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Personalized approaches to decode the genetic complexity of “simple” neurological disorders Enza Maria Valente University of Salerno CSS-Mendel Institute, Rome

Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Page 1: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Personalized approaches to decode the genetic complexity of “simple” neurological disorders

Enza Maria Valente

University of SalernoCSS-Mendel Institute, Rome

Page 2: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

2

Mendelian Diseases:conditions caused by impairment in a single defective gene

mendelian = monogenic = simple

also known as:“monogenic (single gene) disorders”

“simple”

Gene mutations are inherited following mendelian laws:

Dominant Recessive

Page 3: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Dipple and McCabe 2000

Are Mendelian disorders really «simple»?

Page 4: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Changing paradigms…

multifactorialcomplexsporadic

monogenicsimplefamilial

Nat Rev Genet 2002

?

mild risk factor Full penetrance

oligogenic Reducedpenetrance

heavy risk factor

Page 5: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Deleterious and disease alleles in the general population

Healthy individuals harbour large numbers of potentially deleterious variants

• The subject may be heterozygous carrier of a recessive mutation

• The disease may be clinically mild and then oversought

• The disease may have late onset

• The disease may require additional genetic or environmental factors to manifest(reduced penetrance)

A healthy person carriers on average:

~ 13600 single nucleotide variants, of which 2,3% likely pathogenic

~ 100 definite loss of function variants, of which ~ 20 in recessive state

~ 300-500 damaging missense variants, of which ~ 80 in recessive state

Human Genome Mapping Project, 1000 Genomes

Page 6: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Challenges in mendelian diseases

• Reduced penetrance Not all individuals harbouring a particular mutation / genotype express the

phenotype within a specific time period

• Variable phenotypic expression, lack of genotype-phenotype correlates Mutations in the same gene (even the same mutation!) may give rise to

different phenotypes

• Genetic heterogeneity The same phenotype can be caused by mutations in many different genes

• Variable inheritance of the same gene mutations Some mutations may be dominantly or recessively inherited

one gene = one disease

Page 7: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Allele dosage effect: dominant or recessive?

Mutations in the same gene

penetrant

Autosomal dominant«mild» phenotype

non penetrant

Healthycarrier

penetrant

Autosomal recessive«severe» phenotype

penetrant

Risk factor

heterozygous homozygous

Page 8: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Two leading principles in genetic nosology are pleiotropism and genetic heterogeneity.

Pleiotropism refers to multiple end effects of a single gene. Genetic heterogeneity refers to the existence of two or more fundamentally distinct entities with essentially the same clinical picture.

Nosologists tend to be either lumpers or splitters. To the extent that he pulls together the multiple features of single gene syndromes, the medical geneticist is a lumper. To the extent that by various means he identifies heterogeneity, he is a splitter.

Page 9: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

The concept of «lumping and splitting»

distinct phenotypes same gene

LUMPING

same phenotype distinct genes

SPLITTING

- Phenotypic variability- Reduced penetrance

Page 10: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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“complex” modulation of “simple” mutations

Mendelianmutation

Page 11: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Neurological disorders: examples from our research

Joubert syndrome& ciliopathies

Parkinson disease

Page 12: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Example 1 – Parkinson disease

1,3 4-5 7 9 10020RR

SNPs in dominantand other

genes

heterozygousmutations in

recessive genes

1,8

GBA, LRRK2

SMPD1 GTP-CH1 mutationsin SNCA

(other AD genes?)

homozygousmutations in

recessive genes

sporadic

familial

Genetic factors and relative riskto develop Parkinson disease

Page 13: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Autosomal recessive early onset parkinsonisms

Distinct genes, same phenotype• early onset (<40 years) DJ1 < Parkin < PINK1• slow progression• excellent and sustained response to treatment

Parkin >>> PINK1 > DJ-1

50% fam10-15% spor

1-8% in differentpopulations

< 1%

Variable phenotypic features, same gene• ± dystonia at onset• ± sleep benefit, diurnal fluctuations• ± hyperreflexia• ± treatment-related complications(dyskinesias, behavioral problems)

video: Anna Rita Bentivoglio

Page 14: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Marongiu et al, Hum Mutat 2008

0.1 1 10 100 OR

Kay 07

Clark 06

Lincoln 03

Parkin

Rogaeva 04

Bonifati 05

Abou-Sleiman 06

Marongiu 08

PINK1

OR PINK1

OR Parkin

OR 1.62 – 95%CI 0.88-2.99

OR 1.86 – 95%CI 1.01-3.45

Heterozygous mutations in recessive genes

PINK1 and Parkin heterozygous mutations: • are ++ found in sporadic cases• Parkin mutations influence age at onset• have a mild effect on increasing PD risk

14

Page 15: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Parkin gene in autosomal recessive PD

Dup ex2-3 hom

Dup ex2-3 hetparkin

- Right arm dystonia- Unaware of disease- No clear PD signs!

