Abstract
Purpose: Recent reports that pulse oximeters may overestimate oxygen saturation in individuals with darker skin pigmentation have prompted concerns from regulatory authorities regarding racial bias. We investigated the performance of TruSignal SpO2 sensors (GE Healthcare, Helsinki, Finland) in adults with varying skin pigmentation. Methods: A retrospective study was conducted using a set of pooled assessments of SpO2/SaO2 measurements from nine studies to assess bias, accuracy (Arms), and precision of TruSignal sensors in healthy adults under induced hypoxia. Subgroup analyses were performed based on oxygen saturation levels (band 1, ≥ 70 and ≤ 80%; band 2, > 80 and ≤ 90%; band 3, > 90 and ≤ 100%). Results: Of the 10,800 data points from 131 individuals, 8,202 (75.9%) and 2,598 (24.1%) were assigned to the light and dark pigment groups, respectively. Bias was 0.14% overall and less than 1% across oxygenation bands. The difference in bias between dark and light pigment groups was statistically significant at the low oxygenation band with SpO2 ≥ 70 and ≤ 80% (+ 0.58% and + 0.30% respectively; p = 0.0035). Throughout the saturation range, Arms was 1.64% in the light and 1.71% in the dark pigment group, within device specifications and regulatory requirements. Oxygenation was the dominating factor in stepwise ANOVA modeling. The mixed model also showed that bias was strongly affected by the oxygenation range. Conclusion: TruSignal sensors demonstrated higher bias at lower oxygen saturation, with less than 0.5% difference between pigment groups. These findings raise new questions, such as ways to improve pulse oximetry measurements during challenging clinical conditions, including low perfusion.
| Original language | English |
|---|---|
| Pages (from-to) | 113-120 |
| Journal | Journal of Clinical Monitoring and Computing |
| Volume | 38 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - Feb 2024 |
| MoE publication type | A1 Journal article-refereed |
Funding
Ashish K. Khanna consults for Medtronic, Edwards Life Sciences, Philips Research North America, Baxter, GE Healthcare, Potrero Medical, Retia Medical, Trevena Pharmaceuticals and Caretaker Medical. He was also previously funded with a Clinical and Translational Science Institute (CTSI) NIH/NCTAS KL2 TR001421 award for a trial on continuous postoperative hemodynamic and saturation monitoring. The department of anesthesiology at Wake Forest School of Medicine, is supported by Edwards Lifesciences under a master clinical trial agreement and receives grant funding from Masimo and Medtronic.John Beard and Sakari Lamminmäki are employees and shareholders of GE HealthCare.Johanna Närväinen is an employee of VTT Technical Research Centre of Finland Ltd. (supported by GE Healthcare for this research).Halit O. Yapici and Nicholas Antaki are employees of Boston Strategic Partners, Inc. (supported by GE Healthcare for this research). Johanna Närväinen is an employee of VTT Technical Research Centre of Finland Ltd. (supported by GE Healthcare for this research). The authors would like to acknowledge Dr. Kati Pettersson from VTT Technical Research Centre of Finland Ltd (supported by GE HealthCare) for her assistance with data analysis.
Keywords
- Hypoxemia
- Measurement
- Pulse oximetry
- Racial Bias
- Skin pigmentation
- Oxygen
- Humans
- Oximetry
- Skin Pigmentation
- Hypoxia/diagnosis
- Adult
- Retrospective Studies
Fingerprint
Dive into the research topics of 'Assessment of skin pigmentation-related bias in pulse oximetry readings among adults'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver