Super-Resolution Reconstruction for Two- and Three-Dimensional LA-ICP-MS Bioimaging
journal contributionposted on 07.11.2019, 12:33 by Mika T. Westerhausen, David P. Bishop, Annette Dowd, Jonathan Wanagat, Nerida Cole, Philip A. Doble
The resolution of laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS) elemental bioimaging is usually constrained by the diameter of the laser spot size and is often not adequate to explore in situ subcellular distributions of elements and proteins in biological tissue sections. Super-resolution reconstruction is a method typically used for many imaging modalities and combines multiple lower resolution images to create a higher resolution image. Here, we present a super-resolution reconstruction method for LA-ICP-MS imaging by ablating consecutive layers of a biological specimen with offset orthogonal scans, resulting in a 10× improvement in resolution for quantitative measurement of dystrophin in murine muscle fibers. Layer-by-layer image reconstruction was also extended to the third dimension without the requirement of image registration across multiple thin section specimens. Quantitative super-resolution reconstruction, combined with Gaussian filtering and application of the Richardson-Lucy total variation algorithm, provided superior image clarity and fidelity in two- and three-dimensions.
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laser ablation-inductivelyQuantitative super-resolution reconstructionsuper-resolution reconstruction methodLA-ICP-MS imagingplasma-mass spectrometryresolution imageSuper-resolution reconstructionLayer-by-layer image reconstructionSuper-Resolution Reconstructionsection specimensimaging modalitiestissue sectionslaser spot sizeimage claritysubcellular distributionsThree-Dimensional LA-ICP-MS Bioimagingresolution imagesimage registrationmurine muscle fibersvariation algorithmorthogonal scans