Systems and Population Genetics Group

Department of Computational Biology

University of Lausanne


Systems genetics

We are interested by the regulatory machinery controlling gene expression. We investigate it by analysing population scale multi-omics datasets (e.g. genomics, transcriptomics, epigenomics, proteomics) in which we use genetic variations as natural perturbations of the systems in order to unravel the interactions between molecular features (e.g. genes, regulatory elements, proteins).

Population genetics

We are also interested by characterizing how individuals are genetically related in a population. We look at this by identifying shared chromosome stretches (i.e. haplotypes) between individuals in a given population. To do so, we apply sophisticated statistical models in large scale genomics datasets containing up to millions of genetic variations typed and thousands of individuals.

Method Development

One leitmotiv in our research is the development of innovative computational methods to efficiently process and analyse large scale genomic datasets. We maintain multiple software that have been developed in previous work and that have been used in collaborative projects such as the 1000 Genomes project, UK biobank and GTEx.




QTLtools is a tool set for molecular QTL discovery and analysis. It allows to go from the raw sequence data to collection of molecular Quantitative Trait Loci (QTLs) in few easy-to-perform steps.



FastQTL is a fast QTL mapper for molecular phenotypes such as gene expression measured via RNA-seq. Used to map cis-eQTL in GTEx.



SHAPEIT is a fast and accurate method for estimation of haplotypes (aka phasing) from genotype or sequencing data. Used to infer haplotypes in 1000 Genomes, UK biobank and HRC.



GLIMPSE is a fast and accurate method for imputing haplotypes and genotypes from low-coverage sequencing data.

Group Members

Olivier Delaneau

SNSF professor

Diogo Ribeiro


Simone Rubinacci


Robin Hofmeister


Barbara Mota


Barbara Mota


Publications (copy/paste from PUBMED)

Google Scholar


Pan-cancer analysis of whole genomes.

ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium. Version 2. Nature. 2020 Feb;578(7793):82-93. doi: 10.1038/s41586-020-1969-6. Epub 2020 Feb 5. PMID: 32025007


Accurate, scalable and integrative haplotype estimation.

Delaneau O, Zagury JF, Robinson MR, Marchini JL, Dermitzakis ET.

Nat Commun. 2019 Nov 28;10(1):5436. doi: 10.1038/s41467-019-13225-y. PMID: 31780650 Free PMC article.


Chromatin three-dimensional interactions mediate genetic effects on gene expression.

Delaneau O, Zazhytska M, Borel C, Giannuzzi G, Rey G, Howald C, Kumar S, Ongen H, Popadin K, Marbach D, Ambrosini G, Bielser D, Hacker D, Romano L, Ribaux P, Wiederkehr M, Falconnet E, Bucher P, Bergmann S, Antonarakis SE, Reymond A, Dermitzakis ET.

Science. 2019 May 3;364(6439):eaat8266. doi: 10.1126/science.aat8266. PMID: 31048460


Expression estimation and eQTL mapping for HLA genes with a personalized pipeline.

Aguiar VRC, César J, Delaneau O, Dermitzakis ET, Meyer D.

PLoS Genet. 2019 Apr 22;15(4):e1008091. doi: 10.1371/journal.pgen.1008091. eCollection 2019 Apr. PMID: 31009447 Free PMC article.


A genome-wide association study of shared risk across psychiatric disorders implicates gene regulation during fetal neurodevelopment.

Schork AJ, Won H, Appadurai V, Nudel R, Gandal M, Delaneau O, Revsbech Christiansen M, Hougaard DM, Bækved-Hansen M, Bybjerg-Grauholm J, Giørtz Pedersen M, Agerbo E, Bøcker Pedersen C, Neale BM, Daly MJ, Wray NR, Nordentoft M, Mors O, Børglum AD, Bo Mortensen P, Buil A, Thompson WK, Geschwind DH, Werge T.

