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Tumor Microvasculature in Lung Cancer and Diffusion-Weighted MRI: Preliminary Results

Yi Yin 1 Oliver Sedlaczek 2, 3 Johannes Lotz 4 Janine Olesch 4 Kai Breuhahn 5 Dirk Drasdo 1, 6 Irene Vignon-Clementel 7
1 MAMBA - Modelling and Analysis for Medical and Biological Applications
LJLL - Laboratoire Jacques-Louis Lions, Inria de Paris
2 TLRC - Translational Lung Research Center Heidelberg
3 Heidelberg University Hospital [Heidelberg]
4 Fraunhofer MEVIS - Fraunhofer Institute for Digital Medicine
5 Institute for Pathology Heidelberg
6 IZBI - Interdisciplinary Centre for Bioinformatics [Leipzig]
7 REO - Numerical simulation of biological flows
LJLL - Laboratoire Jacques-Louis Lions, UPMC - Université Pierre et Marie Curie - Paris 6, Inria de Paris
Abstract : Angiogenesis is critically important in invasive tumor growth and metastasis. Many recent studies have focused on the microvasculature in tumor. The most often studied tumor tissues are from animals; rarely human tumors are selected. The analysis of microvasculature may provide useful information to understand the microperfusion of blood in tumor. One question is whether integration of histological analysis of the microvasculature in combination with diffusion-weighted MRI (DWI) gives coherent information about microperfusion. In this work, we aim to achieve the quantitative analysis of microvasculature in human tumor and attempt to compare the vessel features with blood perfusion in tumor. We applied a novel automatic procedure to extract blood vessels and reconstruct the 3D vessel structures in lung tumor based on serial histological tumor tissue slides. The digitized histological tissue slide is in 2D with fine resolution down to cellular level. The method was tested on a stack of 288 serial slides of a human lung tumor. We compared the vessel area fraction in two specific lung tumor regions with the perfusion-related parameter from IVIM (intravoxel incoherent motion) of DWI. High perfusion was observed in tumor sample with high vessel area fraction, hence our preliminary results indicate a possible relation between DWI and histological parameters, which shall be consolidated in future studies.
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Conference papers
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https://hal.inria.fr/hal-01421152
Contributor : Yi Yin <>
Submitted on : Wednesday, December 21, 2016 - 4:38:16 PM
Last modification on : Monday, October 26, 2020 - 3:26:17 PM

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  • HAL Id : hal-01421152, version 1

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CNRS | UPMC | LJLL | INRIA | SORBONNE-UNIVERSITE | UNIV-PARIS7 | USPC | SU-SCIENCES | UNIV-PARIS

Citation

Yi Yin, Oliver Sedlaczek, Johannes Lotz, Janine Olesch, Kai Breuhahn, et al.. Tumor Microvasculature in Lung Cancer and Diffusion-Weighted MRI: Preliminary Results. IEEE Nuclear Science Symposuim & Medical Imaging Conference, Oct 2016, Strasbourg, France. ⟨hal-01421152⟩

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