Dominant mechanism underlying skin-tone bias in pulse oximetry

Determine whether spectral coloring, changing dermal sensitivity, nonlinear interactions between background optical properties and melanin, or a combination of these mechanisms is the dominant source of skin-tone-correlated bias in pulse oximetry.

Background

The paper discusses several proposed explanations for the higher arterial oxygen saturation readings reported by pulse oximeters in patients with darker skin pigmentation. One mechanism is spectral coloring caused by broad-linewidth light sources, whereby melanin alters the detected spectrum and therefore the wavelength-dependent calibration parameters. Other proposed mechanisms involve skin-tone-dependent dermal sensitivity and nonlinear interactions between changing background optical properties during the cardiac cycle and melanin.

Although the paper develops and tests a melanin- and linewidth-corrected calibration motivated by the spectral-coloring mechanism, the authors do not establish that spectral coloring is the dominant cause of the observed clinical bias. Resolving the relative contribution of these mechanisms remains an unresolved question.

References

It is unclear whether one particular mechanism is the dominant source of the skin-tone bias, and it is possible that the bias is in fact the result of a combination of these mechanisms.

— Melanin- and linewidth-corrected pulse-oximetry  (2609.30122 - Blaney et al., 24 Sep 2026) in Introduction