Fiber-based lactate recordings with fluorescence resonance energy transfer sensors by applying an magnetic resonance-informed correction of hemodynamic artifacts.
Henriette LambersLydia WachsmuthDominik ThomasFawzi BoumezbeurVanessa HoeskerBruno PradierCornelius FaberPublished in: Neurophotonics (2022)
Significance: Fluorescence resonance energy transfer (FRET) sensors offer enormous benefits when studying neurophysiology through confocal microscopy. Yet, their use for fiber-based in vivo recordings is hampered by massive confounding effects and has therefore been scarcely reported. Aim: We aim to investigate whether in vivo fiber-based lactate recordings in the rodent brain are feasible with FRET sensors and implement a correction algorithm for the predominant hemodynamic artifact. Approach: We performed fiber-based FRET recordings of lactate (Laconic) and calcium (Twitch-2B) simultaneously with functional MRI and pharmacological MRI. MR-derived parameters were applied to correct hemodynamic artifacts. Results of FRET measurements were validated by local field potential, magnetic resonance spectroscopy, and blood analysis. Results: Hemodynamic artifacts dominated fiber-based in vivo FRET measurements with both Laconic and Twitch-2B. Our MR-based correction algorithm enabled to remove the artifacts and detect lactate and calcium changes during sensory stimulation or intravenous lactate injections. Conclusions: In vivo fiber-based lactate recordings are feasible using FRET-based sensors. However, signal corrections are required. MR-derived hemodynamic parameters can successfully be applied for artifact correction.
Keyphrases
- energy transfer
- magnetic resonance
- contrast enhanced
- quantum dots
- image quality
- magnetic resonance imaging
- low cost
- machine learning
- deep learning
- computed tomography
- low dose
- risk assessment
- diffusion weighted imaging
- high dose
- white matter
- brain injury
- living cells
- platelet rich plasma
- cerebral ischemia
- fluorescent probe
- cone beam
- dual energy
- human health