Nat Neurosci. 2019 Mar;22(3):353-361. doi: 10.1038/s41593-018-0320-0. Epub 2019 Jan 28. PMID: 30692689 Free PMC article.


The UK Biobank resource with deep phenotyping and genomic data.

Bycroft C, Freeman C, Petkova D, Band G, Elliott LT, Sharp K, Motyer A, Vukcevic D, Delaneau O, O'Connell J, Cortes A, Welsh S, Young A, Effingham M, McVean G, Leslie S, Allen N, Donnelly P, Marchini J.

Nature. 2018 Oct;562(7726):203-209. doi: 10.1038/s41586-018-0579-z. Epub 2018 Oct 10. PMID: 30305743 Free PMC article.


The effect of genetic variation on promoter usage and enhancer activity.

Garieri M, Delaneau O, Santoni F, Fish RJ, Mull D, Carninci P, Dermitzakis ET, Antonarakis SE, Fort A.

Nat Commun. 2017 Nov 7;8(1):1358. doi: 10.1038/s41467-017-01467-7. PMID: 29116076 Free PMC article.


Estimating the causal tissues for complex traits and diseases.

Ongen H, Brown AA, Delaneau O, Panousis NI, Nica AC; GTEx Consortium, Dermitzakis ET.

Nat Genet. 2017 Dec;49(12):1676-1683. doi: 10.1038/ng.3981. Epub 2017 Oct 23. PMID: 29058715


Predicting causal variants affecting expression by using whole-genome sequencing and RNA-seq from multiple human tissues.

Brown AA, Viñuela A, Delaneau O, Spector TD, Small KS, Dermitzakis ET.

Nat Genet. 2017 Dec;49(12):1747-1751. doi: 10.1038/ng.3979. Epub 2017 Oct 23. PMID: 29058714


Genetic effects on gene expression across human tissues.

GTEx Consortium; Laboratory, Data Analysis &Coordinating Center (LDACC)—Analysis Working Group; Statistical Methods groups—Analysis Working Group; Enhancing GTEx (eGTEx) groups; NIH Common Fund; NIH/NCI; NIH/NHGRI; NIH/NIMH; NIH/NIDA; Biospecimen Collection Source Site—NDRI; Biospecimen Collection Source Site—RPCI; Biospecimen Core Resource—VARI; Brain Bank Repository—University of Miami Brain Endowment Bank; Leidos Biomedical—Project Management; ELSI Study; Genome Browser Data Integration &Visualization—EBI; Genome Browser Data Integration &Visualization—UCSC Genomics Institute, University of California Santa Cruz; Lead analysts:; Laboratory, Data Analysis &Coordinating Center (LDACC):; NIH program management:; Biospecimen collection:; Pathology:; eQTL manuscript working group:, Battle A, Brown CD, Engelhardt BE, Montgomery SB.

Nature. 2017 Oct 11;550(7675):204-213. doi: 10.1038/nature24277. PMID: 29022597 Free PMC article.


A complete tool set for molecular QTL discovery and analysis.

Delaneau O, Ongen H, Brown AA, Fort A, Panousis NI, Dermitzakis ET.

Nat Commun. 2017 May 18;8:15452. doi: 10.1038/ncomms15452.

PMID: 28516912 Free PMC article.


MBV: a method to solve sample mislabeling and detect technical bias in large combined genotype and sequencing assay datasets.

Fort A, Panousis NI, Garieri M, Antonarakis SE, Lappalainen T, Dermitzakis ET, Delaneau O.

Bioinformatics. 2017 Jun 15;33(12):1895-1897. doi: 10.1093/bioinformatics/btx074.

PMID: 28186259 Free PMC article.


The Allelic Landscape of Human Blood Cell Trait Variation and Links to Common Complex Disease.

