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TRANSCRIPTOMICS 
The study of the complete set of RNAs (transcriptome) encoded by the genome of a specific cell or organism at a specific time or under a specific set of conditions
What is the relationship between transcriptome size and organismal complexity? How do basic steps of gene expression contribute to transcriptome size? What do new studies tell us about transcriptome size and complexity? What are the roles of non-coding transcripts? 
QUESTIONS
From: Essential Genes, Lewin 
base pairs
20,000 genes 
25,000 genes 
22,000 genes 
5,000 genes 
1,500 genes 
500 genes 
From: Essential Genes, Lewin
Caenorhabditis elegans 
Homo sapiens 
blogs.ajc.com
Caenorhabditis elegans 
959 somatic cells 
Homo sapiens 
100 trillion cells
Caenorhabditis elegans 959 somatic cells ~20,000 protein coding genes 
Homo sapiens 
100 trillion cells 
~20,000 protein 
coding genes
m 
“transcripts”
From: ncbi.nlm.nih.gov 
Alternative splicing adds to the size (complexity) of the transcriptome.
RNA editing adds to the size (complexity) of the transcriptome. 
From: Maas Lab website
The National Human Genome Research Institute (NHGRI) launched a public research consortium named ENCODE, the Encyclopedia Of DNA Elements, in September 2003, to carry out a project to identify all functional elements in the human genome sequence. The project started with two components - a pilot phase and a technology development phase. 
The pilot phase tested and compared existing methods to rigorously analyze a defined portion of the human genome sequence. 1 percent (30 Mb) of the human genome was selected as the target for the pilot project.
From: Kapranov et al. (2007) Nature Reviews Genetics, 8: 413 – 423. 
The human genome is pervasively transcribed. One stretch of DNA can encode 
multiple (m)RNAs.
From: Kapranov et al. (2007) Nature Reviews Genetics, 8: 413 – 423. 
The human genome is pervasively transcribed. DNA sequences far apart can be 
found on a single RNA (“fusion transcripts”).
Thomas R. Gingeras Genome Res. 2007; 17: 682-690 
The human genome is pervasively transcribed. One stretch of DNA can encode an mRNA together with many other types of RNAs.
rRNAs 
tRNAs 
snRNAs 
snoRNAs 
microRNAs 
lincRNAs 
piwiRNAs 
pasRNAs 
tasRNAs 
tasiRNAs 
endo-siRNAs 
gRNAs 
sRNAs 
casiRNAs 
natsiRNAs
rRNAs 
tRNAs 
snRNAs 
snoRNAs 
microRNAs 
lincRNAs 
piwiRNAs 
pasRNAs 
tasRNAs 
tasiRNAs 
endo-siRNAs 
gRNAs 
sRNAs 
casiRNAs 
natsiRNAs
From: discovermagazine.com 
microRNAs are FUNCTIONAL gene products 21 – 22 nucleotides long . 
synthesis
From: wormbook.org 
FUNCTIONAL microRNAs are cut out of longer RNA molecules 
by an enzyme called DICER.
• 
1 microRNA can control the expression of many target mRNAs. 
• 
microRNAs are important for development and cell- and tissue-specific gene expression.
microRNAs are mis-regulated in human cancers. 
This is important for cancer diagnosis.
microRNAs are involved in cancer metastasis. 
From: Martello et al. (2010) Cell, 141: 1195 – 1207.
microRNAs are involved in cancer metastasis. 
From: Martello et al. (2010) Cell, 141: 1195 – 1207.
High levels of microRNAs miR-103 and miR-107 are associated with poor cancer prognosis. 
From: Martello et al. (2010) Cell, 141: 1195 –1207.
From: Rossi, J. (2009) Cell, 137: 990 –992. 
microRNAs can be used to treat liver cancer (in mice). 
microRNA miR-26a
From: Kota, J. et al. (2009) Cell, 137: 1005 – 1017. 
cancer induction 
viral delivery 
of microRNA 
assessment of 
tumor burden 
microRNAs can be used to treat liver cancer (in mice).
Transcriptome size scales with organismal complexity. Alternative splicing and RNA editing contribute to transcriptome size. The human genome is pervasively transcribed. One stretch of DNA can encode many different RNAs. Many new functional species of RNAs have been identified (e.g. microRNAs). microRNAs control the expression of many mRNAs and are involved in many cellular processes including development and disease, esp. cancer. 
SOME ANSWERS
RNA 
The need for a more RNA-centric viewpoint?

