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03/10/19 1BIO401,GENOME BIOLOGY
1. What are these changes? (Structural organization)
2. How do these changes occur? (Spatial organization)
3. How are these changes coordinated? (Temporal organization)
“Chromosome organization changes in a cell during differentiation”
03/10/19 2BIO401,GENOME BIOLOGY
Frasner et al, Microbiology and molecular biology reviews, 2015
Chromosomal changes during the Cell Cycle
During interphase During mitosis
Thread like structures Compact structures
CHROMATINS CHROMOSOMES
03/10/19 3BIO401,GENOME BIOLOGY
DNA double helix
(2nm)
Nucleosome
(10nm)
Solenoid
(30nm)
250nm wide fibre
Chromatin
(700nm)
Chromosome
(1400nm)
DNA packaging in eukaryotes
03/10/19 4BIO401,GENOME BIOLOGY
Replication foci:-
• Identified by FISH and Giemsa staining
• Each stretch of DNA replicated within 60 min
can be observed as bright spot in the nucleus,
which is called as replication foci.
• Remains stable as a unit after multiple cell
cycles
• Contains approximately 1Mb of DNA
• Also known as ‘1Mb chromatin domain’
R bands:-
• High GC content
• High transcription
activity
• Early replication
G bands:-
• Low GC content
• Low transcription
activity
• Late replication
03/10/19 5BIO401,GENOME BIOLOGY
Nuclear
membrane
LAD
Nucleolus
Lamina Associated Domains (LADs)
• Interact with relatively stable part
of nucleus
• Interact with nuclear lamina
• Makes up around 40% of genome
• Boundaries are enriched in
transcriptional repressors and
architectural protein binding sites.
03/10/19 6BIO401,GENOME BIOLOGY
Giemsa staining, FISH and electron microscopy gave 2-D view of genome
Solution comes in a way of a technique to view genome in 3D
Hi-C technique
Why to study packaging and organization of genome?
Gene regulation
Organization of chromatin Chromatin
morphogenesis
Genome
stability
03/10/19 7BIO401,GENOME BIOLOGY
Crosslink and
isolate
Digestion and
biotin fill in
Ligation and
DNA isolation
Biotin removal and
size fractionation
Pulldown, Adapter
ligation and sequencing
Belton et.al, Methods. 2012 November
Hi-C technique
03/10/19 8BIO401,GENOME BIOLOGY
Belton et.al, Methods. 2012 November03/10/19 9BIO401,GENOME BIOLOGY
What information does Hi-C give?
Mota-Gomez et al, Gene201903/10/19 10BIO401,GENOME BIOLOGY
TADs- Topologically Associated Domains
• Regarded as basic chromosomal units
• High ratio of chromosomal interactions
within the domain than outside the
domain
• Contains many chromatin loops.
03/10/19 11BIO401,GENOME BIOLOGY
https://www.wikiwand.com/en/Topologically_associating_domain
A and B compartments
• TADs are divided into two spatially exclusive compartments in the
nucleus, A and B
Compartment A Compartment B
Gene rich Gene poor
High GC content Compact
Contains histone markers for active
transcription
Contains histone markers for gene
silencing
Majorly early replicating gene Majorly late replicating
03/10/19 12BIO401,GENOME BIOLOGY
Story so far…
03/10/19 13BIO401,GENOME BIOLOGY
Structural organisation
03/10/19 14BIO401,GENOME BIOLOGY
1. What are these changes? (Structural organization)
2. How do these changes occur? (Spatial organization)
3. How are these changes coordinated? (Temporal organization)
“Chromosome organization changes in a cell during differentiation”
03/10/19 15BIO401,GENOME BIOLOGY
Single Cell Replication Sequencing (scRepli-Seq)
• Previous methods give average image about replication time of thousands of
cells
• It is necessary to check whether these maps reflect the actual replication
profile of the single cell
• To address this, it is necessary to perform genomic analysis at single cell
level
Hiratani et al, Genes 2019
03/10/19 16BIO401,GENOME BIOLOGY
Experimental overview of scRepli-Seq
Stain the cells with PI
Mid-S sorting gate
Next Generation Sequencing
(NGS)
Identification of early and late
replicating domain.
