Preprints
Wilson SB;  Vanslambrouck JM;  Murphy A;  Neavin DR;  Powell JE;  Howden SE;  Little MH, 2025, Classification of indeterminate and off-target cell types within human kidney organoid differentiation, http://dx.doi.org/10.1101/2025.05.16.654519
Muskovic W;  Zaman A;  Pandya M;  Holton E;  Chan C-L;  McCloy RA;  Arora H;  Chin VT;  Powell JE, 2024, Adult-type diffuse gliomas share recurring cell states driven by a common astrocyte-like glioma stem cell population, http://dx.doi.org/10.1101/2024.06.13.598923
Chin VT;  Muskovic W;  McCloy RA;  Neavin DR;  Alquicira-Hernandez J;  Arora H;  Senabouth A;  Keith P;  Spenceley E;  Murphy A;  Kaczorowski D;  Floros P;  Earls P;  Leavers B;  Crawford J;  Gallagher R;  Powell JE, 2024, Protein Translation Dysregulation and Immune Cell Evasion Define Metastatic Clones in HPV-related Cancer of the Oropharynx, http://dx.doi.org/10.1101/2024.04.15.589624
Rumker L;  Sakaue S;  Reshef Y;  Kang JB;  Yazar S;  Alquicira-Hernandez J;  Valencia C;  Lagattuta KA;  Mah-Som A;  Nathan A;  Powell JE;  Loh P-R;  Raychaudhuri S, 2023, Identifying genetic variants that influence the abundance of cell states in single-cell data., http://dx.doi.org/10.1101/2023.11.13.566919
Greatbatch CJ;  Lu Q;  Hung S;  Wing K;  Liang H;  Han X;  Zhou T;  Siggs OM;  Mackey DA;  Cook AL;  Senabouth A;  Liu G-S;  Craig JE;  MacGregor S;  Powell JE;  Hewitt AW, 2023, High throughput functional profiling of genes at intraocular pressure loci reveals distinct networks for glaucoma, http://dx.doi.org/10.1101/2023.07.10.548340
Shen S;  Werner T;  Lukowski SW;  Andersen S;  Sun Y;  Shim WJ;  Mizikovsky D;  Kobayashi S;  Outhwaite J;  Chiu HS;  Chen X;  Chapman G;  Martin EMMA;  Xia D;  Pham D;  Su Z;  Kim D;  Yang P;  Tan MC;  Sinniah E;  Zhao Q;  Negi S;  Redd MA;  Powell JE;  Dunwoodie SL;  Tam PPL;  Bodén M;  Ho JWK;  Nguyen Q;  Palpant NJ, 2022, A pluripotent stem cell atlas of multilineage differentiation revealsTMEM88as a developmental regulator of mammalian blood pressure, http://dx.doi.org/10.1101/2022.10.12.511862
Maksimovic J;  Shanthikumar S;  Howitt G;  Hickey PF;  Ho W;  Anttila C;  Brown DV;  Senabouth A;  Kaczorowski D;  Amann-Zalcenstein D;  Powell JE;  Ranganathan SC;  Oshlack A;  Neeland MR, 2022, Single-cell atlas of bronchoalveolar lavage from preschool cystic fibrosis reveals new cell phenotypes, http://dx.doi.org/10.1101/2022.06.17.496207
Luecken M;  Sikkema L;  Strobl D;  Zappia L;  Madissoon E;  Markov N;  Zaragosi L-E;  Ansari M;  Arguel M-J;  Apperloo L;  Becavin C;  Berg M;  Chichelnitskiy E;  Chung M-I;  Collin A;  Gay A;  Kashani BH;  Jain M;  Kapellos T;  Kole T;  Mayr C;  von Papen M;  Peter L;  Ramírez-Suástegui C;  Schniering J;  Taylor C;  Walzthoeni T;  Xu C;  Bui L;  de Donno C;  Dony L;  Guo M;  Gutierrez A;  Heumos L;  Huang N;  Río IID;  Jackson N;  Murthy PKL;  Lotfollahi M;  Tabib T;  Talavera-Lopez C;  Travaglini K;  Wilbrey-Clark A;  Worlock K;  Yoshida M;  Desai T;  Rozenblatt-Rosen O;  Falk C;  Kaminski N;  Krasnow M;  Lafyatis R;  Nikolic M;  Powell J;  Rajagopal J;  Seibold M;  Sheppard D;  Shepherd D;  Teichmann S;  Tsankov A;  Whitsett J;  Xu Y;  Banovich N;  Barbry P;  Duong T;  Meyer K;  Kropski J;  Pe'er D;  Schiller H;  Tata PR;  Schultze J;  Berge MVD;  Chen Y;  Hagood J;  Hassan A;  Horvath P;  Lundeberg J;  Leroy S;  Marquette C;  Pryhuber G;  Samakovlis C;  Sun X;  Ware L;  Zhang K;  Misharin A;  Nawijn M;  Theis F, 2022, An integrated cell atlas of the human lung in health and disease, http://dx.doi.org/10.21203/rs.3.rs-1438584/v1
Neavin D;  Senabouth A;  Hang Lee JT;  Ripoll A;  Franke L;  Prabhakar S;  Ye CJ;  McCarthy DJ;  Melé M;  Hemberg M;  Powell JE, 2022, Demuxafy: Improvement in droplet assignment by integrating multiple single-cell demultiplexing and doublet detection methods, http://dx.doi.org/10.1101/2022.03.07.483367
