structural regulation of the grapevine genome at global ...€¦ · structural regulation of the...

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Structural regulaon of the grapevine genome at global and local levels Rachel Schwope 1,2 , Aldo Tocci 2,3 , Fabio Marroni 1,2 , Mara Miculan 1,2 , Michele Morgante 1,2 1. University of Udine, Udine, Italy. 2. Instute of Applied Genomics, Udine, Italy. 3. Scuola Internazionale Superiore di Studi Avanza, Trieste, Italy. Acknowledgments Thanks to Giusi Zaina, Nicolea Felice, Gabriele Di Gaspero, and IGA Technology Services. This work is supported by the ERC project NOVABREED - Grant no. 294780. ATAC-Seq shows that open chroman occurs frequently at 5’ and 3’ ends of genes and is correlated with higher gene expression 31,000 genes sorted by increasing size The grapevine genome forms both loose (LSD) and compact (CSD) structural domains (Grob et al., 2014) that are conserved across variees. Genes in the CSD are generally expressed at lower levels than genes in the LSD, although genes from either domain featuring both H3K4me3 and an open conformaon are the most highly expressed groups. The absence of one or both of these features is correlated with a reducon in transcripon, with the most significant domain-specific differences observed in groups lacking an open conformaon. Our grapevine genome studies connue with 1) allele-specific analyses to examine structural variant roles, 2) ssue-specific studies to determine how cell differenaon affects genome organizaon, and 3) an enhancer search to idenfy regulatory elements in grapevine. Hi-C principal components analysis reveals two types of chroman, which are conserved across grapevine variees Grapevine is a valuable model for plant epigenomes Grapevine (Vis vinifera ) is an economically and culturally valuable crop worldwide. A desire to produce beer grapes led to the sequencing and assembly of a reference genome, isolated from a Pinot Noir culvar (Jaillon et al., 2007). Its 19 diploid chromosomes contain approximately 482 Mb of DNA, comprising large structural variants and over 30,000 genes. Given the presence of both gene-rich euchroman and repeat-rich heterochroman, a grapevine nucleus must organize its genome to maximize efficient gene transcripon while minimizing deleterious effects of transposons. Our goals are to understand the structural factors that support such extensive genome regulaon and to idenfy the epigenec factors that maintain the nuclear architecture required for this task. Experimental approach: invesgate the grapevine genome structure at both global and local scale Two dimensional genome Lower DNA availability Less Tn5 inseron Higher DNA availability More Tn5 inseron Three dimensional genome Interacon captured by Hi-C Preferenal interacon between distant loci Loose structural domain (LSD) Compact structural domain (CSD) Chromosome 18 23 Mb Chardonnay Rkatsiteli Pinot Noir Loose domain Gene rich Compact domain Transposon rich Chromosome 4 3 Mb 31,000 genes sorted by increasing FPKM 2. Local DNA packaging: ATAC-Seq measures accessibility of chroman 1. Nuclear space: Hi-C provides a three-dimensional map of the genome Global and local chroman characteriscs produce a combined effect on gene expression Conclusions: Gene acvity is influenced by mulple levels of structural regulaon 4 3 2 1 0 Log 10 (FPKM+1) H3K4me3 ATAC-Seq + + + + + - + - - + - + - - - - Distribuon of grapevine expression levels LSD CSD LSD CSD LSD CSD LSD CSD p < 5.0 x 10 -3 p < 5.0 x 10 -8 p < 5.0 x 10 -5 p < 5.0 x 10 -19 n = 9708 n = 3818 n = 4052 n = 1829 n = 2213 n = 1432 n = 4213 n = 5228 Wilcoxon test: H3K4me3 H3K4me3 occurs only at 5’ end ATAC-seq signal occurs at 5’ and 3’ end H3K4me3 ATAC-Seq ATAC-Seq 25 kb 100% gene length 100% gene length TSS 25 kb TSS TSS TSS Both H3K4me3 and ATAC-Seq increase with higher expression

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Page 1: Structural regulation of the grapevine genome at global ...€¦ · Structural regulation of the grapevine genome at global and local levels Rachel Schwope1,2, Aldo Tocci2,3, Fabio

Structural regulation of the grapevine genome at global and local levels Rachel Schwope1,2, Aldo Tocci2,3, Fabio Marroni1,2, Mara Miculan1,2, Michele Morgante1,2

1. University of Udine, Udine, Italy. 2. Institute of Applied Genomics, Udine, Italy. 3. Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy.

