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Morita M, Shimokawa K, Nishimura M, Nakamura S, Tsujimura Y, Takemoto S, Tawara T, Yokota H, Wemler S, Miyamoto D, Ikeno H, Sato A, Furuichi T, Kobayashi N, Okumura Y, Yamaguchi Y, Okamura-Oho Y. ViBrism DB: an interactive search and viewer platform for 2D/3D anatomical images of gene expression and co-expression networks. Nucleic Acids Res 2020; 47:D859-D866. [PMID: 30371824 PMCID: PMC6324046 DOI: 10.1093/nar/gky951] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 10/10/2018] [Indexed: 01/19/2023] Open
Abstract
Understanding anatomical structures and biological functions based on gene expression is critical in a systemic approach to address the complexity of the mammalian brain, where >25 000 genes are expressed in a precise manner. Co-expressed genes are thought to regulate cell type- or region-specific brain functions. Thus, well-designed data acquisition and visualization systems for profiling combinatorial gene expression in relation to anatomical structures are crucial. To this purpose, using our techniques of microtomy-based gene expression measurements and WebGL-based visualization programs, we mapped spatial expression densities of genome-wide transcripts to the 3D coordinates of mouse brains at four post-natal stages, and built a database, ViBrism DB (http://vibrism.neuroinf.jp/). With the DB platform, users can access a total of 172 022 expression maps of transcripts, including coding, non-coding and lncRNAs in the whole context of 3D magnetic resonance (MR) images. Co-expression of transcripts is represented in the image space and in topological network graphs. In situ hybridization images and anatomical area maps are browsable in the same space of 3D expression maps using a new browser-based 2D/3D viewer, BAH viewer. Created images are shareable using URLs, including scene-setting parameters. The DB has multiple links and is expandable by community activity.
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Affiliation(s)
- Masahiko Morita
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | - Kazuro Shimokawa
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Miyagi 980-8575, Japan
| | | | - Sakiko Nakamura
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | - Yuki Tsujimura
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | - Satoko Takemoto
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | - Takehiro Tawara
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | - Hideo Yokota
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan
| | | | - Daisuke Miyamoto
- Graduate School of Engineering, The University of Tokyo, Meguro, Tokyo 153-0041, Japan
| | - Hidetoshi Ikeno
- School of Human Science and Environment, University of Hyogo, Himeji, Hyogo 670-0092, Japan
| | - Akira Sato
- Faculty of Science and Technology, Tokyo University of Science, Noda, Chiba 278-8510, Japan
| | - Teiichi Furuichi
- Faculty of Science and Technology, Tokyo University of Science, Noda, Chiba 278-8510, Japan
| | - Norio Kobayashi
- Head Office for Information Systems and Cybersecurity, RIKEN, Wako, Saitama 351-0198, Japan
| | | | - Yoko Yamaguchi
- RIKEN Center for Brain Science, Wako, Saitama 351-0198, Japan
| | - Yuko Okamura-Oho
- RIKEN Center for Advanced Photonics, Wako, Saitama 351-0198, Japan.,Faculty of Human Life Science, Jissen Women's University, Hino, Tokyo 191-8510, Japan
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Hayes JA, Kottick A, Picardo MCD, Halleran AD, Smith RD, Smith GD, Saha MS, Del Negro CA. Transcriptome of neonatal preBötzinger complex neurones in Dbx1 reporter mice. Sci Rep 2017; 7:8669. [PMID: 28819234 PMCID: PMC5561182 DOI: 10.1038/s41598-017-09418-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 07/24/2017] [Indexed: 12/14/2022] Open
Abstract
We sequenced the transcriptome of brainstem interneurons in the specialized respiratory rhythmogenic site dubbed preBötzinger Complex (preBötC) from newborn mice. To distinguish molecular characteristics of the core oscillator we compared preBötC neurons derived from Dbx1-expressing progenitors that are respiratory rhythmogenic to neighbouring non-Dbx1-derived neurons, which support other respiratory and non-respiratory functions. Results in three categories are particularly salient. First, Dbx1 preBötC neurons express κ-opioid receptors in addition to μ-opioid receptors that heretofore have been associated with opiate respiratory depression, which may have clinical applications. Second, Dbx1 preBötC neurons express the hypoxia-inducible transcription factor Hif1a at levels three-times higher than non-Dbx1 neurons, which links core rhythmogenic microcircuits to O2-related chemosensation for the first time. Third, we detected a suite of transcription factors including Hoxa4 whose expression pattern may define the rostral preBötC border, Pbx3 that may influence ipsilateral connectivity, and Pax8 that may pertain to a ventrally-derived subset of Dbx1 preBötC neurons. These data establish the transcriptomic signature of the core respiratory oscillator at a perinatal stage of development.
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Affiliation(s)
- John A Hayes
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Andrew Kottick
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Maria Cristina D Picardo
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Andrew D Halleran
- Department of Biology, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Ronald D Smith
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Gregory D Smith
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Margaret S Saha
- Department of Biology, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA
| | - Christopher A Del Negro
- Department of Applied Science, Integrated Science Center, 540 Landrum Dr., The College of William and Mary, Williamsburg, VA, 23185, USA.
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