Astle WJ, Elding H, Jiang T, Allen D, Ruklisa D, Mann AL, Mead D, Bouman H, Riveros-Mckay F, Kostadima MA, Lambourne JJ, Sivapalaratnam S, Downes K, Kundu K, Bomba L, Berentsen K, Bradley JR, Daugherty LC, Delaneau O, Freson K, Garner SF, Grassi L, Guerrero J, Haimel M, Janssen-Megens EM, Kaan A, Kamat M, Kim B, Mandoli A, Marchini J, Martens JHA, Meacham S, Megy K, O'Connell J, Petersen R, Sharifi N, Sheard SM, Staley JR, Tuna S, van der Ent M, Walter K, Wang SY, Wheeler E, Wilder SP, Iotchkova V, Moore C, Sambrook J, Stunnenberg HG, Di Angelantonio E, Kaptoge S, Kuijpers TW, Carrillo-de-Santa-Pau E, Juan D, Rico D, Valencia A, Chen L, Ge B, Vasquez L, Kwan T, Garrido-Martín D, Watt S, Yang Y, Guigo R, Beck S, Paul DS, Pastinen T, Bujold D, Bourque G, Frontini M, Danesh J, Roberts DJ, Ouwehand WH, Butterworth AS, Soranzo N.

Cell. 2016 Nov 17;167(5):1415-1429.e19. doi: 10.1016/j.cell.2016.10.042. PMID: 27863252 Free PMC article.


Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells.

Chen L, Ge B, Casale FP, Vasquez L, Kwan T, Garrido-Martín D, Watt S, Yan Y, Kundu K, Ecker S, Datta A, Richardson D, Burden F, Mead D, Mann AL, Fernandez JM, Rowlston S, Wilder SP, Farrow S, Shao X, Lambourne JJ, Redensek A, Albers CA, Amstislavskiy V, Ashford S, Berentsen K, Bomba L, Bourque G, Bujold D, Busche S, Caron M, Chen SH, Cheung W, Delaneau O, Dermitzakis ET, Elding H, Colgiu I, Bagger FO, Flicek P, Habibi E, Iotchkova V, Janssen-Megens E, Kim B, Lehrach H, Lowy E, Mandoli A, Matarese F, Maurano MT, Morris JA, Pancaldi V, Pourfarzad F, Rehnstrom K, Rendon A, Risch T, Sharifi N, Simon MM, Sultan M, Valencia A, Walter K, Wang SY, Frontini M, Antonarakis SE, Clarke L, Yaspo ML, Beck S, Guigo R, Rico D, Martens JHA, Ouwehand WH, Kuijpers TW, Paul DS, Stunnenberg HG, Stegle O, Downes K, Pastinen T, Soranzo N.

Cell. 2016 Nov 17;167(5):1398-1414.e24. doi: 10.1016/j.cell.2016.10.026. PMID: 27863251 Free PMC article.


A reference panel of 64,976 haplotypes for genotype imputation.

McCarthy S, Das S, Kretzschmar W, Delaneau O, Wood AR, Teumer A, Kang HM, Fuchsberger C, Danecek P, Sharp K, Luo Y, Sidore C, Kwong A, Timpson N, Koskinen S, Vrieze S, Scott LJ, Zhang H, Mahajan A, Veldink J, Peters U, Pato C, van Duijn CM, Gillies CE, Gandin I, Mezzavilla M, Gilly A, Cocca M, Traglia M, Angius A, Barrett JC, Boomsma D, Branham K, Breen G, Brummett CM, Busonero F, Campbell H, Chan A, Chen S, Chew E, Collins FS, Corbin LJ, Smith GD, Dedoussis G, Dorr M, Farmaki AE, Ferrucci L, Forer L, Fraser RM, Gabriel S, Levy S, Groop L, Harrison T, Hattersley A, Holmen OL, Hveem K, Kretzler M, Lee JC, McGue M, Meitinger T, Melzer D, Min JL, Mohlke KL, Vincent JB, Nauck M, Nickerson D, Palotie A, Pato M, Pirastu N, McInnis M, Richards JB, Sala C, Salomaa V, Schlessinger D, Schoenherr S, Slagboom PE, Small K, Spector T, Stambolian D, Tuke M, Tuomilehto J, Van den Berg LH, Van Rheenen W, Volker U, Wijmenga C, Toniolo D, Zeggini E, Gasparini P, Sampson MG, Wilson JF, Frayling T, de Bakker PI, Swertz MA, McCarroll S, Kooperberg C, Dekker A, Altshuler D, Willer C, Iacono W, Ripatti S, Soranzo N, Walter K, Swaroop A, Cucca F, Anderson CA, Myers RM, Boehnke M, McCarthy MI, Durbin R; Haplotype Reference Consortium.