Acknowledgments

Thanks to Giusi Zaina, Nicoletta Felice, Gabriele Di Gaspero, and IGA Technology Services.

This work is supported by the ERC project NOVABREED - Grant no. 294780.

ATAC-Seq shows that open chromatin occurs frequently at 5’ and 3’ ends of genes and is correlated with higher gene expression

31

,00

0 gen

es sorte

d

by in

creasing size

The grapevine genome forms both loose (LSD) and compact (CSD) structural domains (Grob et al., 2014) that are conserved across varieties. Genes in the CSD are generally expressed at lower levels than genes in the LSD, although genes from either domain featuring both H3K4me3 and an open conformation are the most highly expressed groups. The absence of one or both of these features is correlated with a reduction in transcription, with the most significant domain-specific differences observed in groups lacking an open conformation. Our grapevine genome studies continue with 1) allele-specific analyses to examine structural variant roles, 2) tissue-specific studies to determine how cell differentiation affects genome organization, and 3) an enhancer search to identify regulatory elements in grapevine.

Hi-C principal components analysis reveals two types of chromatin, which are conserved across grapevine varieties

Grapevine is a valuable model for plant epigenomes

Grapevine (Vitis vinifera) is an economically and culturally valuable crop worldwide. A desire to produce better grapes led to the sequencing and assembly of a reference genome, isolated from a Pinot Noir cultivar (Jaillon et al., 2007). Its 19 diploid

chromosomes contain approximately 482 Mb of DNA, comprising large structural variants and over 30,000 genes.

Given the presence of both gene-rich euchromatin and repeat-rich heterochromatin, a grapevine nucleus must organize its genome to maximize efficient gene transcription while minimizing deleterious effects of transposons. Our goals are

to understand the structural factors that support such extensive genome regulation and to identify the epigenetic factors that maintain the nuclear architecture required for this task.

Experimental approach: investigate the grapevine genome structure at both global and local scale

Two dimensional genome

Lower DNA availability

Less Tn5 insertion

Higher DNA availability

More Tn5 insertion Three dimensional genome

Interaction captured by Hi-C

Preferential interaction

between distant loci

Loose structural domain (LSD)

Compact structural domain (CSD)

Chromosome 18

23 Mb

Chardonnay

Rkatsiteli

Pinot Noir

Loose domain

Gene rich

Compact domain

Transposon rich

Chromosome 4

3 Mb

31

,00

0 gen

es sorte

d b

y

increasin

g FPK

M

2. Local DNA packaging: ATAC-Seq measures accessibility of chromatin 1. Nuclear space: Hi-C provides a three-dimensional map of the genome

Global and local chromatin characteristics produce a combined effect on gene expression

Conclusions: Gene activity is influenced by multiple levels of structural regulation

4

3

2

1

0

Log10(FPKM+1)

H3K4me3

ATAC-Seq

+

+

+

+

+

-

+

-

-

+

-

+

-

-

-

-

Distribution of grapevine expression levels

LSD CSD LSD CSD LSD CSD LSD CSD

p < 5.0 x 10-3 p < 5.0 x 10-8 p < 5.0 x 10-5 p < 5.0 x 10-19

n = 9708 n = 3818

n = 4052 n = 1829

n = 2213 n = 1432

n = 4213 n = 5228

Wilcoxon test:

H3K4me3

H3K4me3 occurs

only at 5’ end

ATAC-seq signal occurs

at 5’ and 3’ end

H3K4me3 ATAC-Seq ATAC-Seq

25 kb

100% gene

length

100% gene

length TSS

25 kb TSS TSS TSS

Both H3K4me3 and ATAC-Seq

increase with higher expression