Hiratani et al, Genes 201903/10/19 17BIO401,GENOME BIOLOGY
Replication timing
1. What are these changes? (Structural organization)
2. How do these changes occur? (Spatial organization)
3. How are these changes coordinated? (Temporal organization)
“Chromosome organization changes in a cell during differentiation”
03/10/19 18BIO401,GENOME BIOLOGY
Experimental Setup
oct4- Stem cell marker
Nanog- Pluripotency marker
sox1- Neuroectodermal lineage marker
03/10/19 19BIO401,GENOME BIOLOGY
03/10/19
Hi-c Single cell RT profiles
by scRepli-Seq
DNA FISH
20BIO401,GENOME BIOLOGY
Principle Component analysis (PC1)
PCA finds the principal components
of data.
Q. So what are principal components
then?
They are underlying structures in the
Data which show most variance or
Direction where Data is most spread
out.
03/10/19 21BIO401,GENOME BIOLOGY
Comparison of RT and A/B compartments (Hi-C-PC1) during Differentiation
Early replicating genes are found in Compartment A while late replicating genes are found in Compartment B
primarily
03/10/19 22BIO401,GENOME BIOLOGY
Compartment profiles of constitutively early and late genes
03/10/19
• >90% of regions that remained as
early replicating stayed in the A
compartment during differentiation
• A/B compartment switches are rare in
regions with constant RT.
• >80% of constitutively late regions
stayed in the B compartment
23BIO401,GENOME BIOLOGY
Compartment changes are linked to sub-nuclear re-positioning
03/10/19
Changes in RT, A/B compartments and subnuclear positioning are tightly coupled
24BIO401,GENOME BIOLOGY
Sub-nuclear repositioning is a function of NL association
03/10/19
• Changes in A/B compartments correlated with changes in lamin B1 binding
• Repositioning toward or away from the nuclear periphery correlates with
increased or decreased NL association
25BIO401,GENOME BIOLOGY
NL
0 2 4 6 8 10
03/10/19
Compartment boundaries are newly formed near TAD boundaries
A/B compartment boundaries and early/late RT boundaries coincide with TAD boundaries
26BIO401,GENOME BIOLOGY
Modes of A/B compartment changes
03/10/19
Compartment changes takes place majorly by Boundary shifting and rarely by isolation
27BIO401,GENOME BIOLOGY
A/B Compartment change during Reprogramming
03/10/19
• Compartments change by boundary shifting and frequently effects single TADs
• Reprogramming and differentiation trajectories do not overlap
28BIO401,GENOME BIOLOGY
1. What are these changes? (Structural organization)
2. How do these changes occur? (Spatial organization)
3. How are these changes coordinated? (Temporal organization)
“Chromosome organization changes in a cell during differentiation”
03/10/19 29BIO401,GENOME BIOLOGY
03/10/19
B to A compartment changes create a state for activation for required genes
• RT changes reflect compartment changes
• B to A changes preceding late to
early changes and transcriptional
upregulation are consistent with
compartment switching creating a
transcriptionally competent state for
activation of genes.
30BIO401,GENOME BIOLOGY
03/10/19
RT changes gradually but uniformly in differentiating cells
Differentiating cells
EpiSCs
RT changed gradually but uniformly within a differentiating population
31BIO401,GENOME BIOLOGY
03/10/19
RT changes during X chromosome inactivation
• RT changes from early to late during X chromosome inactivation.
32BIO401,GENOME BIOLOGY
03/10/19
mESC differentiation
Xist cloud formation precedes early to late changes in RT
33BIO401,GENOME BIOLOGY
03/10/19 34
To summarise…
BIO401,GENOME BIOLOGY
03/10/19 35
Conclusion
• First study showing the spatiotemporal coordination of
genome organization within the nucleus.
• First insight into the mechanism by which gene
expression profile of cells change as they differentiate.
• Showed that regulation of gene expression occurs even
at an organizational level in 3D space.
• Showed that the cells have a way of sensing the spatial
changes occurring within the genome, as a response to
which they change the replication time.
BIO401,GENOME BIOLOGY
03/10/19 36
Applications of the study
• 3D chromatin organization of cancer cells can be checked to see B to A
transition within transformed cells.
• Better understanding of molecular mechanisms can be obtained by this
approach.
BIO401,GENOME BIOLOGY
Any Questions?
