Calibration of T2 oximetry MRI for subjects with sickle cell disease

Adam Bush, Chau Vu, Soyoung Choi, Matthew Borzage, Xin Miao, Wenbo Li, Qin Qin, Aart J. Nederveen, Thomas D. Coates, John C. Wood

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: Cerebral T2 oximetry is a non-invasive imaging method to measure blood T2 and cerebral venous oxygenation. Measured T2 values are converted to oximetry estimates using carefully validated and potentially disease-specific calibrations. In sickle cell disease, red blood cells have abnormal cell shape and membrane properties that alter T2 oximetry calibration relationships in clinically meaningful ways. Previous in vitro works by two independent groups established potentially competing calibration models. Methods: This study analyzed pooled datasets from these two studies to establish a unified and more robust sickle-specific calibration to serve as a reference standard in the field. Results: Even though the combined calibration did not demonstrate statistical superiority compared to previous models, the calibration was unbiased compared to blood-gas co-oximetry and yielded limits of agreement of (−10.1%, 11.6%) in non-transfused subjects with sickle cell disease. In transfused patients, this study proposed a simple correction method based on individual hemoglobin S percentage that demonstrated reduced bias in saturation measurement compared to previous uncorrected sickle calibrations. Conclusion: The combined calibration is based on a larger range of hematocrit, providing greater confidence in the hematocrit-dependent model parameters, and yielded unbiased estimates to blood-gas co-oximetry measurements from both sites. Additionally, this work also demonstrated the need to correct for transfusion in T2 oximetry measurements for hyper-transfused sickle cell disease patients and proposes a correction method based on patient-specific hemoglobin S concentration.

Original languageEnglish (US)
Pages (from-to)1019-1028
Number of pages10
JournalMagnetic resonance in medicine
Volume86
Issue number2
DOIs
StatePublished - Aug 2021

Keywords

  • T oximetry
  • calibration
  • sickle cell disease
  • venous saturation

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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