- early onset PD (age atonset: 34 years)

- rigid-akinetic phenotype- good response to L-dopa- anxiety- no dystonia

Problems with genetic counselling!!!!

wt

Page 16: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Phenotypic spectrum of synuclein mutations

p.A30P p.H50Q p.E46K3 SNCA copies

p.A53E* p.A53T4 SNCA copies

p.G51D

early onset age

cognitive impairment

psychiatric dsturb.

hallucinations

autonomic dysf.

myoclonus

pyramidal signs

epilepsy

Very rare or absent

Occasional

Frequent or always present

Petrucci et al, Park Relat Dis 2015

Page 17: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

17

LRRK2 in PD: autosomal dominant or risk factor?

LRRK2 G2019S mutation commonest cause of autosomal dominant PD

Reduced penetrance: 30% by age 80 years

relative risk 4-5

Page 18: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Homozygous GBA mutations Gaucher’s disease

relative risk proportional to mutation severity:• mild mutations: RR 3 • severe mutations: RR 21

heterozygous GBA mutations represent the most common genetic risk factor for PD

identified to date: 4-8% PD vs <1% controls –11% PD in Italy

GBA in PD: risk factor or autosomal dominant?

Page 19: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Example 2 – Joubert syndrome and ciliopathies

Page 20: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Genetic heterogeneity in JS

all encode for proteins of the primary cilium

• >30 genes to date

Page 21: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Genotype-phenotype correlates

TMEM67

CC2D2A

RPGRIP1LINPP5E O/U

AHI1

C5Orf42INPP5E

CC2D2A

ARL13BO/U

CEP290O/U

cerebello-oculo-renal phenotype

C5Orf42OFD1

TMEM216

O/UOFDVI

JS pure or with retinal

involvement

JS with liver involvement

Page 22: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

TCTN3

Genetic overlap between JS and other ciliopathies

JBTS

OFD1/4

Zaghloul & Katsanis, Trend in Genet 2010

NPHP10

several genes cause distinct ciliopathies with variable clinical overlap

not all genes have beentested for all phenotypes further associations to

come soon

TCTN1TMEM237

Corf42

TMEM216, RPGRIP1LCEP41, TMEM138TCTN2

ZNF423

INPP5E

Page 23: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Shared features among ciliopathies

• Disorders caused by genes encoding for proteins of the primary cilium and its apparatus (basal body, centrosome)

• Variable severity and multiorgan involvement

• Clinical and genetic overlap among distinct conditions

Arts & Knoers, Ped Nephrol 2012

Bardet-Biedl

Meckel-Gruber

JoubertSenior-Loken

OFD1cranioectodermal dysplasias, Jenue, short rib polydactylies

NPH

Page 24: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Intrafamilial variability of ciliopathies

NPHpolydactyly

mild CVA

JS NPH NPHMCI

BBSmild CVA

JS JSpolydactyly

AJMG 2012

Page 25: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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OFDIV: overlap ciliopathy between OFD, SRP, JS and MKS

Mohr-Majewski syndrome

OFDII (Mohr) + SRPII (Majewski)

Oro-facio-digital abnormalities• tongue anomalies, frenula• cleft palate/lip• postaxial polydactyly

Skeletal abnormalities• tibial hypoplasia and thickening• bowing of long bones• trident shape acetabulum

Other organs• cystic dysplastic kidneys• liver ductal plate proliferation• CNS malformations

Mutations in TCTN3 also found in patients with JS and typical MTS

Thomas et al, AJHG 2012

Page 26: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

26

Allelism between lethal and non-lethal ciliopathies

Meckel fetus, aborted 15th weeks g.a. Joubert patient, 50 year old

Page 27: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Correlates between the mutation type and phenotype