03/10/19 37BIO401,GENOME BIOLOGY
03/10/19 38BIO401,GENOME BIOLOGY

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spatio-temporal developmental dynamics of chromosome organization

  • 2. 1. What are these changes? (Structural organization) 2. How do these changes occur? (Spatial organization) 3. How are these changes coordinated? (Temporal organization) “Chromosome organization changes in a cell during differentiation” 03/10/19 2BIO401,GENOME BIOLOGY
  • 3. Frasner et al, Microbiology and molecular biology reviews, 2015 Chromosomal changes during the Cell Cycle During interphase During mitosis Thread like structures Compact structures CHROMATINS CHROMOSOMES 03/10/19 3BIO401,GENOME BIOLOGY
  • 4. DNA double helix (2nm) Nucleosome (10nm) Solenoid (30nm) 250nm wide fibre Chromatin (700nm) Chromosome (1400nm) DNA packaging in eukaryotes 03/10/19 4BIO401,GENOME BIOLOGY
  • 5. Replication foci:- • Identified by FISH and Giemsa staining • Each stretch of DNA replicated within 60 min can be observed as bright spot in the nucleus, which is called as replication foci. • Remains stable as a unit after multiple cell cycles • Contains approximately 1Mb of DNA • Also known as ‘1Mb chromatin domain’ R bands:- • High GC content • High transcription activity • Early replication G bands:- • Low GC content • Low transcription activity • Late replication 03/10/19 5BIO401,GENOME BIOLOGY
  • 6. Nuclear membrane LAD Nucleolus Lamina Associated Domains (LADs) • Interact with relatively stable part of nucleus • Interact with nuclear lamina • Makes up around 40% of genome • Boundaries are enriched in transcriptional repressors and architectural protein binding sites. 03/10/19 6BIO401,GENOME BIOLOGY
  • 7. Giemsa staining, FISH and electron microscopy gave 2-D view of genome Solution comes in a way of a technique to view genome in 3D Hi-C technique Why to study packaging and organization of genome? Gene regulation Organization of chromatin Chromatin morphogenesis Genome stability 03/10/19 7BIO401,GENOME BIOLOGY
  • 8. Crosslink and isolate Digestion and biotin fill in Ligation and DNA isolation Biotin removal and size fractionation Pulldown, Adapter ligation and sequencing Belton et.al, Methods. 2012 November Hi-C technique 03/10/19 8BIO401,GENOME BIOLOGY
  • 9. Belton et.al, Methods. 2012 November03/10/19 9BIO401,GENOME BIOLOGY
  • 10. What information does Hi-C give? Mota-Gomez et al, Gene201903/10/19 10BIO401,GENOME BIOLOGY
  • 11. TADs- Topologically Associated Domains • Regarded as basic chromosomal units • High ratio of chromosomal interactions within the domain than outside the domain • Contains many chromatin loops. 03/10/19 11BIO401,GENOME BIOLOGY https://www.wikiwand.com/en/Topologically_associating_domain
  • 12. A and B compartments • TADs are divided into two spatially exclusive compartments in the nucleus, A and B Compartment A Compartment B Gene rich Gene poor High GC content Compact Contains histone markers for active transcription Contains histone markers for gene silencing Majorly early replicating gene Majorly late replicating 03/10/19 12BIO401,GENOME BIOLOGY
  • 13. Story so far… 03/10/19 13BIO401,GENOME BIOLOGY
  • 15. 1. What are these changes? (Structural organization) 2. How do these changes occur? (Spatial organization) 3. How are these changes coordinated? (Temporal organization) “Chromosome organization changes in a cell during differentiation” 03/10/19 15BIO401,GENOME BIOLOGY
  • 16. Single Cell Replication Sequencing (scRepli-Seq) • Previous methods give average image about replication time of thousands of cells • It is necessary to check whether these maps reflect the actual replication profile of the single cell • To address this, it is necessary to perform genomic analysis at single cell level Hiratani et al, Genes 2019 03/10/19 16BIO401,GENOME BIOLOGY
  • 17. Experimental overview of scRepli-Seq Stain the cells with PI Mid-S sorting gate Next Generation Sequencing (NGS) Identification of early and late replicating domain. Hiratani et al, Genes 201903/10/19 17BIO401,GENOME BIOLOGY Replication timing
  • 18. 1. What are these changes? (Structural organization) 2. How do these changes occur? (Spatial organization) 3. How are these changes coordinated? (Temporal organization) “Chromosome organization changes in a cell during differentiation” 03/10/19 18BIO401,GENOME BIOLOGY
