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Dataset Open Access

Slice2Volume: Fusion of multimodal medical imaging and light microscopy data of irradiation-injured brain tissue in 3D.

Müller, Johannes; Suckert, Theresa; Beyreuther, Elke; Schneider, Moritz; Boucsein, Marc; Bodenstein, Elisabeth; Stolz-Kieslich, Liane; Krause, Mechthild; von Neubeck, Cläre; Haase, Robert; Lühr, Armin; Dietrich, Antje

The dataset contains comprehensive image data for a total of nine mice, which underwent normal tissue brain irradiation with 90 MeV protons.             
In particular, the image data comprise cone-bem computed tomographies (CBCT), Monte Carlo beam transport simulations based on those CTs, regular magnetic resonance imaging (MRI) follow-up (≥ 26 weeks), a co-aligned DSURQE mouse brain atlas and scanned whole-brain tissue sections with histochemical and immunofluorescent markers for morphology (H&E), cell nuclei (DAPI), astrocytes (GFAP), microglia (Iba1), the intermediate filament protein Nestin, proliferation (Ki67), neurons (NeuN) and oligodendrocytes (OSP).          
The volumetric image data (i.e. CBCT, MRI and brain atlas) were co-aligned using the ImageJ plugin Big Warp. The CBCT data was used as spatial reference to allow for mask-based, slice-wise alignment of CBCT and light microscopy image data in 3D with the scriptable registration tool Elastix.  

We provide the data in raw format and as aligned data sets, as well as their spatial transformations.

Files (1.5 TB)
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P2A_B6_M10_Atlas.zip
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P2A_B6_M10_CBCT.zip
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P2A_B6_M10_Histology.zip.001
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P2A_B6_M10_Histology.zip.012
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P2A_B6_M10_MRI.zip
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P2A_B6_M10_QA.zip
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P2A_B6_M2_Atlas.zip
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P2A_B6_M2_CBCT.zip
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P2A_B6_M2_Histology.zip.001
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P2A_B6_M2_Histology.zip.007
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P2A_B6_M2_Histology.zip.008
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P2A_B6_M2_MRI.zip
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P2A_B6_M2_QA.zip
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P2A_B6_M2_QA_protocol.pdf
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P2A_B6_M2_Simulation.zip
md5:8dec2c0009480bc869be4e87cc1d163f
406.3 MB Download
P2A_B6_M6_Atlas.zip
md5:42e8cd1315543f563db1ce41d18595c7
3.2 MB Download
P2A_B6_M6_CBCT.zip
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34.3 MB Download
P2A_B6_M6_Histology.zip.001
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P2A_B6_M6_Histology.zip.002
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P2A_B6_M6_Histology.zip.011
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P2A_B6_M6_MRI.zip
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763.5 MB Download
P2A_B6_M6_QA_protocol.pdf
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P2A_C3H_M10_Atlas.zip
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P2A_C3H_M10_CBCT.zip
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P2A_C3H_M10_MRI.zip
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P2A_C3H_M10_QA_protocol.pdf
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P2A_C3H_M10_Simulation.zip
md5:d76c4af15797e95cb7bfea4fb03ca12e
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P2A_C3H_M1_Atlas.zip
md5:edab8e2907ecbccf112e5fc415e044ab
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P2A_C3H_M1_CBCT.zip
md5:7ee605a4400c9f895c0fdf712243e2c6
28.2 MB Download
P2A_C3H_M1_Histology.zip.001
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P2A_C3H_M1_Histology.zip.002
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P2A_C3H_M1_Histology.zip.009
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P2A_C3H_M1_MRI.zip
md5:fd3de56cb2eb8e7f38d7c7dc01e25054
1.2 GB Download
P2A_C3H_M1_QA.zip
md5:5b064bec42bae32099cd5e4417355835
50.7 MB Download
P2A_C3H_M1_QA_protocol.pdf
md5:489a4549518006cbe864920748c1ec17
24.1 MB Download
P2A_C3H_M3_Atlas.zip
md5:7b83f0d97e21329c5ca05c81b33d9e90
3.2 MB Download
P2A_C3H_M3_CBCT.zip
md5:89b6023d54c3dd8d9a133fae03c6be8d
27.3 MB Download
P2A_C3H_M3_Histology.zip.001
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P2A_C3H_M3_Histology.zip.022
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P2A_C3H_M3_MRI.zip
md5:1fac4de90ddc97721eebe68d189636d2
693.3 MB Download
P2A_C3H_M3_QA.zip
md5:e412f904c60033e548d9367d0d7ee201
118.5 MB Download
P2A_C3H_M3_Simulation.zip
md5:73c34bfc433cf6355e12b8e8335fcd58
64.3 MB Download
P2A_C3H_M5_Atlas.zip
md5:ca8d637090e69b8364372d14d253781c
3.2 MB Download
P2A_C3H_M5_CBCT.zip
md5:6c081c4ac50c387e0842ea486dbd3727
29.3 MB Download
P2A_C3H_M5_Histology.zip.001
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P2A_C3H_M5_Histology.zip.017
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P2A_C3H_M5_MRI.zip
md5:6f2d3ee3036c497f302b024480a43f21
687.0 MB Download
P2A_C3H_M5_QA.zip
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P2A_C3H_M5_QA_protocol.pdf
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P2A_C3H_M5_Simulation.zip
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P2A_C3H_M8_Atlas.zip
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3.2 MB Download
P2A_C3H_M8_CT.zip
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31.5 MB Download
P2A_C3H_M8_Histology.zip.001
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P2A_C3H_M8_Histology.zip.010
md5:1fbba248a756dfb2af5f6313c913f39d
8.6 GB Download
P2A_C3H_M8_MRI.zip
md5:a0324940e7b32c4c13fe55e5c15e4724
592.9 MB Download
P2A_C3H_M8_QA.zip
md5:8a484ce0d501d6d1484ae44c1a5768ef
42.6 MB Download
Readme.txt
md5:bfe1da7bb64167105a9d646f81b1f3ef
12.0 kB Download
  • Bogovic, J. A. et al. (2016): Robust registration of calcium images by learned contrast synthesis

  • S. Klein et al. (2010), elastix: a toolbox for intensity based medical image registration

  • Suckert, Theresa et al. (2019): High-precision image-guided proton irradiation of mouse brain sub-volumes

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