Biomedical Photonic Imaging Group, Faculty of Science and Technology, University of Twente, P.O. Box 217, 7500AE, Enschede, The Netherlands.
Sci Rep. 2021 Apr 21;11(1):8680. doi: 10.1038/s41598-021-88063-4.
Spectroscopic optical coherence tomography (sOCT) has emerged as a new possibility for non-invasive quantification of total haemoglobin concentrations [tHb]. Recently, we demonstrated that [tHb] measured in ex-vivo human whole-blood with a conventional sOCT system achieves a precision of 9.10 g/dL with a bias of 1.50 g/dL. This precision improved by acquiring data with a combination of focus tracking and zero-delay acquisition (FZA) that compensated for experimental limitations, increasing to 3.80 g/dL with a bias of 1.50 g/dL. Nevertheless, sOCT precision should improve at least to [Formula: see text] g/dL to be clinically relevant. Therefore, sOCT-based [tHb] determinations require the development of new analysis methods that reduce the variability of [tHb] estimations. In this work, we aim to increase sOCT precision by retrieving the [tHb] content from a numerical optimisation of the optical density (OD), while considering the blood absorption flattening effect. The OD-based approach simplifies previous two-step Lambert-Beer fitting approaches to a single step, thereby reducing errors during the fitting procedure. We validated our model with ex-vivo [tHb] measurements on flowing whole-blood samples in the clinical range (7-23 g/dL). Our results show that, with the new model, conventional sOCT can determine [tHb] with a precision of 3.09 g/dL and a bias of 0.86 g/dL compared to a commercial blood analyser. We present further precision improvement by combining the OD methodology with FZA, leading to a precision of 2.08 g/dL with a bias of 0.46 g/dL.
光谱光学相干断层扫描(sOCT)已成为一种非侵入性定量总血红蛋白浓度[tHb]的新方法。最近,我们证明了使用传统的 sOCT 系统在离体人全血中测量的[tHb],其精度为 9.10 g/dL,偏差为 1.50 g/dL。通过采用焦点跟踪和零延迟采集(FZA)相结合的数据采集方法,克服了实验限制,精度提高到 3.80 g/dL,偏差为 1.50 g/dL。然而,sOCT 的精度至少应提高到[公式:见文本]g/dL 才能具有临床意义。因此,基于 sOCT 的[tHb]测定需要开发新的分析方法,以降低[tHb]估计的可变性。在这项工作中,我们旨在通过数值优化光密度(OD)来提高 sOCT 的精度,同时考虑到血液吸收变平效应。基于 OD 的方法将先前的两步 Lambert-Beer 拟合方法简化为一步,从而减少拟合过程中的误差。我们使用临床范围内(7-23 g/dL)的流动全血样本对离体[tHb]测量进行了验证。结果表明,使用新模型,传统的 sOCT 可以以 3.09 g/dL 的精度和 0.86 g/dL 的偏差来确定[tHb],与商业血液分析仪相比。我们通过将 OD 方法与 FZA 相结合,进一步提高了精度,得到的精度为 2.08 g/dL,偏差为 0.46 g/dL。