Decoupling mutational processes in human germline презентация

Содержание

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DNA and it’s function

DNA double stranded molecule
Each strand have direction

DNA->RNA->Protein

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Transcription and replication

DNA->RNA

DNA->DNA

3`

5`

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Germline mutations

Goriely, Nat. Gen. 2016

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Role of mutations in genetic disease

Kosmicki et al, Nature Genetics 2017

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Germline mutations are induced by a mixture of mutational processes

Mutational
processes

Observed mutations

Mutational
spectra

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Spatial variation in intensity of the mutational processes generates diverse mutational patterns

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Extracting mutational processes from the spatial variation

I

#Regions

#Signatures

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Manifestation of strand dependent and independent mutational processes

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Mutational asymmetry in genes
Marteijn et al 2014, Nat. Rev Mol. Cell. Bio


Hu et al, 2017 PNAS

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Manifestation of strand dependent and independent mutational processes

Genes

Mutations

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What do we find?

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Replication Program

Arneodo lab, Plos Comp 2012

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What do we find

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Process 7/8 have local bursts

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Process 7/8 – maternal signature

Goldman*, Seplyarskiy*, Wong* et al, 2018 Nature Genetics

Jónsson et

al, 2017 Nature

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We are able to predict genomic regions susceptible to maternal clusters

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Process 7/8– maternal signature

Goldman*, Seplyarskiy*, Wong* et al, 2018 Nature Genetics

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Process 7/8 asymmetric in respect to transcription

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Process 7/8 asymmetric in respect to transcription

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Mechanistic insights to maternal signature

Goldman*, Seplyarskiy*, Wong* et al, 2018 Nature Genetics

I was

proven wrong
Marteijn et al 2014, Nat. Rev Mol. Cell. Bio

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C>G mutations created by secondary mechanism (wrong already)

Clustered mutation contain few C>G substitutions,


But started with different mutation type

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Third of maternal age effect localized in the regions with high level of

the process 7/8

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Signatures 4 and 5 (maternal signatures) summary
Maternal signature sensitive to the direction of

transcription and replication (no evidence for DNA breaks)
Characteristic scale of the signature about 20Mb, but highest intensity achieved on non-transcribed strand of long genes
We find evidence for transcription associated mutagenesis
Maternal signature is by product of the activity of error-prone polymerase

Insights about maternal signature

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