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A method for accurate spatial registration of PET images and histopathology slices
BACKGROUND: Accurate alignment between histopathology slices and positron emission tomography (PET) images is important for radiopharmaceutical validation studies. Limited data is available on the registration accuracy that can be achieved between PET and histopathology slices acquired under routine...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648832/ https://www.ncbi.nlm.nih.gov/pubmed/26576995 http://dx.doi.org/10.1186/s13550-015-0138-7 |
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author | Puri, Tanuj Chalkidou, Anastasia Henley-Smith, Rhonda Roy, Arunabha Barber, Paul R. Guerrero-Urbano, Teresa Oakley, Richard Simo, Ricard Jeannon, Jean-Pierre McGurk, Mark Odell, Edward W. O’Doherty, Michael J. Marsden, Paul K. |
author_facet | Puri, Tanuj Chalkidou, Anastasia Henley-Smith, Rhonda Roy, Arunabha Barber, Paul R. Guerrero-Urbano, Teresa Oakley, Richard Simo, Ricard Jeannon, Jean-Pierre McGurk, Mark Odell, Edward W. O’Doherty, Michael J. Marsden, Paul K. |
author_sort | Puri, Tanuj |
collection | PubMed |
description | BACKGROUND: Accurate alignment between histopathology slices and positron emission tomography (PET) images is important for radiopharmaceutical validation studies. Limited data is available on the registration accuracy that can be achieved between PET and histopathology slices acquired under routine pathology conditions where slices may be non-parallel, non-contiguously cut and of standard block size. The purpose of this study was to demonstrate a method for aligning PET images and histopathology slices acquired from patients with laryngeal cancer and to assess the registration accuracy obtained under these conditions. METHODS: Six subjects with laryngeal cancer underwent a (64)Cu-copper-II-diacetyl-bis(N4-methylthiosemicarbazone) ((64)Cu-ATSM) PET computed tomography (CT) scan prior to total laryngectomy. Sea urchin spines were inserted into the pathology specimen to act as fiducial markers. The specimen was fixed in formalin, as per standard histopathology operating procedures, and was then CT scanned and cut into millimetre-thick tissue slices. A subset of the tissue slices that included both tumour and fiducial markers was taken and embedded in paraffin blocks. Subsequently, microtome sectioning and haematoxylin and eosin staining were performed to produce 5-μm-thick tissue sections for microscopic digitisation. A series of rigid registration procedures was performed between the different imaging modalities (PET; in vivo CT—i.e. the CT component of the PET-CT; ex vivo CT; histology slices) with the ex vivo CT serving as the reference image. In vivo and ex vivo CTs were registered using landmark-based registration. Histopathology and ex vivo CT images were aligned using the sea urchin spines with additional anatomical landmarks where available. Registration errors were estimated using a leave-one-out strategy for in vivo to ex vivo CT and were estimated from the RMS landmark accuracy for histopathology to ex vivo CT. RESULTS: The mean ± SD accuracy for registration of the in vivo to ex vivo CT images was 2.66 ± 0.66 mm, and the accuracy for registration of histopathology to ex vivo CT was 0.86 ± 0.41 mm. Estimating the PET to in vivo CT registration accuracy to equal the PET-CT alignment accuracy of 1 mm resulted in an overall average registration error between PET and histopathology slices of 3.0 ± 0.7 mm. CONCLUSIONS: We have developed a registration method to align PET images and histopathology slices with an accuracy comparable to the spatial resolution of the PET images. |
format | Online Article Text |
id | pubmed-4648832 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-46488322015-11-25 A method for accurate spatial registration of PET images and histopathology slices Puri, Tanuj Chalkidou, Anastasia Henley-Smith, Rhonda Roy, Arunabha Barber, Paul R. Guerrero-Urbano, Teresa Oakley, Richard Simo, Ricard Jeannon, Jean-Pierre McGurk, Mark Odell, Edward W. O’Doherty, Michael J. Marsden, Paul K. EJNMMI Res Original Research BACKGROUND: Accurate alignment between histopathology slices and positron emission tomography (PET) images is important for radiopharmaceutical validation studies. Limited data is available on the registration accuracy that can be achieved between PET and histopathology slices acquired under routine pathology conditions where slices may be non-parallel, non-contiguously cut and of standard block size. The purpose of this study was to demonstrate a method for aligning PET images and histopathology slices acquired from patients with laryngeal cancer and to assess the registration accuracy obtained under these conditions. METHODS: Six subjects with laryngeal cancer underwent a (64)Cu-copper-II-diacetyl-bis(N4-methylthiosemicarbazone) ((64)Cu-ATSM) PET computed tomography (CT) scan prior to total laryngectomy. Sea urchin spines were inserted into the pathology specimen to act as fiducial markers. The specimen was fixed in formalin, as per standard histopathology operating procedures, and was then CT scanned and cut into millimetre-thick tissue slices. A subset of the tissue slices that included both tumour and fiducial markers was taken and embedded in paraffin blocks. Subsequently, microtome sectioning and haematoxylin and eosin staining were performed to produce 5-μm-thick tissue sections for microscopic digitisation. A series of rigid registration procedures was performed between the different imaging modalities (PET; in vivo CT—i.e. the CT component of the PET-CT; ex vivo CT; histology slices) with the ex vivo CT serving as the reference image. In vivo and ex vivo CTs were registered using landmark-based registration. Histopathology and ex vivo CT images were aligned using the sea urchin spines with additional anatomical landmarks where available. Registration errors were estimated using a leave-one-out strategy for in vivo to ex vivo CT and were estimated from the RMS landmark accuracy for histopathology to ex vivo CT. RESULTS: The mean ± SD accuracy for registration of the in vivo to ex vivo CT images was 2.66 ± 0.66 mm, and the accuracy for registration of histopathology to ex vivo CT was 0.86 ± 0.41 mm. Estimating the PET to in vivo CT registration accuracy to equal the PET-CT alignment accuracy of 1 mm resulted in an overall average registration error between PET and histopathology slices of 3.0 ± 0.7 mm. CONCLUSIONS: We have developed a registration method to align PET images and histopathology slices with an accuracy comparable to the spatial resolution of the PET images. Springer Berlin Heidelberg 2015-11-14 /pmc/articles/PMC4648832/ /pubmed/26576995 http://dx.doi.org/10.1186/s13550-015-0138-7 Text en © Puri et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research Puri, Tanuj Chalkidou, Anastasia Henley-Smith, Rhonda Roy, Arunabha Barber, Paul R. Guerrero-Urbano, Teresa Oakley, Richard Simo, Ricard Jeannon, Jean-Pierre McGurk, Mark Odell, Edward W. O’Doherty, Michael J. Marsden, Paul K. A method for accurate spatial registration of PET images and histopathology slices |
title | A method for accurate spatial registration of PET images and histopathology slices |
title_full | A method for accurate spatial registration of PET images and histopathology slices |
title_fullStr | A method for accurate spatial registration of PET images and histopathology slices |
title_full_unstemmed | A method for accurate spatial registration of PET images and histopathology slices |
title_short | A method for accurate spatial registration of PET images and histopathology slices |
title_sort | method for accurate spatial registration of pet images and histopathology slices |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4648832/ https://www.ncbi.nlm.nih.gov/pubmed/26576995 http://dx.doi.org/10.1186/s13550-015-0138-7 |
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