aspectos genòmicos y factores de protecctiòn amalio telenti, university of lausanne the next...
TRANSCRIPT
![Page 1: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/1.jpg)
Aspectos genòmicos y factores de protecctiònAspectos genòmicos y factores de protecctiònAmalio Telenti, University of Lausanne
The next frontierThe next frontier
![Page 2: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/2.jpg)
#1 Exploiting differences among pathogens#1 Exploiting differences among pathogens
#2 Exploiting extreme phenotypes#2 Exploiting extreme phenotypes
#3 Exploiting technological breakthroughs#3 Exploiting technological breakthroughs
![Page 3: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/3.jpg)
#1 - Exploiting differences amongpathogens
![Page 4: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/4.jpg)
• A 32 year-old person is found at the time of a blood donation to be HIV+/HCV+.
• His HIV viremia is 4.9 log copies/ml, CD4 T cells are 168 cell/ul.
• His HCV viremia is undetectable, liver tests are normal.
![Page 5: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/5.jpg)
Genome analyses: How do we do it?
• DNA from a large number of individuals
• Large scale genotyping of common human variation (500’000 – 1 moi polymorphisms).
• Association analysis with correction for the large number of tests (significative p-values should be <10-7 to 10-8
![Page 6: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/6.jpg)
Homozygous 1
Heterozygous
Homozygous 2
Genome-wide genotypingGenome-wide genotyping
500.000 to 1.000.000 SNPs/individual
![Page 7: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/7.jpg)
Chromosomal location of locus of susceptibility Chromosomal location of locus of susceptibility to HIV-1 and to Hepatitis Cto HIV-1 and to Hepatitis C
Fellay et al Science 2007Fellay et al Science 2007Rauch el al. SubmittedRauch el al. Submitted
HIV Chr. 6HIV Chr. 6
HCV Chr. 19HCV Chr. 19
N=478 HIV+N=478 HIV+
N=1350 HepC+N=1350 HepC+
![Page 8: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/8.jpg)
rs2395029 (HLA-B*5701)rs9264942 (HLA-C -35)rs9261174 (ZNRD1)rs333 (CCR5Δ32)
Years
Su
rviv
al/P
rog
ress
ion
Fellay et al,
![Page 9: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/9.jpg)
Genetic score and progressionGenetic score and progression
![Page 10: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/10.jpg)
Chromosomal location of locus of susceptibility Chromosomal location of locus of susceptibility to HIV-1 and to Hepatitis Cto HIV-1 and to Hepatitis C
Fellay et al Science 2007Fellay et al Science 2007Rauch el al. SubmittedRauch el al. Submitted
HIV Chr. 6HIV Chr. 6
HCV Chr. 19HCV Chr. 19
N=478 HIV+N=478 HIV+
N=1350 HepC+N=1350 HepC+
![Page 11: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/11.jpg)
HCV - Genetic determinants of spontaneous HCV - Genetic determinants of spontaneous clearance and treatment successclearance and treatment success
![Page 12: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/12.jpg)
HCV - Viral and genetic determinants HCV - Viral and genetic determinants of treatment successof treatment success
![Page 13: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/13.jpg)
GWAS Results
• We have reached experimental power conditions to identify most common human (Caucasian) variation influencing susceptibility to HIV-1
• We can know explain 22% of population variance by genetics, population effects, gender and age.
• Clear and profoundly different signals for various pathogens (n=2).
![Page 14: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/14.jpg)
#2 - Exploiting extreme phenotypes
![Page 15: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/15.jpg)
HIV-HIV- HIV+HIV+
A rapid progressor
![Page 16: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/16.jpg)
Rapid progression – a genetic extreme Rapid progression – a genetic extreme
ECLTNP
CNP P RP
0.0
0.5
1.0
CCR2 V64ICCR5 32
HLA-C
ZNRD1HLA-A+
HLA-B+
CCR5_HHE/HHE
HLA-B-
CCR5_H+/H+
CCR5_P1/P1
Alle
lic f
req
uen
cy o
r p
rop
ort
ion
![Page 17: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/17.jpg)
Integrating host and viral parametersIntegrating host and viral parameters
Casado et al.
