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Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert www.mquter.qut.edu.au/bio 07/04/22 1

Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

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Page 1: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

Xin-Yi Chua

Peter Ansell, Chris Bowles,

Lawrence Buckingham, James M. Hogan,

Scott Mann, Paul Roe,

Jiro Sumitomo, Jan M. Weinert

www.mquter.qut.edu.au/bio

04/21/23 1

Page 2: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

Another Genomic Revolution

Bio 2.0: Navigate and Share the graph

Bringing ‘GIS’ to Comparative Genomics

Future Directions

04/21/23 2

Page 3: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

An explosion in genomic data

The rise of population genomics & proteomics

Alignment does not scale to the new BioScience

Comparative genomics

Gene regulation

Protein characterisation

04/21/23 3

Page 4: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 4

BLASTBLAST

3e-56

5e-56

9e -45

9.9

Results “Hits”

Reference gene

Page 5: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 5

Page 6: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 6

Example ClustalW alignment

mammalian sulfatases: first 110 residues of the catalytic domain

Page 7: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

We allow scientists to visualise the graphMake the topology fit the question

Visualisation is navigation

Let the graph answer the question Refine and test hypotheses

And then make the answer available Peer communities & link-based publication

Sharing the vision…

04/21/23 7

Page 8: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

The new ‘GIS’ – Genomic Information System

All about distances and what works for the user

Linking to data sources via Bio2RDF

Combining a collection of data sources together

Exploiting tags and ontologies

04/21/23 8

Page 9: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 9

SilverMap Blast component

Bio2RDF Bio2RDFBio2RDF

BlastDBBlastDB

TagsTags

TRN

Protein-protein interactions

User defined distance measures

Page 10: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 10

Page 11: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics

Future applicationsSupport user defined distances

Transcriptional Regulatory Network analyses

Protein-Protein interactions

Bringing our tools to the communityMaking SilverMap the lingua franca of genomic publication

The lab wiki and public web site

Integration, tagging and sharing of views

04/21/23 11

Page 12: Bioinformatics Xin-Yi Chua Peter Ansell, Chris Bowles, Lawrence Buckingham, James M. Hogan, Scott Mann, Paul Roe, Jiro Sumitomo, Jan M. Weinert

Bioinformatics 04/21/23 12