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HG_II_Lecture_5
Cancer genomics 4
18
Biology
Graduate
07/11/2014

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Term
Outline the work flow of cancer genome sequencing
Definition
1)Biopsy,matched tissue collection and pathology 2)DNA/RNA extraction 3) Sequencing 4) Alignment to the reference genome 5)Analysis and genomic characterization 6)integration and interpretation 7)treatment plan
Term
Outline the problems with cancer genome sequencing
Definition
Sample purity (fraction of tumor cells >60%),Sample quality (amount),degraded DNA (formalin fixed samples), cancer heterogeneity (different clones),coverage
Term
What types of mutation exist in cancer?
Definition
Single nucleotide variants
Chromosomal rearragmenets, amplifications
Small indels
Term
What problems with cancer genome sequencing are linked to soma vs. germline or polymorphisms vs. rare?
Definition
–Matched normal control
–Exclude common SNPs using databases
Term
What should we do to minimize false positive rate of mutation discovery in cancer sequencing?
Definition
–Matched normal control
–Exclude common SNPs using databases
Term
What is better for cancer genome sequencing paired or single ends?
Definition
Paired end sequencing provides important structural information
Term
What coverage should we achieve for genome sequencing?
Definition
–30-60 coverage for whole genome
–100-150 fold for exomes
Term
What is clonal mutation?
Definition
A mutation that exists in the vast majority of the neoplastic cells within a tumor.
Term
What is epi-driver gene?
Definition
A gene that is expressed aberrantly in
cancers in a fashion that confers a selective growth advantage.
Term
What is gatekeeper mutations?
Definition
A gene that, when mutated, initiates tumorigenesis (RB,VHL)
Term
What is human leukocyte antigen?
Definition
A protein encoded by genes that determine an individual’s capacity to respond to specific antigens or reject transplants from other individuals
Term
What is missence mutation?
Definition
A single-nucleotide substitution that results in an amino acid substitution (e.g., histidine to arginine).
Term
What is nonsence mutation?
Definition
A single-nucleotide substitution (e.g., C to T) that results in the production of a stop codon
Term
What is the oncogene?
Definition
A gene that, when activated by mutation, increases the selective growth advantage of the cell in which it resides
Term
What is passenger mutation?
Definition
A mutation that has no direct or indirect effect on the selective growth advantage of the cell in which it occurred.
Term
Outline the most common mutations in cancer
Definition
single-base substitutions, indels, amplification, deletion, translocation
Term
PINGO: You sequence an autosomal gene by high-throughput sequencing from a cancer sample of a patient. You find that of 1000 reads covering a particular site ~20% carry a particular mutation changing a conserved arginine to a histidine. Which conclusions can be drawn:
Definition
-Since the frequency is significantly below 50% it is likely that this mutation is not present in the germline
-If the fraction of cancer cells in the sample is ~80% than this mutation is likely to be heterozygous in all cancer cells in the patient
Term
PINGO: You sequence an exome of a cancer sample and a germline control, run a pipeline to identify single nucleotide variants specific to the cancer sample and are told that the sequencing error rate is 1 in a million bases. You identify in the ~30 Mbp of exome sequence 60 single nucleotide variants. What percentage of these variants do you expect to be really present in the cancer sample?
Definition
50%
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