  • 19. Experimental Setup oct4- Stem cell marker Nanog- Pluripotency marker sox1- Neuroectodermal lineage marker 03/10/19 19BIO401,GENOME BIOLOGY
  • 20. 03/10/19 Hi-c Single cell RT profiles by scRepli-Seq DNA FISH 20BIO401,GENOME BIOLOGY
  • 21. Principle Component analysis (PC1) PCA finds the principal components of data. Q. So what are principal components then? They are underlying structures in the Data which show most variance or Direction where Data is most spread out. 03/10/19 21BIO401,GENOME BIOLOGY
  • 22. Comparison of RT and A/B compartments (Hi-C-PC1) during Differentiation Early replicating genes are found in Compartment A while late replicating genes are found in Compartment B primarily 03/10/19 22BIO401,GENOME BIOLOGY
  • 23. Compartment profiles of constitutively early and late genes 03/10/19 • >90% of regions that remained as early replicating stayed in the A compartment during differentiation • A/B compartment switches are rare in regions with constant RT. • >80% of constitutively late regions stayed in the B compartment 23BIO401,GENOME BIOLOGY
  • 24. Compartment changes are linked to sub-nuclear re-positioning 03/10/19 Changes in RT, A/B compartments and subnuclear positioning are tightly coupled 24BIO401,GENOME BIOLOGY
  • 25. Sub-nuclear repositioning is a function of NL association 03/10/19 • Changes in A/B compartments correlated with changes in lamin B1 binding • Repositioning toward or away from the nuclear periphery correlates with increased or decreased NL association 25BIO401,GENOME BIOLOGY NL 0 2 4 6 8 10
  • 26. 03/10/19 Compartment boundaries are newly formed near TAD boundaries A/B compartment boundaries and early/late RT boundaries coincide with TAD boundaries 26BIO401,GENOME BIOLOGY
  • 27. Modes of A/B compartment changes 03/10/19 Compartment changes takes place majorly by Boundary shifting and rarely by isolation 27BIO401,GENOME BIOLOGY
  • 28. A/B Compartment change during Reprogramming 03/10/19 • Compartments change by boundary shifting and frequently effects single TADs • Reprogramming and differentiation trajectories do not overlap 28BIO401,GENOME BIOLOGY
  • 29. 1. What are these changes? (Structural organization) 2. How do these changes occur? (Spatial organization) 3. How are these changes coordinated? (Temporal organization) “Chromosome organization changes in a cell during differentiation” 03/10/19 29BIO401,GENOME BIOLOGY
  • 30. 03/10/19 B to A compartment changes create a state for activation for required genes • RT changes reflect compartment changes • B to A changes preceding late to early changes and transcriptional upregulation are consistent with compartment switching creating a transcriptionally competent state for activation of genes. 30BIO401,GENOME BIOLOGY
  • 31. 03/10/19 RT changes gradually but uniformly in differentiating cells Differentiating cells EpiSCs RT changed gradually but uniformly within a differentiating population 31BIO401,GENOME BIOLOGY
  • 32. 03/10/19 RT changes during X chromosome inactivation • RT changes from early to late during X chromosome inactivation. 32BIO401,GENOME BIOLOGY
  • 33. 03/10/19 mESC differentiation Xist cloud formation precedes early to late changes in RT 33BIO401,GENOME BIOLOGY
  • 35. 03/10/19 35 Conclusion • First study showing the spatiotemporal coordination of genome organization within the nucleus. • First insight into the mechanism by which gene expression profile of cells change as they differentiate. • Showed that regulation of gene expression occurs even at an organizational level in 3D space. • Showed that the cells have a way of sensing the spatial changes occurring within the genome, as a response to which they change the replication time. BIO401,GENOME BIOLOGY
  • 36. 03/10/19 36 Applications of the study • 3D chromatin organization of cancer cells can be checked to see B to A transition within transformed cells. • Better understanding of molecular mechanisms can be obtained by this approach. BIO401,GENOME BIOLOGY

Editor's Notes

  1. K cluster analysis was done, then gene ontology was done to check the function of genes that were switching A to B and vice versa
  2. Talk about heterochromatisation and thus it is difficult to study the A to B ya whatever compartment changes