Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College...

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Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network in human early embryos at single-cell and single-base resolution

Transcript of Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College...

Page 1: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Fuchou Tang

BIOPIC, College of Life Sciences

Peking University

07/10/2015

Dissecting gene regulation network in human early embryos

at single-cell and single-base resolution

Page 2: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Cockburn and Rossant, 2010

Mammalian embryonic development starts from a single cell - zygote

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Dissecting Gene Regulation Network of Human Early Embryos

Single Cell

Transcriptome

Low number of

Cells Epigenome Single Cell

Genome

Key Transcription

Factors

Key SNVs

Cell Fate Determination

(Early Embryonic Development)

In vivo In vitro In vivo In vitro In vivo

Human ES Cell Model (Gene Knockdown & Overexpression)

Mouse Model (Gene Knockout & Knockdown)

Early Embryo

Gene Expression Network Epigenetic Network

Crucial

epigenetic codes

Page 4: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Isolation of single cells from human preimplantation embryos

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– An individual human embryonic cell expresses:

18,022 RefSeq transcripts;

13,772 Ensembl transcripts.

Single cell RNA-Seq of human early embryos

(Yan et al., Nature Structural & Molecular Biology, 2013)

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Global DNA methylome changes during mammalian embryonic

development (Saitou et al., Development 2012)

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Single cell DNA methylome analysis

(Guo et al., Genome Research, 2013)

Page 8: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Global DNA methylation dynamics of human early embryos

(Guo et al., Nature, 2014)

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Gene imprinting dynamics of human early embryos

Page 10: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Differentially Methylated Regions (DMRs) of human early embryos

Page 11: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Differentially Methylated Regions (DMRs) of human early embryos

Page 12: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Global DNA methylation dynamics of human early embryos

Page 13: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Discriminate male & female pronuclei within individual zygotes

Page 14: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Global DNA methylation at zygote stage within individual pronuclei

Page 15: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Global DNA methylation at zygote stage within individual pronuclei

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Active DNA demethylation in both maternal & paternal genome

in mouse zygotes (Guo et al., Cell Stem Cell, 2014)

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Active DNA demethylation is dependent on Tet3

(Guo et al., Cell Stem Cell, 2014)

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Active DNA demethylation removed 5mCpG on both strands

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Active DNA demethylation leads to unmodified cytosines

Page 20: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Active DNA demethylation is independent on TDG

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Single cell SUPER-Seq analysis of mouse early embryos

(Fan et al., Genome Biology, 2015)

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SUPER-Seq analysis of ‘averaged’ single cells (HEK-293 cells)

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SUPER-Seq analysis to detect circRNAs in mouse preimplantation

embryos

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SUPER-Seq analysis to detect circRNAs in mouse preimplantation

embryos

Page 25: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

SUPER-Seq analysis to detect circRNAs in mouse preimplantation

embryos

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SUPER-Seq analysis to detect novel polyA minus RNAs in mouse

preimplantation embryos

Page 27: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

SUPER-Seq analysis to detect novel polyA minus RNAs in mouse

preimplantation embryos

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SUPER-Seq analysis to detect circRNAs in human preimplantation

embryos (Unpublished)

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SUPER-Seq analysis to detect circRNAs in human preimplantation

embryos (Unpublished)

Page 30: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

SUPER-Seq analysis to detect circRNAs in human preimplantation

embryos (Unpublished)

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SUPER-Seq analysis to detect circRNAs in human preimplantation

embryos (Unpublished)

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SUPER-Seq analysis to detect polyA minus RNAs in human

preimplantation embryos (Unpublished)

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Summary of single cell genome sequencing of human oocytes

(Hou et al., Cell, 2013)

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An Oocyte from Donor #1 with Chromosome Abnormality

1st Polar Body

2nd Polar Body

Female pronucleus predicted

Female pronucleus observed

Total chromosome copy numbers conserved in the whole oocyte

CN

V

CN

V

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Aneuploidy rate for each donor

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8-cell stage embryos from Donor #9 with Chromosome Abnormality

Page 37: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Stage No. of Single Cells

GV oocyte 8

MII oocyte 42

Sperm 7

2-cell embryo 21

4-cell embryo 25

8-cell embryo 8

TE 9

ICM 11

Total 131

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

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Stage No. of

Samples No. of Samples Showing CNVs

GV oocyte 8 0

MII oocyte 42 5

Sperm 9 0

2-cell embryo 21 8

4-cell embryo 25 3

TE 6 1

ICM 12 7

Blastocyst 4 1

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

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Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

Page 40: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

Page 41: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

Page 42: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

Page 43: Dissecting gene regulation network in human early embryos ...€¦ · Fuchou Tang BIOPIC, College of Life Sciences Peking University 07/10/2015 Dissecting gene regulation network

Single cell multiple omics sequencing of human preimplantation

embryos (Unpublished)

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DNA methylation dynamics during human early embryonic development