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DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

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Page 1: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

DIAL Micro Array CGH Database

E.M. Bakker, F.J. Sicking, H.L.A. van der SpekLIACS,Leiden University

Niels Bohrweg 1, 2333 CA Leiden{erwin, sicking, hvdspek}@liacs.nl

Page 2: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Abstract

Within DIAL, the Data Integration and Logistics project of the Centre for Medical Systems Biology (CMSB), we developed a secure, reliable, and scalable database solution for the vast amounts of experimental micro array comparative genomic hybridization (CGH) data and images from the different CMSB research groups. The main goals of the new database are data consolidation and data integration. That is, through standard control mechanisms for data quality, data preprocessing, data referencing (BAC), and meta data (CGH MIAME), it is ensured that the stored data represent the original experimental data in an accurate and highly accessible way. Furthermore, the applied standards for normalization, smoothing, and referencing allow multiple experiment integration, and a controlled interface with further analysis and visualization tools.

Page 3: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Groups Involved

• Micro Array Core Facility, VUMC: Bauke Ylstra, Jose Luis Costa, Anders Svensson, Paul vden IJssel,

• Center for Human and Clinical Genetics, LUMC: Judith Boer, Peter Taschner, and others

• Department of Molecular Cell Biology, Laboratory for Cytochemistry and Cytometry: Karoly Szuhai

• Leiden University, Leiden Institute of Advanced Computer Science (LIACS)

Page 4: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Micro Array CGH Data Flow (I)

Page 5: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Micro Array CGH Data Flow (II)

Page 6: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Consistent Data Handling

- Latest BAC/Clone position tables.- Supports BlueFuse, GenePix, Imagene, with data integrity checks- Generic metadata support ready for MIAME support- Data Quality checksEtc.

Consistent Data Handling

- Latest BAC/Clone position tables.- Supports BlueFuse, GenePix, Imagene, with data integrity checks- Generic metadata support ready for MIAME support- Data Quality checksEtc.

Page 7: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Standardized Pre- and Post-Processing

- Spot Estimation- Normalization Procedures- Filtering- Smoothing Techniques Etc.

Standardized Pre- and Post-Processing

- Spot Estimation- Normalization Procedures- Filtering- Smoothing Techniques Etc.

Page 8: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

- Perl Programming Interface- SQL Command Line Interface- Query by Selection

- Perl Programming Interface- SQL Command Line Interface- Query by Selection

Page 9: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

• Get immediate visual feedback of your uploaded experiments.•Automatic BAC/Oligo reference file linking.• Use standardized processing like normalization, smoothing, etc.• Sensible default settings supporting data quality and integrity.• And much more …

• Get immediate visual feedback of your uploaded experiments.•Automatic BAC/Oligo reference file linking.• Use standardized processing like normalization, smoothing, etc.• Sensible default settings supporting data quality and integrity.• And much more …

VISUAL FEEDBACKVISUAL FEEDBACK

Page 10: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Easy DAS Server Creation

For Integrating your Experimental Data

with ENSEMBL

Easy DAS Server Creation

For Integrating your Experimental Data

with ENSEMBL

Page 11: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Select and ViewSelect and View

Page 12: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl
Page 13: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Get corresponding RefSeq/Gene information related to your experiment.

Get corresponding RefSeq/Gene information related to your experiment.

Page 14: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

Get the original experimentalData in context.

Get the original experimentalData in context.

Get a detailed GBrowse CGHProfile of your experiment.

Get a detailed GBrowse CGHProfile of your experiment.

Page 15: DIAL Micro Array CGH Database E.M. Bakker, F.J. Sicking, H.L.A. van der Spek LIACS,Leiden University Niels Bohrweg 1, 2333 CA Leiden {erwin, sicking, hvdspek}@liacs.nl

DIAL Data ExportDIAL Data Export

• SeeGH, Ensembl, Rosetta Resolver, data mining, etc.

• SeeGH, Ensembl, Rosetta Resolver, data mining, etc.

TIGR MeV:

TIGR MeV: