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Changes in Transcriptome in Human
Cells Deficient and Proficient in XPA
Usman Hyder
P.I.: Dr. Richard D. Wood
Mentor: Mandira Manandhar
Acknowledgements
Wood Lab:
– Dr. Richard Wood
– Mandira Manandhar (Mentor)
– Karen Boulware
– Megan Lowery
– Sara Martin
– Shelley Reh
– Dr. Kei-ichi Takata
– Dr. Junya Tomida
NGS Core Facility
Summer Program in Cancer
Research:
– Chris Contreras
– Dr. Johnson
– Dr. McBride
XPA
• Nucleotide Excision Repair (NER) Protein
• Deficiency in any NER proteins can lead to
Xeroderma Pigmentosum (XP)
• Skin Cancer and neurological disorders
• Looking at the extent to which XPA deficiency
influences overall genome expression, and to see
what those genes can tell us about the XP
phenotype
XPA
• Nucleotide Excision Repair (NER) Protein
• Deficiency in any NER proteins can lead
to Xeroderma Pigmentosum
• Skin Cancer and neurological disorders
• Looking at the extent to which XPA
deficiency influences overall genome
expression, and to see what those genes
can tell us about the XP phenotype
Halpern et al.,
2008, Cases
Journal
Nucleotide Excision Repair
• TFllH complex binds to
damage site and
unwinds the strand
• XPA verifies damage
XPC
Complex
TFIIH
Complex
UV
XPA
Excision
• XPC complex looks for
helix distortions
DNA
Pol
Ligase
• Specific
endonucleases
cut and excise
• Strand is
repaired
XPGERCC1-
XPF
Adapted from
Martejin et al.,
2014, Nature
5’
5’
3’ 5’
5’
3’ 5’
5’
5’
3’
3’
3’
3’
3’
3’
NER Proteins at Promoter Sites
Le May et al.,
2010, Molecular
Cell
GO term GM969 shXPA vs.
GM969 SCRM
XPA- vs. XPA +
Z-Ratio Z-Ratio
GO0005743: Mt. inner membrane > 100 > 100
GO0005743: Mitochondrion > 100 > 100
GO0005743: Mt. Respiratory Chain > 100 93.96
GO0005743: Mt. electron transport > 100 93.96
GO0005743: Cytochrome C oxidase > 100 > 100
GO0005743: NADH dehydrogenase > 100 85.54
XPA Deficiency impairs mitophagy
Fang et al.,
2014, Cell
XPA
Red = Mitochondrial Disease
Green = Nonmitochondrial Disease
Scheibye-Knudsen
et al., 2013, Aging
Three Cell Lines
HeLa Cell
Line
KO
WT
2OS Patient
Cell Line
2OS
XPA2OS
12RO
Patient Cell
Line
12RO
XPA12ROPositive
Cell Lines
Negative
Cell Lines
All cell lines
not subject
to UV
irradiation
RNA-Seq
1. Extraction of RNA
2. Isolation of mRNA
• Using the Poly A Library and Thymine beads
3. Sequencing
• Using the indirect method
Sequencing
Junction Reads
Exonic Reads
Poly(A) end Reads
Extracted mRNA
ssDNA
cDNAmRNA
Short Sequence Reads
Reverse Transcriptase
Adapted from
Wang et al., 2009
Nature Review
Pathway Analysis: Mitophagy GO Term
GO term related to Mitophagy Negative Vs.
Positive HeLa
Negative Vs.
Positive 12RO
Negative Vs.
Positive 2OS
Fold Enrichment Fold Enrichment Fold Enrichment
Response to mitochondrial depolarization (GO:0098780) > 100 > 100 > 100
Mitophagy in response to mitochondrial depolarization
(GO:0098779)
> 100 > 100 > 100
Mitophagy (GO:0000422) > 100 93.96 > 100
Mitochondrion disassembly (GO:0061726) > 100 93.96 > 100
Macromitophagy (GO:0000423) > 100 > 100 67.96
Organelle disassembly (GO:1903008) > 100 85.54 97.08
Macroautophagy (GO:0016236) 77.66 67.53 > 100
Autophagy (GO:0006914) 54.34 47.26 50.95
Mitochondrion organization (GO:0007005) 33.41 27.6 33.41
Metabolic
NeurologicalMitochondrial
Metabolic
• 143/685 genes
• 13 genes >1.5
fold change
Neurological
• 131/685 genes
• 12 genes >1.5
fold change
Mitochondrial
• 59/685 genes
• 7 genes >1.5
fold change
Analysis of Results
• 685 total genes have the same trend (7.09%-9.20% of genome)
• 79 of those genes are 1.5 fold change (FC) or greater (0.82%-1.06%)
Two-Fold Genes
Gene Function
AKR1C1 Enzyme that converts aldehydes to alcohols
AKR1C2 Enzyme that converts aldehydes to alcohols
AKR1C3 Enzyme that converts aldehydes to alcohols
GNAO1 G protein subunit, defects can lead to epilepsy
EGF Cell proliferation (Nervous system development)
TENM1 Cell signal transduction, nervous development
SERPINE2 Serine Protease inhibitor, Related to Alzheimer's/ALS
TLR4 Innate immunity, Apoptotic (microglia/macrophages)
MAGEA3
Ubiquitin ligase activity and p53 degradation, Apoptosis
(Multiple Myeloma)
Metabolic
functions
Mitochondrial
functions
Red = Up
Green = Down
when XPA present:
Neural
functions
Fibroblasts
• The patient cell lines
are more closely
related to each other
than either of them are
to the HeLa cell line
Negative vs.