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Transcriptomics and metabolomics

  • 1. TRANSCRIPTOMICS The study of the complete set of RNAs (transcriptome) encoded by the genome of a specific cell or organism at a specific time or under a specific set of conditions
  • 2. What is the relationship between transcriptome size and organismal complexity? How do basic steps of gene expression contribute to transcriptome size? What do new studies tell us about transcriptome size and complexity? What are the roles of non-coding transcripts? QUESTIONS
  • 3. From: Essential Genes, Lewin base pairs
  • 4. 20,000 genes 25,000 genes 22,000 genes 5,000 genes 1,500 genes 500 genes From: Essential Genes, Lewin
  • 5. Caenorhabditis elegans Homo sapiens blogs.ajc.com
  • 6. Caenorhabditis elegans 959 somatic cells Homo sapiens 100 trillion cells
  • 7. Caenorhabditis elegans 959 somatic cells ~20,000 protein coding genes Homo sapiens 100 trillion cells ~20,000 protein coding genes
  • 9.
  • 10. From: ncbi.nlm.nih.gov Alternative splicing adds to the size (complexity) of the transcriptome.
  • 11. RNA editing adds to the size (complexity) of the transcriptome. From: Maas Lab website
  • 12. The National Human Genome Research Institute (NHGRI) launched a public research consortium named ENCODE, the Encyclopedia Of DNA Elements, in September 2003, to carry out a project to identify all functional elements in the human genome sequence. The project started with two components - a pilot phase and a technology development phase. The pilot phase tested and compared existing methods to rigorously analyze a defined portion of the human genome sequence. 1 percent (30 Mb) of the human genome was selected as the target for the pilot project.
  • 13. From: Kapranov et al. (2007) Nature Reviews Genetics, 8: 413 – 423. The human genome is pervasively transcribed. One stretch of DNA can encode multiple (m)RNAs.
  • 14. From: Kapranov et al. (2007) Nature Reviews Genetics, 8: 413 – 423. The human genome is pervasively transcribed. DNA sequences far apart can be found on a single RNA (“fusion transcripts”).
  • 15. Thomas R. Gingeras Genome Res. 2007; 17: 682-690 The human genome is pervasively transcribed. One stretch of DNA can encode an mRNA together with many other types of RNAs.
  • 16. rRNAs tRNAs snRNAs snoRNAs microRNAs lincRNAs piwiRNAs pasRNAs tasRNAs tasiRNAs endo-siRNAs gRNAs sRNAs casiRNAs natsiRNAs
  • 17. rRNAs tRNAs snRNAs snoRNAs microRNAs lincRNAs piwiRNAs pasRNAs tasRNAs tasiRNAs endo-siRNAs gRNAs sRNAs casiRNAs natsiRNAs
  • 18. From: discovermagazine.com microRNAs are FUNCTIONAL gene products 21 – 22 nucleotides long . synthesis
  • 19. From: wormbook.org FUNCTIONAL microRNAs are cut out of longer RNA molecules by an enzyme called DICER.
  • 20. • 1 microRNA can control the expression of many target mRNAs. • microRNAs are important for development and cell- and tissue-specific gene expression.
  • 21. microRNAs are mis-regulated in human cancers. This is important for cancer diagnosis.
  • 22. microRNAs are involved in cancer metastasis. From: Martello et al. (2010) Cell, 141: 1195 – 1207.
  • 23. microRNAs are involved in cancer metastasis. From: Martello et al. (2010) Cell, 141: 1195 – 1207.
  • 24. High levels of microRNAs miR-103 and miR-107 are associated with poor cancer prognosis. From: Martello et al. (2010) Cell, 141: 1195 –1207.
  • 25. From: Rossi, J. (2009) Cell, 137: 990 –992. microRNAs can be used to treat liver cancer (in mice). microRNA miR-26a
  • 26. From: Kota, J. et al. (2009) Cell, 137: 1005 – 1017. cancer induction viral delivery of microRNA assessment of tumor burden microRNAs can be used to treat liver cancer (in mice).
  • 27. Transcriptome size scales with organismal complexity. Alternative splicing and RNA editing contribute to transcriptome size. The human genome is pervasively transcribed. One stretch of DNA can encode many different RNAs. Many new functional species of RNAs have been identified (e.g. microRNAs). microRNAs control the expression of many mRNAs and are involved in many cellular processes including development and disease, esp. cancer. SOME ANSWERS
  • 28. RNA The need for a more RNA-centric viewpoint?