Literature DB >> 24487126

Co-registration of multi-modality imaging allows for comprehensive analysis of tumor-induced bone disease.

Erin H Seeley1, Kevin J Wilson2, Thomas E Yankeelov3, Rachelle W Johnson4, John C Gore5, Richard M Caprioli6, Lynn M Matrisian7, Julie A Sterling8.   

Abstract

Bone metastases are a clinically significant problem that arises in approximately 70% of metastatic breast cancer patients. Once established in the bone, tumor cells induce changes in the bone microenvironment that lead to bone destruction, pain, and significant morbidity. While much is known about the later stages of bone disease, less is known about the earlier stages or the changes in protein expression in the tumor micro-environment. Due to promising results of combining magnetic resonance imaging (MRI) and Matrix-Assisted Laser Desorption/Ionization Imaging Mass Spectrometry (MALDI IMS) ion images in the brain, we developed methods for applying these modalities to models of tumor-induced bone disease in order to better understand the changes in protein expression that occur within the tumor-bone microenvironment. Specifically, we integrated 3-dimensional-volume reconstructions of spatially resolved MALDI IMS with high-resolution anatomical and diffusion weighted MRI data and histology in an intratibial model of breast tumor-induced bone disease. This approach enables us to analyze proteomic profiles from MALDI IMS data with corresponding in vivo imaging and ex vivo histology data. To the best of our knowledge, this is the first time that these three modalities have been rigorously registered in the bone. The MALDI mass-to-charge ratio peaks indicate differential expression of calcyclin, ubiquitin, and other proteins within the tumor cells, while peaks corresponding to hemoglobin A and calgranulin A provided molecular information that aided in the identification of areas rich in red and white blood cells, respectively. This multi-modality approach will allow us to comprehensively understand the bone-tumor microenvironment and thus may allow us to better develop and test approaches for inhibiting bone metastases. Published by Elsevier Inc.

Entities:  

Keywords:  Bone; Image co-registration; MALDI; MRI; Metastases

Mesh:

Year:  2014        PMID: 24487126      PMCID: PMC4005328          DOI: 10.1016/j.bone.2014.01.017

Source DB:  PubMed          Journal:  Bone        ISSN: 1873-2763            Impact factor:   4.398


  27 in total

1.  Imaging mass spectrometry: a new technology for the analysis of protein expression in mammalian tissues.

Authors:  M Stoeckli; P Chaurand; D E Hallahan; R M Caprioli
Journal:  Nat Med       Date:  2001-04       Impact factor: 53.440

2.  Effects of cell volume fraction changes on apparent diffusion in human cells.

Authors:  A W Anderson; J Xie; J Pizzonia; R A Bronen; D D Spencer; J C Gore
Journal:  Magn Reson Imaging       Date:  2000-07       Impact factor: 2.546

3.  Early changes in protein expression detected by mass spectrometry predict tumor response to molecular therapeutics.

Authors:  Michelle L Reyzer; Robert L Caldwell; Teresa C Dugger; James T Forbes; Christoph A Ritter; Marta Guix; Carlos L Arteaga; Richard M Caprioli
Journal:  Cancer Res       Date:  2004-12-15       Impact factor: 12.701

4.  Utility of imaging mass spectrometry (IMS) by matrix-assisted laser desorption ionization (MALDI) on an ion trap mass spectrometer in the analysis of drugs and metabolites in biological tissues.

Authors:  Dieter M Drexler; Timothy J Garrett; Joseph L Cantone; Richard W Diters; James G Mitroka; Maria C Prieto Conaway; Stephen P Adams; Richard A Yost; Mark Sanders
Journal:  J Pharmacol Toxicol Methods       Date:  2006-12-05       Impact factor: 1.950

5.  Processing MALDI Mass Spectra to Improve Mass Spectral Direct Tissue Analysis.

Authors:  Jeremy L Norris; Dale S Cornett; James A Mobley; Malin Andersson; Erin H Seeley; Pierre Chaurand; Richard M Caprioli
Journal:  Int J Mass Spectrom       Date:  2007-02-01       Impact factor: 1.986

6.  Monitoring the inflammatory response to infection through the integration of MALDI IMS and MRI.

Authors:  Ahmed S Attia; Kaitlin A Schroeder; Erin H Seeley; Kevin J Wilson; Neal D Hammer; Daniel C Colvin; M Lisa Manier; Joshua J Nicklay; Kristie L Rose; John C Gore; Richard M Caprioli; Eric P Skaar
Journal:  Cell Host Microbe       Date:  2012-06-14       Impact factor: 21.023