Nat Genet. 2016 Oct;48(10):1279-83. doi: 10.1038/ng.3643. Epub 2016 Aug 22. PMID: 27548312 Free PMC article.


Haplotype estimation for biobank-scale data sets.

O'Connell J, Sharp K, Shrine N, Wain L, Hall I, Tobin M, Zagury JF, Delaneau O*, Marchini J*.

Nat Genet. 2016 Jul;48(7):817-20. doi: 10.1038/ng.3583. Epub 2016 Jun 6. PMID: 27270105 Free PMC article.


Phasing for medical sequencing using rare variants and large haplotype reference panels.

Sharp K, Kretzschmar W, Delaneau O, Marchini J.

Bioinformatics. 2016 Jul 1;32(13):1974-80. doi: 10.1093/bioinformatics/btw065. Epub 2016 Feb 27. PMID: 27153703 Free PMC article.


Fast and efficient QTL mapper for thousands of molecular phenotypes.

Ongen H, Buil A, Brown AA, Dermitzakis ET, Delaneau O.

Bioinformatics. 2016 May 15;32(10):1479-85. doi: 10.1093/bioinformatics/btv722. Epub 2015 Dec 26. PMID: 26708335 Free PMC article.


A global reference for human genetic variation.

1000 Genomes Project Consortium, Auton A, Brooks LD, Durbin RM, Garrison EP, Kang HM, Korbel JO, Marchini JL, McCarthy S, McVean GA, Abecasis GR.

Nature. 2015 Oct 1;526(7571):68-74. doi: 10.1038/nature15393. PMID: 26432245 Free PMC article.


Novel insights into the genetics of smoking behaviour, lung function, and chronic obstructive pulmonary disease (UK BiLEVE): a genetic association study in UK Biobank.

Wain LV, Shrine N, Miller S, Jackson VE, Ntalla I, Soler Artigas M, Billington CK, Kheirallah AK, Allen R, Cook JP, Probert K, Obeidat M, Bossé Y, Hao K, Postma DS, Paré PD, Ramasamy A; UK Brain Expression Consortium (UKBEC), Mägi R, Mihailov E, Reinmaa E, Melén E, O'Connell J, Frangou E, Delaneau O; OxGSK Consortium, Freeman C, Petkova D, McCarthy M, Sayers I, Deloukas P, Hubbard R, Pavord I, Hansell AL, Thomson NC, Zeggini E, Morris AP, Marchini J, Strachan DP, Tobin MD, Hall IP.

Lancet Respir Med. 2015 Oct;3(10):769-81. doi: 10.1016/S2213-2600(15)00283-0. Epub 2015 Sep 27. PMID: 26423011 Free PMC article.


Identification of Genes Whose Expression Profile Is Associated with Non-Progression towards AIDS Using eQTLs.

Spadoni JL, Rucart P, Le Clerc S, van Manen D, Coulonges C, Ulveling D, Laville V, Labib T, Taing L, Delaneau O, Montes M, Schuitemaker H, Noirel J, Zagury JF.

PLoS One. 2015 Sep 14;10(9):e0136989. doi: 10.1371/journal.pone.0136989. eCollection 2015.

PMID: 26367535 Free PMC article.


Population Variation and Genetic Control of Modular Chromatin Architecture in Humans.