Positive HeLa
Negative vs.
Positive 2OS
Negative vs.
Positive 12RO
Metabolic
• 527/3,044
genes
• 112 genes >1.5
fold change
Neurological
• 516/3,044
genes
• 147 genes >1.5
fold change
Mitochondrial
• 250/3,044
genes
• 50 genes >1.5
fold change
Analysis for Patient Cell Lines Only
• 3,044 genes have the same trend (31.50%-34.95%)
• 762 of those genes are 1.5 fold change or greater (7.88%-9.06%)
Summary/Outlook
• There are a number of genes and pathways that are XPA
dependent (with functions outside of DNA repair).
• Those genes and pathways are related to metabolic and
neurological functions as well as others.
• Studying those genes in coordination with XPA may be
helpful to understand XPA’s role in cell physiology.
• Potential mechanisms
• With time, we may be able to increase the life
expectancy of XP patients.

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Symposium Presentation-Change in Transcriptome in Human Cells Deficient and Proficient in XPA

  • 1. Changes in Transcriptome in Human Cells Deficient and Proficient in XPA Usman Hyder P.I.: Dr. Richard D. Wood Mentor: Mandira Manandhar
  • 2. Acknowledgements Wood Lab: – Dr. Richard Wood – Mandira Manandhar (Mentor) – Karen Boulware – Megan Lowery – Sara Martin – Shelley Reh – Dr. Kei-ichi Takata – Dr. Junya Tomida NGS Core Facility Summer Program in Cancer Research: – Chris Contreras – Dr. Johnson – Dr. McBride
  • 3. XPA • Nucleotide Excision Repair (NER) Protein • Deficiency in any NER proteins can lead to Xeroderma Pigmentosum (XP) • Skin Cancer and neurological disorders • Looking at the extent to which XPA deficiency influences overall genome expression, and to see what those genes can tell us about the XP phenotype
  • 4. XPA • Nucleotide Excision Repair (NER) Protein • Deficiency in any NER proteins can lead to Xeroderma Pigmentosum • Skin Cancer and neurological disorders • Looking at the extent to which XPA deficiency influences overall genome expression, and to see what those genes can tell us about the XP phenotype Halpern et al., 2008, Cases Journal
  • 5. Nucleotide Excision Repair • TFllH complex binds to damage site and unwinds the strand • XPA verifies damage XPC Complex TFIIH Complex UV XPA Excision • XPC complex looks for helix distortions DNA Pol Ligase • Specific endonucleases cut and excise • Strand is repaired XPGERCC1- XPF Adapted from Martejin et al., 2014, Nature 5’ 5’ 3’ 5’ 5’ 3’ 5’ 5’ 5’ 3’ 3’ 3’ 3’ 3’ 3’
  • 6. NER Proteins at Promoter Sites Le May et al., 2010, Molecular Cell
  • 7. GO term GM969 shXPA vs. GM969 SCRM XPA- vs. XPA + Z-Ratio Z-Ratio GO0005743: Mt. inner membrane > 100 > 100 GO0005743: Mitochondrion > 100 > 100 GO0005743: Mt. Respiratory Chain > 100 93.96 GO0005743: Mt. electron transport > 100 93.96 GO0005743: Cytochrome C oxidase > 100 > 100 GO0005743: NADH dehydrogenase > 100 85.54 XPA Deficiency impairs mitophagy Fang et al., 2014, Cell XPA Red = Mitochondrial Disease Green = Nonmitochondrial Disease Scheibye-Knudsen et al., 2013, Aging
  • 8. Three Cell Lines HeLa Cell Line KO WT 2OS Patient Cell Line 2OS XPA2OS 12RO Patient Cell Line 12RO XPA12ROPositive Cell Lines Negative Cell Lines All cell lines not subject to UV irradiation
  • 9. RNA-Seq 1. Extraction of RNA 2. Isolation of mRNA • Using the Poly A Library and Thymine beads 3. Sequencing • Using the indirect method
  • 10. Sequencing Junction Reads Exonic Reads Poly(A) end Reads Extracted mRNA ssDNA cDNAmRNA Short Sequence Reads Reverse Transcriptase Adapted from Wang et al., 2009 Nature Review
  • 11. Pathway Analysis: Mitophagy GO Term GO term related to Mitophagy Negative Vs. Positive HeLa Negative Vs. Positive 12RO Negative Vs. Positive 2OS Fold Enrichment Fold Enrichment Fold Enrichment Response to mitochondrial depolarization (GO:0098780) > 100 > 100 > 100 Mitophagy in response to mitochondrial depolarization (GO:0098779) > 100 > 100 > 100 Mitophagy (GO:0000422) > 100 93.96 > 100 Mitochondrion disassembly (GO:0061726) > 100 93.96 > 100 Macromitophagy (GO:0000423) > 100 > 100 67.96 Organelle disassembly (GO:1903008) > 100 85.54 97.08 Macroautophagy (GO:0016236) 77.66 67.53 > 100 Autophagy (GO:0006914) 54.34 47.26 50.95 Mitochondrion organization (GO:0007005) 33.41 27.6 33.41
