Back

Derivation and validation of a non-invasive optoacoustic imaging biomarker for patients with intermittent claudication

Caranovic, M.; Kempf, J.; Li, Y.; Regensburger, A. P.; Guenther, J. S.; Traeger, A. P.; Lang, W.; Meyer, A.; Wagner, A. L.; Woelfle, J.; Raming, R.; Paulus, L.-P.; Buehler, A.; Uter, W.; Uder, M.; Behrendt, C.-A.; Neurath, M. F.; Waldner, M. J.; Knieling, F.; Rother, U.

2023-10-19 cardiovascular medicine
10.1101/2023.10.19.23297246 medRxiv
Show abstract

BackgroundMultispectral optoacoustic tomography (MSOT), a molecular sensitive ultrasound, offers a non-invasive diagnostic approach to image the deep-tissue biomarkers. ObjectivesThe authors aimed to investigate the diagnostic accuracy of MSOT to distinguish between healthy volunteers (HV) and patients with intermittent claudication (IC) by assessing hemoglobin-related biomarkers in calf muscle tissue. MethodsIn this monocentric, cross-sectional diagnostic trial using derivation (DC) and validation cohorts (VC) yll subjects underwent standardized PAD diagnostics. This included pulse palpation, ankle brachial index (ABI), duplex sonography, 6-minute walk test (6MWT), and assessment of health-related quality of life (VASCUQOL-6). The vascular occlusion profile in IC patients was confirmed by angiography (aggregated TransAtlantic Inter-Society Consensus classification, aTASC). MSOT imaging of calf muscle was performed before and after standardized heel raise provocation. ParticipantsOf 123 screened individuals, 102 completed the study. MSOT-derived oxygenation (msO2) after the exercise differentiated IC and HV with an area under curve the receiver operator characteristics curve (AUROC) in DC by 0.99 (95%CI 0.97;1.00, p<0.001, sensitivity: 100%, specificity: 95.8%) and in the VC by 0.95 (95%CI 0.95;1.00, p<0.001, sensitivity: 96.2%, specificity: 96.0%). mSO2 positively correlated with the ABI post-exercise (R=0.83, 95%CI 0.75;0.88, P<0.001), the absolute walking distance in the 6MWT (R=0.77, 95%CI 0.68;0.84, P<0.001), the VASCUQOL-6 (R=0.79, 95%CI 0.70;0.85, P<0.001) and negatively with aTASC classification (R=-0.80, 95%CI -0.86;-0.72, P<0.001). ConclusionsPost-exercise MSOT-derived saturation in the calf muscle was validated as a new and promising diagnostic biomarker to distinguish between HV and IC patients yielding high sensitivity and specificity. (NCT05373927)

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.