Waszak SM*, Delaneau O*, Gschwind AR, Kilpinen H, Raghav SK, Witwicki RM, Orioli A, Wiederkehr M, Panousis NI, Yurovsky A, Romano-Palumbo L, Planchon A, Bielser D, Padioleau I, Udin G, Thurnheer S, Hacker D, Hernandez N, Reymond A, Deplancke B, Dermitzakis ET.

Cell. 2015 Aug 27;162(5):1039-50. doi: 10.1016/j.cell.2015.08.001. Epub 2015 Aug 20. PMID: 26300124


Integrating sequence and array data to create an improved 1000 Genomes Project haplotype reference panel.

Delaneau O, Marchini J; 1000 Genomes Project Consortium; 1000 Genomes Project Consortium.

Nat Commun. 2014 Jun 13;5:3934. doi: 10.1038/ncomms4934. PMID: 25653097 Free PMC article.


Biased allelic expression in human primary fibroblast single cells.

Borel C, Ferreira PG, Santoni F, Delaneau O, Fort A, Popadin KY, Garieri M, Falconnet E, Ribaux P, Guipponi M, Padioleau I, Carninci P, Dermitzakis ET, Antonarakis SE.

Am J Hum Genet. 2015 Jan 8;96(1):70-80. doi: 10.1016/j.ajhg.2014.12.001. Epub 2014 Dec 31. PMID: 25557783 Free PMC article.


Evidence after imputation for a role of MICA variants in nonprogression and elite control of HIV type 1 infection.

Le Clerc S, Delaneau O, Coulonges C, Spadoni JL, Labib T, Laville V, Ulveling D, Noirel J, Montes M, Schächter F, Caillat-Zucman S, Zagury JF.

J Infect Dis. 2014 Dec 15;210(12):1946-50. doi: 10.1093/infdis/jiu342. Epub 2014 Jun 16.

PMID: 24939907


A general approach for haplotype phasing across the full spectrum of relatedness.

O'Connell J, Gurdasani D, Delaneau O, Pirastu N, Ulivi S, Cocca M, Traglia M, Huang J, Huffman JE, Rudan I, McQuillan R, Fraser RM, Campbell H, Polasek O, Asiki G, Ekoru K, Hayward C, Wright AF, Vitart V, Navarro P, Zagury JF, Wilson JF, Toniolo D, Gasparini P, Soranzo N, Sandhu MS, Marchini J.

PLoS Genet. 2014 Apr 17;10(4):e1004234. doi: 10.1371/journal.pgen.1004234. eCollection 2014 Apr. PMID: 24743097 Free PMC article.


Haplotype estimation using sequencing reads.

Delaneau O, Howie B, Cox AJ, Zagury JF, Marchini J.

Am J Hum Genet. 2013 Oct 3;93(4):687-96. doi: 10.1016/j.ajhg.2013.09.002. PMID: 24094745 Free PMC article.


Association study of common genetic variants and HIV-1 acquisition in 6,300 infected cases and 7,200 controls.

McLaren PJ, Coulonges C, Ripke S, van den Berg L, Buchbinder S, Carrington M, Cossarizza A, Dalmau J, Deeks SG, Delaneau O, De Luca A, Goedert JJ, Haas D, Herbeck JT, Kathiresan S, Kirk GD, Lambotte O, Luo M, Mallal S, van Manen D, Martinez-Picado J, Meyer L, Miro JM, Mullins JI, Obel N, O'Brien SJ, Pereyra F, Plummer FA, Poli G, Qi Y, Rucart P, Sandhu MS, Shea PR, Schuitemaker H, Theodorou I, Vannberg F, Veldink J, Walker BD, Weintrob A, Winkler CA, Wolinsky S, Telenti A, Goldstein DB, de Bakker PI, Zagury JF, Fellay J.

PLoS Pathog. 2013;9(7):e1003515. doi: 10.1371/journal.ppat.1003515. Epub 2013 Jul 25. PMID: 23935489 Free PMC article.


