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Bladder Cancer
USD Bioinformatics
Bladder Cancer
Bladder Cancer
 T1NP: T1 non progressive cancer
 Patients have multiples recurrences of the disease without
developing muscle-invasive tumors
 T1P: T1 progressive cancer
 Patient’s disease develops into muscle invasive tumors and
becomes metastatic.
 Once metastatic, cancer survival is around 5.4% at 5 years.
Through RNA Seq
 Different gene expressions appeared between
Nonprogressive and Progressive bladder cancer.
 Biomarkers that were identified in the future could also
help predict the pace of progression of muscle invasive
tumors using Formalin-Fixed and Paraffin-Embedded
samples.
How to achieve these result?
 cDNA samples were sequenced on Illumina Genome
Analyzer II.
 Sequences attained from Illumina were given by
CASAVA software
 Reads attained were compared to the human
genome using Tophat
 Reads were done using Cufflinks
Workflow of Reads
 Quality Assessment
 Alignment
 Variant Identification
 Variant Annotation
 Visualization
CASAVA
 Stands for Consensus Assessment of Sequence and
Variation software
 Aligns reads, calls SNPs, and detects INDELs in
RNA sequencing data
 Analyzes reads in 3 stages:
 FASTQ file generation and simplify
 Alignment to a reference genome
 Variant detection and counting
TopHat
 Fast splice junction mapper for RNA-Seq reads.
 Aligns reads using Bowtie
 Then analyzes the mapping results to identify splice
junctions between exons
Cufflink
 Assembles transcripts
 Estimates their abundances
 Tests for differential expression and regulation
Conclusion
 Tools work together to help clinicians analyze the
patient
 Helps in making not precise but more accurate
predictions and diagnosis
Works Cited
"CASAVA." Support. Illumina, n.d. Web. 27 June 2014.
<http://support.illumina.com/sequencing/sequencing_software/casava.ilmn>.
"CASAVA | Align reads, call SNPs and detect indels in DNA sequencing data |
Illumina." CASAVA | Align reads, call SNPs and detect indels in DNA
sequencing data | Illumina. Illumina, n.d. Web. 27 June 2014.
<http://www.illumina.com/informatics/sequencing-microarray-data-
analysis/casava.ilmn>.
Pachter, Lior, Steven Salzberg, and Barbara Wold. "Cufflinks." - Transcript assembly,
differential expression, and differential regulation for RNA-Seq. N.p., 26 Sept.
2009. Web. 27 June 2014. <http://cufflinks.cbcb.umd.edu/>.
Trapnell, Cole, Daehwan Kim, and Steven Salzberg. "TopHat." :: Center for
Bioinformatics and Computational Biology. John Hopkins University, 27 Oct.
2008. Web. 25 June 2014. <http://ccb.jhu.edu/software/tophat/index.shtml>.
Works Cited
Sharron Lin, Xuanhui, et al. "Differentiating Progressive From Nonprogressive T1 Bladder Cancer By
Gene Expression Profiling: Applying RNA-Sequencing Analysis On Archived
Specimens." Urologic Oncology 32.3 (2014): 327-336. Academic Search Premier. Web. 23
June 2014.

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Clinical Application of RNA Sequencing - Bladder Cancer

  • 2. Bladder Cancer Bladder Cancer  T1NP: T1 non progressive cancer  Patients have multiples recurrences of the disease without developing muscle-invasive tumors  T1P: T1 progressive cancer  Patient’s disease develops into muscle invasive tumors and becomes metastatic.  Once metastatic, cancer survival is around 5.4% at 5 years.
  • 3. Through RNA Seq  Different gene expressions appeared between Nonprogressive and Progressive bladder cancer.  Biomarkers that were identified in the future could also help predict the pace of progression of muscle invasive tumors using Formalin-Fixed and Paraffin-Embedded samples.
  • 4. How to achieve these result?  cDNA samples were sequenced on Illumina Genome Analyzer II.  Sequences attained from Illumina were given by CASAVA software  Reads attained were compared to the human genome using Tophat  Reads were done using Cufflinks
  • 5. Workflow of Reads  Quality Assessment  Alignment  Variant Identification  Variant Annotation  Visualization
  • 6. CASAVA  Stands for Consensus Assessment of Sequence and Variation software  Aligns reads, calls SNPs, and detects INDELs in RNA sequencing data  Analyzes reads in 3 stages:  FASTQ file generation and simplify  Alignment to a reference genome  Variant detection and counting
  • 7. TopHat  Fast splice junction mapper for RNA-Seq reads.  Aligns reads using Bowtie  Then analyzes the mapping results to identify splice junctions between exons
  • 8. Cufflink  Assembles transcripts  Estimates their abundances  Tests for differential expression and regulation
  • 9. Conclusion  Tools work together to help clinicians analyze the patient  Helps in making not precise but more accurate predictions and diagnosis
  • 10. Works Cited "CASAVA." Support. Illumina, n.d. Web. 27 June 2014. <http://support.illumina.com/sequencing/sequencing_software/casava.ilmn>. "CASAVA | Align reads, call SNPs and detect indels in DNA sequencing data | Illumina." CASAVA | Align reads, call SNPs and detect indels in DNA sequencing data | Illumina. Illumina, n.d. Web. 27 June 2014. <http://www.illumina.com/informatics/sequencing-microarray-data- analysis/casava.ilmn>. Pachter, Lior, Steven Salzberg, and Barbara Wold. "Cufflinks." - Transcript assembly, differential expression, and differential regulation for RNA-Seq. N.p., 26 Sept. 2009. Web. 27 June 2014. <http://cufflinks.cbcb.umd.edu/>. Trapnell, Cole, Daehwan Kim, and Steven Salzberg. "TopHat." :: Center for Bioinformatics and Computational Biology. John Hopkins University, 27 Oct. 2008. Web. 25 June 2014. <http://ccb.jhu.edu/software/tophat/index.shtml>.
  • 11. Works Cited Sharron Lin, Xuanhui, et al. "Differentiating Progressive From Nonprogressive T1 Bladder Cancer By Gene Expression Profiling: Applying RNA-Sequencing Analysis On Archived Specimens." Urologic Oncology 32.3 (2014): 327-336. Academic Search Premier. Web. 23 June 2014.

Editor's Notes

  1. Image(Accessed 6/25/2014):http://complementaryoncology.com/reports/bladder-cancer/cortex-moutan-induces-bladder-cancer-cell-death-via-apoptosis-and-retards-tumor-growth-in-mouse-bladders/