the SNR estimated in oxy-hemoglobin signals ( <math> <mrow><msub><mi>r</mi> <mi>s</mi></msub> <mo>=</mo> <mo>-</mo> <mn>0.489</mn></mrow> </math> , <math><mrow><mi>p</mi> <mo>=</mo> <mn>0.006</mn></mrow> </math> ) and <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> levels ( <math> <mrow><msub><mi>r</mi> <mi>s</mi></msub> <mo>=</mo> <mo>-</mo> <mn>0.413</mn></mrow> </math> , <math><mrow><mi>p</mi> <mo>=</mo> <mn>0.023</mn></mrow> </math> ). However, no significant changes were observed in the optical properties and <math> <mrow><msub><mi>StO</mi> <mn>2</mn></msub> </mrow> </math> ( <math> <mrow><msub><mi>r</mi> <mi>s</mi></msub> <mo>=</mo> <mo>-</mo> <mn>0.146</mn></mrow> </math> , <math><mrow><mi>p</mi> <mo>=</mo> <mn>0.44</mn></mrow> </math> ).</p><p><strong>Conclusions: </strong>We found that estimated SNR and <math> <mrow><msub><mi>SpO</mi> <mn>2</mn></msub> </mrow> </math> values show a significant decline and dependence on the melanin index, whereas <math> <mrow><msub><mi>StO</mi> <mn>2</mn></msub> </mrow> </math> and optical properties do not show any correlation with the melanin index.</p>","PeriodicalId":15264,"journal":{"name":"Journal of Biomedical Optics","volume":"29 Suppl 3","pages":"S33310"},"PeriodicalIF":3.0000,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11423252/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biomedical Optics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1117/1.JBO.29.S3.S33310","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/9/25 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0
Abstract
Significance: Near-infrared spectroscopy (NIRS) is a non-invasive optical method that measures changes in hemoglobin concentration and oxygenation. The measured light intensity is susceptible to reduced signal quality due to the presence of melanin.
Aim: We quantify the influence of melanin concentration on NIRS measurements taken with a frequency-domain near-infrared spectroscopy system using 690 and 830 nm.
Approach: Using a forehead NIRS probe, we measured 35 healthy participants and investigated the correlation between melanin concentration indices, which were determined using a colorimeter, and several key metrics from the NIRS signal. These metrics include signal-to-noise ratio (SNR), two measurements of oxygen saturation (arterial oxygen saturation, , and tissue oxygen saturation, ), and optical properties represented by the absorption coefficient ( ) and the reduced scattering coefficient ( ).
Results: We found a significant negative correlation between the melanin index and the SNR estimated in oxy-hemoglobin signals ( , ) and levels ( , ). However, no significant changes were observed in the optical properties and ( , ).
Conclusions: We found that estimated SNR and values show a significant decline and dependence on the melanin index, whereas and optical properties do not show any correlation with the melanin index.
期刊介绍:
The Journal of Biomedical Optics publishes peer-reviewed papers on the use of modern optical technology for improved health care and biomedical research.