Improved whole-chromosome phasing for disease and population genetic studies.

Delaneau O, Zagury JF, Marchini J.

Nat Methods. 2013 Jan;10(1):5-6. doi: 10.1038/nmeth.2307. PMID: 23269371 No abstract available.


A genome-wide association study in Caucasian women points out a putative role of the STXBP5L gene in facial photoaging.

Le Clerc S, Taing L, Ezzedine K, Latreille J, Delaneau O, Labib T, Coulonges C, Bernard A, Melak S, Carpentier W, Malvy D, Jdid R, Galan P, Hercberg S, Morizot F, Guinot C, Tschachler E, Zagury JF.

J Invest Dermatol. 2013 Apr;133(4):929-35. doi: 10.1038/jid.2012.458. Epub 2012 Dec 6. PMID: 23223146


An integrated map of genetic variation from 1,092 human genomes.

1000 Genomes Project Consortium, Abecasis GR, Auton A, Brooks LD, DePristo MA, Durbin RM, Handsaker RE, Kang HM, Marth GT, McVean GA.

Nature. 2012 Nov 1;491(7422):56-65. doi: 10.1038/nature11632. PMID: 23128226 Free PMC article.


Haplotype inference.

Delaneau O, Zagury JF.

Methods Mol Biol. 2012;888:177-96. doi: 10.1007/978-1-61779-870-2_11.

PMID: 22665282


Multicohort genomewide association study reveals a new signal of protection against HIV-1 acquisition.

Limou S*, Delaneau O*, van Manen D, An P, Sezgin E, Le Clerc S, Coulonges C, Troyer JL, Veldink JH, van den Berg LH, Spadoni JL, Taing L, Labib T, Montes M, Delfraissy JF, Schachter F, O'Brien SJ, Buchbinder S, van Natta ML, Jabs DA, Froguel P, Schuitemaker H, Winkler CA, Zagury JF.

J Infect Dis. 2012 Apr 1;205(7):1155-62. doi: 10.1093/infdis/jis028. Epub 2012 Feb 23. PMID: 22362864 Free PMC article.


A linear complexity phasing method for thousands of genomes.

Delaneau O, Marchini J, Zagury JF.

Nat Methods. 2011 Dec 4;9(2):179-81. doi: 10.1038/nmeth.1785. PMID: 22138821


Genome-wide association scan in HIV-1-infected individuals identifying variants influencing disease course.

van Manen D, Delaneau O, Kootstra NA, Boeser-Nunnink BD, Limou S, Bol SM, Burger JA, Zwinderman AH, Moerland PD, van 't Slot R, Zagury JF, van 't Wout AB, Schuitemaker H.

PLoS One. 2011;6(7):e22208. doi: 10.1371/journal.pone.0022208. Epub 2011 Jul 21.

PMID: 21811574 Free PMC article.


CD39/adenosine pathway is involved in AIDS progression.

Nikolova M, Carriere M, Jenabian MA, Limou S, Younas M, Kök A, Huë S, Seddiki N, Hulin A, Delaneau O, Schuitemaker H, Herbeck JT, Mullins JI, Muhtarova M, Bensussan A, Zagury JF, Lelievre JD, Lévy Y.

PLoS Pathog. 2011 Jul;7(7):e1002110. doi: 10.1371/journal.ppat.1002110. Epub 2011 Jul 7. PMID: 21750674 Free PMC article.


Genome-wide association study implicates PARD3B-based AIDS restriction.

Troyer JL, Nelson GW, Lautenberger JA, Chinn L, McIntosh C, Johnson RC, Sezgin E, Kessing B, Malasky M, Hendrickson SL, Li G, Pontius J, Tang M, An P, Winkler CA, Limou S, Le Clerc S, Delaneau O, Zagury JF, Schuitemaker H, van Manen D, Bream JH, Gomperts ED, Buchbinder S, Goedert JJ, Kirk GD, O'Brien SJ.