RPGRIP1L – TMEM67 –CC2D2A – B9D1 – MKS1

at least 1 missense mutation JS

2 truncating mutations MKS

MKS1

MKS

BBS

NPHP3

MKS

NPH

C5Orf42

same mutations identified in patients with severe OFD phenotypes and pure JS

NPHP1

95% cases: same homozygous 250kb deletion encompassing the gene variable phenotypes (NPH – SLS – JS with kidney involvement)

TCTN3

OFDIV

JS

Page 28: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Oligogenic inheritance and mutational load

Mutations or rare variants at a second locus influence the phenotypic expression of recessive mutations at the main disease locus

Novarino and Gleeson, Cell 2011

Page 29: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Oligogenic inheritance and mutational load in ciliopathies

in several patients with JS and otherciliopathies, heterozygous

mutations are often detected in cilia-related genes

IFT139TTC21B recessive mutations:- isolated NPH / NPH plus / JATDTTC21B heterozygous mutations:-2.5% pts with ciliopathies (some mutated in other genes) vs 0.06% controls

Nat Genet 2011

Page 30: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Even common variants may act as genetic modifiers

Nat Genet 2009

AHI1 p.R830W• controls: 2.8%• isolated NPH: 1.8%• NPH + retinopathy: 25%

(p<0.001)

RPGRIP1L p.A229T• controls: 2.8%• ciliop. no retinopathy: 0%• ciliop. + retinopathy: 4.5%

(p<0.001)

Nat Genet 2010

Page 31: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

31

The revolution of next generation sequencing

Target sequencingWhole exome sequencingWhole genome sequencing

Disease-causative mutationsRare variants with large effects

Page 32: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Risk alleles: polymorphisms, but also rare mutations

Whole exome (and even whole genome) sequencing are likely to replace GWAS to search for genetic modifiers of the phenotype

32

Manolio et al, Nature 2009

Page 33: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

33

GTP-CH1 rare variants and Parkinson disease risk

Co-occurrence of DRD and PD in the same GTP-CH1 mutated families

Mencacci et al, Brain 2014

WES of 1318 sporadic PD patientsvs 5935 controls

↓10 GTP-CH1 heterozygous variantsin PD (0.75%) vs 1 in control (0.1%)

↓OR 7.5, CI 2.4-25.3, p<0.001

Confirmed in an independentstudy (0.57% mut freq in PD)

Page 34: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

%

%

p=0,0001 p=0,0004

p=0,0001

p=0,0003* *

*

*

0

0.1

0.2

0.3

0.4

TCTN1 p.S37C CC2D2Ap.R1518Q

(rs200645738)

AHI1 p.T702M CEP104p.N728D

(rs144805659)

TMEM231p.A95V

(rs201518524)

JS cohort

MAF (ExAC)

p=0,05*

p=0,06

0

0.2

0.4

0.6

0.8

1

1.2

1.4

TTC21B p.D242N CSPP1 p.P1160S(rs200161440)

p=0,0001*

Ciliary genes rare variants in JS patients

Screening of 120 ciliary genes in over 350 JS patients

About 30% (including mutated and non mutated) carry at least one heterozygousdeleterious variant in a ciliary gene (novel or rare)

Impact on disease penetrance and phenotypic expression?

Page 35: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

Towards personalized approaches to geneticdiagnosis and counselling of mendelian disorders

gene A

gene B gene C

gene Denvironment

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

patient 1 patient 2 patient 3 patient 4 patient 5

gene A gene B gene C gene D environment

Page 36: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

36

Take-home messages

• The genetic basis of mendelian disorders is complex and the samegenes are often implicated – as more or less strong risk factors – in familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways that are disrupted in the disease

• «True monogenic» diseases are very rare: many genetic determinantsrepresent susceptibility factors, which variably increase the risk to develop a given phenotype in a multifactorial context

• Rare mutations, other than common polymorphisms, may representimportant genetic modifiers of mendelian disease phenotypes. High throughput next-generation-sequencing approaches are bringing a tremendous acceleration in this field of research

• Interpretation of the huge amount of genetic data generated from these studies represents the big challenge ahead.

Page 37: Personalized approaches to decode the genetic complexity of€¦ · familial and sporadic forms; most of these genes are found to interact, and to converge into key cellular pathways

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Acknowledgements

@Rome

@Salerno