  • 13. Metabolic • 143/685 genes • 13 genes >1.5 fold change Neurological • 131/685 genes • 12 genes >1.5 fold change Mitochondrial • 59/685 genes • 7 genes >1.5 fold change Analysis of Results • 685 total genes have the same trend (7.09%-9.20% of genome) • 79 of those genes are 1.5 fold change (FC) or greater (0.82%-1.06%)
  • 14. Two-Fold Genes Gene Function AKR1C1 Enzyme that converts aldehydes to alcohols AKR1C2 Enzyme that converts aldehydes to alcohols AKR1C3 Enzyme that converts aldehydes to alcohols GNAO1 G protein subunit, defects can lead to epilepsy EGF Cell proliferation (Nervous system development) TENM1 Cell signal transduction, nervous development SERPINE2 Serine Protease inhibitor, Related to Alzheimer's/ALS TLR4 Innate immunity, Apoptotic (microglia/macrophages) MAGEA3 Ubiquitin ligase activity and p53 degradation, Apoptosis (Multiple Myeloma) Metabolic functions Mitochondrial functions Red = Up Green = Down when XPA present: Neural functions
  • 15. Fibroblasts • The patient cell lines are more closely related to each other than either of them are to the HeLa cell line Negative vs. Positive HeLa Negative vs. Positive 2OS Negative vs. Positive 12RO
  • 16. Metabolic • 527/3,044 genes • 112 genes >1.5 fold change Neurological • 516/3,044 genes • 147 genes >1.5 fold change Mitochondrial • 250/3,044 genes • 50 genes >1.5 fold change Analysis for Patient Cell Lines Only • 3,044 genes have the same trend (31.50%-34.95%) • 762 of those genes are 1.5 fold change or greater (7.88%-9.06%)
  • 17. Summary/Outlook • There are a number of genes and pathways that are XPA dependent (with functions outside of DNA repair). • Those genes and pathways are related to metabolic and neurological functions as well as others. • Studying those genes in coordination with XPA may be helpful to understand XPA’s role in cell physiology. • Potential mechanisms • With time, we may be able to increase the life expectancy of XP patients.

Editor's Notes

  1. Nucleotide Excision Repair (NER) Protein Patients who lack the XPA protein tend to have Xeroderma Pigmentosum Many of those children tend to get cancers, as well as neurological and metabolic disorders Our project is looking at the change in mitochondrial, metabolic, and neurological functions when cell lines are XPA deficient Through RNA Sequencing technologies, we were able to map the entire genome of three cell lines
  2. Nucleotide Excision Repair (NER) Protein Patients who lack the XPA protein tend to have Xeroderma Pigmentosum Many of those children tend to get cancers, as well as neurological and metabolic disorders Our project is looking at the change in mitochondrial, metabolic, and neurological functions when cell lines are XPA deficient Through RNA Sequencing technologies, we were able to map the entire genome of three cell lines
  3. Non-replicating cells Due to damages that cause a significant distortion in the helix
  4. Clinical Phenotype similarities
  5. UNDAMAGED cells
  6. RNA-Seq gets you a list of differentially expressed genes for a certain cell line (in our case, cell lines that lacked or had XPA in them). RNA Seq gives you the genes in the entire genome of that cell line as well as expression values (Positive versus negative). Differentially expressed genes are more important. The first step is extraction of the RNA using the normal method( Which method) Better to sequence RNA since it is what is actively expressed in a cell When there is no DNA damage, we are going to be ooking at the funciton of XPA through RNA seq
  7. NEEDS TO BE FIXED WITH MITOCHONDRIAL Through the dtabases Gene Ontology and GSEA, we were able to find the genes that are related to a certain disease and function, and we were able to relate those genes to the cell lines.
  8. NEEDS TO BE FIXED WITH MITOCHONDRIAL
  9. NEEDS TO BE FIXED WITH MITOCHONDRIAL Through the dtabases Gene Ontology and GSEA, we were able to find the genes that are related to a certain disease and function, and we were able to relate those genes to the cell lines.