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Decoupling mutational processes in human germline

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DNA and it’s functionDNA double stranded moleculeEach strand have directionDNA->RNA->Protein

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Слайд 1Decoupling mutational processes in human germline
Vladimir Seplyarskiy

Sunyaev lab
Department of

Biomedical Informatics
Harvard Medical School

Decoupling mutational processes in human germlineVladimir Seplyarskiy Sunyaev labDepartment of Biomedical InformaticsHarvard Medical School

Слайд 2DNA and it’s function
DNA double stranded molecule
Each strand have direction
DNA->RNA->Protein

DNA and it’s functionDNA double stranded moleculeEach strand have directionDNA->RNA->Protein

Слайд 3Transcription and replication
DNA->RNA
DNA->DNA
3`
5`

Transcription and replicationDNA->RNADNA->DNA3`5`

Слайд 4Germline mutations
Goriely, Nat. Gen. 2016

Germline mutationsGoriely, Nat. Gen. 2016

Слайд 5Role of mutations in genetic disease
Kosmicki et al, Nature Genetics

2017

Role of mutations in genetic diseaseKosmicki et al, Nature Genetics 2017

Слайд 6Germline mutations are induced by a mixture of mutational processes
Mutational
processes
Observed

mutations
Mutational
spectra

Germline mutations are induced by a mixture of mutational processesMutationalprocessesObserved mutationsMutationalspectra

Слайд 7Spatial variation in intensity of the mutational processes generates diverse

mutational patterns

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

Слайд 8Extracting mutational processes from the spatial variation
I
#Regions
#Signatures

Extracting mutational processes from the spatial variationI#Regions#Signatures

Слайд 9Manifestation of strand dependent and independent mutational processes

Manifestation of strand dependent and independent mutational processes

Слайд 10Mutational asymmetry in genes

Marteijn et al 2014, Nat. Rev

Mol. Cell. Bio
Hu et al, 2017 PNAS

Mutational asymmetry in genes Marteijn et al 2014, Nat. Rev Mol. Cell. Bio Hu et al, 2017

Слайд 11Manifestation of strand dependent and independent mutational processes
Genes
Mutations

Manifestation of strand dependent and independent mutational processesGenesMutations

Слайд 12What do we find?

What do we find?

Слайд 13Replication Program
Arneodo lab, Plos Comp 2012

Replication ProgramArneodo lab, Plos Comp 2012

Слайд 14What do we find

What do we find

Слайд 15Process 7/8 have local bursts

Process 7/8 have local bursts

Слайд 16Process 7/8 – maternal signature
Goldman*, Seplyarskiy*, Wong* et al, 2018

Nature Genetics
Jónsson et al, 2017 Nature

Process 7/8 – maternal signatureGoldman*, Seplyarskiy*, Wong* et al, 2018 Nature GeneticsJónsson et al, 2017 Nature

Слайд 17We are able to predict genomic regions susceptible to maternal

clusters

We are able to predict genomic regions susceptible to maternal clusters

Слайд 18Process 7/8– maternal signature
Goldman*, Seplyarskiy*, Wong* et al, 2018 Nature

Genetics

Process 7/8– maternal signatureGoldman*, Seplyarskiy*, Wong* et al, 2018 Nature Genetics

Слайд 19Process 7/8 asymmetric in respect to transcription

Process 7/8 asymmetric in respect to transcription

Слайд 20Process 7/8 asymmetric in respect to transcription

Process 7/8 asymmetric in respect to transcription

Слайд 21Mechanistic 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
Mechanistic insights to maternal signatureGoldman*, Seplyarskiy*, Wong* et al, 2018 Nature GeneticsI was proven wrong Marteijn et

Слайд 22C>G mutations created by secondary mechanism (wrong already)
Clustered mutation contain

few C>G substitutions,
But started with different mutation type

C>G mutations created by secondary mechanism (wrong already)Clustered mutation contain few C>G substitutions, But started with different

Слайд 23Third of maternal age effect localized in the regions with

high level of the process 7/8

Third of maternal age effect localized in the regions with high level of the process 7/8

Слайд 24Signatures 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

Signatures 4 and 5 (maternal signatures) summaryMaternal signature sensitive to the direction of transcription and replication (no

Слайд 25Acknowledgements
Signature extraction
Ruslan Soldatov
Shamil Sunyaev
Supervision
Colaborators:
J. Goldmann,  P.Kharchenko, 
C. Gilissen, W. Wong 
TOPMed population

working group

AcknowledgementsSignature extractionRuslan SoldatovShamil SunyaevSupervisionColaborators:J. Goldmann,  P.Kharchenko, C. Gilissen, W. Wong TOPMed population working group

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