7.  Genomic and proteomic analysis of mammary tumors arising in transgenic mice.

Authors:  Lu Xie; Baogang J Xu; Agnieszka E Gorska; Yu Shyr; Sarah A Schwartz; Nikki Cheng; Shawn Levy; Brian Bierie; Richard M Caprioli; Harold L Moses
Journal:  J Proteome Res       Date:  2005 Nov-Dec       Impact factor: 4.466

8.  Protein signatures for survival and recurrence in metastatic melanoma.

Authors:  William M Hardesty; Mark C Kelley; Deming Mi; Robert L Low; Richard M Caprioli
Journal:  J Proteomics       Date:  2011-04-23       Impact factor: 4.044

Review 9.  Involvement of S100A6 (calcyclin) and its binding partners in intracellular signaling pathways.

Authors:  Anna Filipek; Wojciech Michowski; Jacek Kuznicki
Journal:  Adv Enzyme Regul       Date:  2007-11-19

Review 10.  Technology insight: water diffusion MRI--a potential new biomarker of response to cancer therapy.

Authors:  Daniel M Patterson; Anwar R Padhani; David J Collins
Journal:  Nat Clin Pract Oncol       Date:  2008-02-26
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  9 in total

1.  A MALDI-MSI Approach to the Characterization of Radiation-Induced Lung Injury and Medical Countermeasure Development.

Authors:  Claire L Carter; Jace W Jones; Kory Barrow; Kaitlyn Kieta; Cheryl Taylor-Howell; Sean Kearney; Cassandra P Smith; Allison Gibbs; Ann M Farese; Thomas J MacVittie; Maureen A Kane
Journal:  Health Phys       Date:  2015-11       Impact factor: 1.316

Review 2.  Advances in MALDI imaging mass spectrometry of proteins in cardiac tissue, including the heart valve.

Authors:  Peggi M Angel; H Scott Baldwin; Danielle Gottlieb Sen; Yan Ru Su; John E Mayer; David Bichell; Richard R Drake
Journal:  Biochim Biophys Acta Proteins Proteom       Date:  2017-03-21       Impact factor: 3.036

Review 3.  Label-free molecular imaging of the kidney.

Authors:  Boone M Prentice; Richard M Caprioli; Vincent Vuiblet
Journal:  Kidney Int       Date:  2017-07-24       Impact factor: 10.612

Review 4.  Mass spectrometry imaging: a novel technology in rheumatology.

Authors:  Beatriz Rocha; Cristina Ruiz-Romero; Francisco J Blanco
Journal:  Nat Rev Rheumatol       Date:  2016-11-24       Impact factor: 20.543

5.  Spatial Metabolomics and Imaging Mass Spectrometry in the Age of Artificial Intelligence.

Authors:  Theodore Alexandrov
Journal:  Annu Rev Biomed Data Sci       Date:  2020-04-13

Review 6.  Mass Spectrometry Imaging: A Review of Emerging Advancements and Future Insights.

Authors:  Amanda Rae Buchberger; Kellen DeLaney; Jillian Johnson; Lingjun Li
Journal:  Anal Chem       Date:  2017-12-13       Impact factor: 6.986

7.  Imaging and mapping of mouse bone using MALDI-imaging mass spectrometry.

Authors:  Yoko Fujino; Tomoko Minamizaki; Hirotaka Yoshioka; Mitsugi Okada; Yuji Yoshiko
Journal:  Bone Rep       Date:  2016-09-29

8.  Interactive Visual Exploration of 3D Mass Spectrometry Imaging Data Using Hierarchical Stochastic Neighbor Embedding Reveals Spatiomolecular Structures at Full Data Resolution.

Authors:  Walid M Abdelmoula; Nicola Pezzotti; Thomas Hölt; Jouke Dijkstra; Anna Vilanova; Liam A McDonnell; Boudewijn P F Lelieveldt
Journal:  J Proteome Res       Date:  2018-02-15       Impact factor: 4.466

9.  Sample preparation of bone tissue for MALDI-MSI for forensic and (pre)clinical applications.

Authors:  Michiel Vandenbosch; Sylvia P Nauta; Anastasiya Svirkova; Martijn Poeze; Ron M A Heeren; Tiffany Porta Siegel; Eva Cuypers; Martina Marchetti-Deschmann
Journal:  Anal Bioanal Chem       Date:  2020-09-15       Impact factor: 4.142

  9 in total

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