![Page 18: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/18.jpg)
« Sooty-like » patterns of evolution
![Page 19: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/19.jpg)
![Page 20: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/20.jpg)
CD4 evolution of Rapid Progressors (n=73) CD4 evolution of Rapid Progressors (n=73) during 3 years after seroconversion during 3 years after seroconversion
Red: associated with an AIDS event/death
<350 CD4 T cells
0 365 730 10950
100
200
300
400
500
600
700
800
900
1000
Days post SC
CD
4 T
cel
l co
un
t
A genomic, tanscriptomic and immunogenetic A genomic, tanscriptomic and immunogenetic study of rapid progressionstudy of rapid progression
![Page 22: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/22.jpg)
Interferon-Interferon-stimulated genesstimulated genes
CD4 T cell analysis
![Page 23: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/23.jpg)
Interferon stimulated genes Rapid Interferon stimulated genes Rapid progressors versus Sooty-like profilesprogressors versus Sooty-like profiles
CD4 T cell analysis
More expressed More expressed in Sooty-likein Sooty-like
More expressed More expressed in Rapid in Rapid progressorsprogressors
![Page 24: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/24.jpg)
Gene expression changes in African green monkeys (natural host model) and Asian pigtailedmacaques (pathogenic model) between day 10 and day 45 post infection.
AGM PM
Lederer et al. PLoS Pathogens 2009
![Page 25: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/25.jpg)
Interferon-Interferon-stimulated genesstimulated genes
CD4 T cell analysis
T cell receptor T cell receptor signallingsignalling
![Page 26: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/26.jpg)
T cell receptor T cell receptor signallingsignalling
![Page 27: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/27.jpg)
Kaufmann DE, Walker BD. PD-1 and CTLA-4 inhibitory cosignaling pathways in HIV infection and the potential for therapeutic intervention. J Immunol. 2009
![Page 28: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/28.jpg)
Transcriptome Results
• The analysis of extreme phenotypes (beyond elite controllers) remains of major interest.
• New profiles, such as the rare “sooty-like” can be very informative and directly link to some of the non-pathogenic primate models.
• However….what to do with the long lists of candidate genes??
![Page 29: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/29.jpg)
#3 - Exploiting technological breakthroughs
![Page 30: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/30.jpg)
• A severe hemophilia patient received multiple blood transfusions through the early 1980’ies.
• Today this patient remains HIV negative, while HCV positive
![Page 31: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/31.jpg)
Characterization of high-risk HIV-1 seronegative Characterization of high-risk HIV-1 seronegative hemophiliacs. Salkowitz et al. hemophiliacs. Salkowitz et al.
Among hemophiliacs from the MACS who remained HIV-1 seronegative despite a high (94%) risk for acquisition of HIV-1 infection, 7/43 (16%) were homozygous for the 7/43 (16%) were homozygous for the protective CCR5 Delta32 polymorphismprotective CCR5 Delta32 polymorphism. Among the remainder, neither CCR5 density nor beta-chemokine production, nor in vitro susceptibility to infection with the HIV-1 isolate JR-FL could distinguish HRSN hemophiliacs from healthy controls.
Clin Immunol. 2001 Feb;98(2):200-11.
![Page 32: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/32.jpg)
>5%1%<<<<<<1%
Severe ????? Mild
Primary immuno-deficiencies
?????????Common trait disease
Genetic frequency in a populationGenetic frequency in a population
Disease manifestation / riskDisease manifestation / risk
![Page 33: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/33.jpg)
>5%1%<<<<<<1%
Severe ????? Mild
Primary immuno-deficiencies
Common trait disease
Genetic frequency in a populationGenetic frequency in a population
Disease manifestation / riskDisease manifestation / risk
![Page 34: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/34.jpg)
>5%1%<<<<<<1%
Severe ????? Mild
Primary immuno-deficiencies
RARE AND RARE AND PRIVATE PRIVATE
MUTATIONSMUTATIONS
Common trait disease
Genetic frequency in a populationGenetic frequency in a population
Disease manifestation / riskDisease manifestation / risk
![Page 35: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/35.jpg)
“…some 11,000 of Watson’s SNPs (15% novel) are predicted to change the amino-acid sequence — and so, perhaps, the function — of a protein.”
Whole Genome SequencingWhole Genome Sequencing
James WATSON
![Page 36: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/36.jpg)
Where could be the Where could be the genes of interest?genes of interest?
![Page 37: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/37.jpg)
Homo sapiens
Pan paniscus
Pan troglodytes verus
Pan troglodytes schweinfurthi
Pan troglodytes vellerosus
Gorilla gorilla
Pongo pygmaeus
hylobates lar
hylobates syndactylus
hylobates leucogenys
Mandrillus sphinx
Mandrillus leucophaeus
Cercocebus torquatus
Cercocebus atys
Macaca nemestrina
Macaca mulatta
Macaca arctoides
Cercopithecus aethiops
Cercopithecus albogularis
Cercopithecus solatus
Cercopithecus cephus
Cercopithecus lhoesti
Cercopithecus mona
Cercopithecus denti
Cercopithecus neglectus
Cercopithecus tantalus
Guereza colobus
Callithrix jacchus
Lemurs
Cercopithecus sabaeus
Cercopithecus niticans
SIV Human jumpSIV Simian jump?