J Infect Dis. 2011 May 15;203(10):1491-502. doi: 10.1093/infdis/jir046. PMID: 21502085 Free PMC article.


Screening low-frequency SNPS from genome-wide association study reveals a new risk allele for progression to AIDS.

Le Clerc S, Coulonges C, Delaneau O, Van Manen D, Herbeck JT, Limou S, An P, Martinson JJ, Spadoni JL, Therwath A, Veldink JH, van den Berg LH, Taing L, Labib T, Mellak S, Montes M, Delfraissy JF, Schächter F, Winkler C, Froguel P, Mullins JI, Schuitemaker H, Zagury JF.

J Acquir Immune Defic Syndr. 2011 Mar 1;56(3):279-84. doi: 10.1097/QAI.0b013e318204982b. PMID: 21107268 Free PMC article.


Multiple-cohort genetic association study reveals CXCR6 as a new chemokine receptor involved in long-term nonprogression to AIDS.

Limou S, Coulonges C, Herbeck JT, van Manen D, An P, Le Clerc S, Delaneau O, Diop G, Taing L, Montes M, van't Wout AB, Gottlieb GS, Therwath A, Rouzioux C, Delfraissy JF, Lelièvre JD, Lévy Y, Hercberg S, Dina C, Phair J, Donfield S, Goedert JJ, Buchbinder S, Estaquier J, Schächter F, Gut I, Froguel P, Mullins JI, Schuitemaker H, Winkler C, Zagury JF.

J Infect Dis. 2010 Sep 15;202(6):908-15. doi: 10.1086/655782. PMID: 20704485 Free PMC article.


Genomewide association study of a rapid progression cohort identifies new susceptibility alleles for AIDS (ANRS Genomewide Association Study 03).

Le Clerc S, Limou S, Coulonges C, Carpentier W, Dina C, Taing L, Delaneau O, Labib T, Sladek R; ANRS Genomic Group, Deveau C, Guillemain H, Ratsimandresy R, Montes M, Spadoni JL, Therwath A, Schächter F, Matsuda F, Gut I, Lelièvre JD, Lévy Y, Froguel P, Delfraissy JF, Hercberg S, Zagury JF.

J Infect Dis. 2009 Oct 15;200(8):1194-201. doi: 10.1086/605892. PMID: 19754311


Genomewide association study of an AIDS-nonprogression cohort emphasizes the role played by HLA genes (ANRS Genomewide Association Study 02).

Limou S, Le Clerc S, Coulonges C, Carpentier W, Dina C, Delaneau O, Labib T, Taing L, Sladek R, Deveau C, Ratsimandresy R, Montes M, Spadoni JL, Lelièvre JD, Lévy Y, Therwath A, Schächter F, Matsuda F, Gut I, Froguel P, Delfraissy JF, Hercberg S, Zagury JF; ANRS Genomic Group.

J Infect Dis. 2009 Feb 1;199(3):419-26. doi: 10.1086/596067. PMID: 19115949


Shape-IT: new rapid and accurate algorithm for haplotype inference.

Delaneau O, Coulonges C, Zagury JF.

BMC Bioinformatics. 2008 Dec 16;9:540. doi: 10.1186/1471-2105-9-540. PMID: 19087329 Free PMC article.


ISHAPE: new rapid and accurate software for haplotyping.

Delaneau O, Coulonges C, Boelle PY, Nelson G, Spadoni JL, Zagury JF.

BMC Bioinformatics. 2007 Jun 15;8:205. doi: 10.1186/1471-2105-8-205. PMID: 17573965 Free PMC article.


Computation of haplotypes on SNPs subsets: advantage of the "global method".

Coulonges C*, Delaneau O*, Girard M, Do H, Adkins R, Spadoni JL, Zagury JF.

BMC Genet. 2006 Oct 26;7:50. doi: 10.1186/1471-2156-7-50.

PMID: 17067372 Free PMC article.

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