HIV-1 group M
SIVcpz2
SIVcpz5
HIV-1 group N
SIVcpz1
SIVcpz4
HIV-1 group O
SIVcpzANT
SIVcpzTAN1
SIVmnd3
SIVmnd1
SIVdrll
SIVrcm2
SIVrcm1
SIVsm3
HIV-2 B
HIV-2 A
SIVstm
SIVsm4
SIVsm1
SIVsm2
SIVmne
SIVmac1
SIVmac3
SIVmac2
SIVagmSab
SIVagmTan
SIVagmGri
SIVagmVer1
SIVagmVer2
SIVdeb
SIVden
SIVsyk1
SIVsyk2
SIVmon
SIVmus
SIVgsn1
SIVgsn2
SIVmnd4
SIVhoest
SIVsun
SIVcol
100
100
100
100
100
97
100
100
100
100
100
100
100
92
100
100
100
84
85
100
100
92
100
100
100
95
79
46
100
100
100
100
100
86
100
100
96
97
100
![Page 38: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/38.jpg)
Ortiz et al Mol Biol Evol 2009
![Page 39: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/39.jpg)
siRNA/shRNA screens for genes needed for siRNA/shRNA screens for genes needed for HIV replication in human cellsHIV replication in human cells
Brass et al. Science 2008.Konig et al. Cell 2008.Zhou et al. Cell Host Microbe 2008Jeung et al. J Biol Chem 2009.
• >1000 gene candidates• Only 3 genes common to at least three studies.• 38 genes common to 2 or more studies.• No restriction factors identified
![Page 40: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/40.jpg)
Nuclear poreNuclear pore
Mediator Mediator complexcomplex
NF-NF-kappa-Bkappa-B
Protein kinasesProtein kinases
Predicted interaction networks of genes identified as Predicted interaction networks of genes identified as HIV dependency factors in silencing screens and HIV dependency factors in silencing screens and
differentially expressed during HIV-1 infection.differentially expressed during HIV-1 infection.
ProteasomeProteasome
![Page 41: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/41.jpg)
![Page 42: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/42.jpg)
Putting it to work
LawLaw
EthicsEthics
MaterialsMaterials
EquipmentEquipment
AnalysisAnalysis
![Page 43: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/43.jpg)
![Page 44: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/44.jpg)
![Page 45: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/45.jpg)
Haas
![Page 46: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/46.jpg)
Transcriptomics ProteomicsImaging
Genotyping
![Page 47: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/47.jpg)
Mathematics, statistics and computer sciences
"Scientists have learned to expect everything from mathematicians short of actual help"John HAMMERSLEY, Bull Inst Math Appl 10, 235, 1974
![Page 48: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/48.jpg)
The role of the physician
• Identification of study phenotyes• Avoiding low-power, limited scope studies.• Bringing the best predictors to clinical use.
![Page 49: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/49.jpg)
<Stronger in seroprevalent<Stronger in seroprevalent Stronger in seroconverters>Stronger in seroconverters>
VIRAL LOAD GENETICSVIRAL LOAD GENETICS- Effect estimates in - Effect estimates in Genome-wide studies:Genome-wide studies:
Recruiting seroprevalent versus seroconverter individuals
![Page 50: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/50.jpg)
Final Conclusions
• The genetic basis of human susceptibility to HIV-1 susceptibility to infection includes common variants (probably known by now), and a undefined number of rare variants.
• Technological breakthroughs are not adequately supported by clinical cohorts.
![Page 51: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/51.jpg)
Will I ever use this knowledge?
1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004
HIV amplicorPCR
HBV vaccine
ErytrhopoeitinInsulineRecombinant technology
Rituximab
18 commercial MoAbs
First FDA approval
MoAB
Monoclonal Antibodies
Human genomics
![Page 52: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/52.jpg)
University of LausanneA Ciuffi M. Rotger M. OrtizS. ColomboUniversity Hospital BernA. RauchGenomics Platf. GenevaP. Descombes
Ragon InstituteP. McLarenP. De BakkerB. Walker
Duke UniversityJ. FellayK. Dang D. Goldstein
Pasteur InstituteL. Quintana-Murci
Carlos IIIC. Lopez GalindezC. Casado
IrsiCaixaJ. DalmauJ. Martinez-Picado
![Page 53: Aspectos genòmicos y factores de protecctiòn Amalio Telenti, University of Lausanne The next frontier](https://reader034.vdocuments.site/reader034/viewer/2022051516/56649e7d5503460f94b7f8ae/html5/thumbnails/53.jpg)