Grimm L;  Mason E;  Yu O;  Dudczig S;  Panara V;  Chen T;  Bower NI;  Paterson S;  Okuda K;  Galeano MR;  Kobayashi S;  Senabouth A;  Lagendijk AK;  Powell J;  Smith KA;  Koltowska K;  Hogan BM, 2022, Single cell analysis of lymphatic endothelial cell fate specification and differentiation during zebrafish development, http://dx.doi.org/10.1101/2022.02.10.479999
Xue A;  Yazar S;  Neavin D;  Powell J, 2022, Pitfalls and opportunities for applying PEER factors in single-cell eQTL analyses, http://dx.doi.org/10.1101/2022.08.02.502566
Phipson B;  Sim CB;  Porrello ER;  Hewitt AW;  Powell J;  Oshlack A, 2021, propeller: testing for differences in cell type proportions in single cell data, http://dx.doi.org/10.1101/2021.11.28.470236
Patel B;  Kleeman SO;  Neavin D;  Powell J;  Baskozos G;  Ng M;  Ahmed W-U-R;  Bennett DL;  Schmid A;  Furniss D;  Wiberg A, 2021, DIRC3-IGFBP5 is a shared genetic risk locus and therapeutic target for carpal tunnel syndrome and trigger finger, http://dx.doi.org/10.1101/2021.10.07.21264697
Neavin DR;  Steinmann AM;  Chiu HS;  Daniszewski MS;  Moutinho C;  Chan C-L;  Tyebally M;  Gnanasambandapillai V;  Lam CE;  Nguyen U;  Hernández D;  Lidgerwood GE;  Hewitt AW;  Pébay A;  Palpant NJ;  Powell JE, 2021, Village in a dish: a model system for population-scale hiPSC studies, http://dx.doi.org/10.1101/2021.08.19.457030
Muskovic W;  Powell JE, 2021, DropletQC: improved identification of empty droplets and damaged cells in single-cell RNA-seq data, http://dx.doi.org/10.1101/2021.08.02.454717
Talenti A;  Powell J;  Hemmink JD;  Cook EAJ;  Wragg D;  Jayaraman S;  Paxton E;  Ezeasor C;  Obishakin ET;  Agusi ER;  Tijjani A;  Marshall K;  Fisch A;  Ferreira B;  Qasim A;  Chaudhry UN;  Wiener P;  P. T;  Morrison LJ;  Connelley T;  Prendergast J, 2021, A cattle graph genome incorporating global breed diversity, http://dx.doi.org/10.1101/2021.06.23.449389
Wilson SB;  Howden SE;  Vanslambrouck JM;  Dorison A;  Alquicira-Hernandez J;  Powell JE;  Little MH, 2021, DevKidCC allows for robust classification and direct comparisons of kidney organoid datasets, http://dx.doi.org/10.1101/2021.01.20.427346
Daniszewski M;  Senabouth A;  Liang H;  Han X;  Lidgerwood G;  Hernández D;  Sivakumaran P;  Clarke J;  Lim S;  Lees J;  Rooney L;  Gulluyan L;  Souzeau E;  Graham S;  Chan C-L;  Nguyen U;  Farbehi N;  Gnanasambandapillai V;  McCloy R;  Clarke L;  Kearns L;  Mackey D;  Craig J;  MacGregor S;  Powell J;  Pébay A;  Hewitt A, 2021, Retinal ganglion cell-specific genetic regulation in primary open angle glaucoma, http://dx.doi.org/10.1101/2021.07.14.452417
Senabouth A;  Daniszewski M;  Lidgerwood G;  Liang H;  Hernández D;  Mirzaei M;  Zhang R;  Han X;  Neavin D;  Rooney L;  Sanchez IL;  Gulluyan L;  Paulo J;  Clarke L;  Kearns L;  Gnanasambandapillai V;  Chan C-L;  Nguyen U;  Steinmann A;  Zekanovic R;  Farbehi N;  Gupta V;  Mackey D;  Bylsma G;  Verma N;  MacGregor S;  Guymer R;  Powell J;  Hewitt A;  Pébay A, 2021, Transcriptomic and proteomic retinal pigment epithelium signatures of age-related macular degeneration, http://dx.doi.org/10.1101/2021.08.19.457044
Nieto P;  Elosua-Bayes M;  Trincado JL;  Marchese D;  Massoni-Badosa R;  Salvany M;  Henriques A;  Mereu E;  Moutinho C;  Ruiz S;  Lorden P;  Chin VT;  Kaczorowski D;  Chan C-L;  Gallagher R;  Chou A;  Planas-Rigol E;  Rubio-Perez C;  Gut I;  Piulats JM;  Seoane J;  Powell JE;  Batlle E;  Heyn H, 2020, A Single-Cell Tumor Immune Atlas for Precision Oncology, http://dx.doi.org/10.1101/2020.10.26.354829
Alquicira-Hernandez J;  Powell JE, 2020, Nebulosarecovers single cell gene expression signals by kernel density estimation, http://dx.doi.org/10.1101/2020.09.29.315879
Alquicira-Hernandez J;  Powell JE;  Phan TG, 2020, No evidence that plasmablasts transdifferentiate into developing neutrophils in severe COVID-19 disease, http://dx.doi.org/10.1101/2020.09.27.312538
Neavin D;  Nguyen Q;  Daniszewski MS;  Liang HH;  Chiu HS;  Senabouth A;  Lukowski SW;  Crombie DE;  Lidgerwood GE;  Hernández D;  Vickers JC;  Cook AL;  Palpant NJ;  Pébay A;  Hewitt AW;  Powell JE, 2020, Single cell eQTL analysis identifies cell type-specific genetic control of gene expression in fibroblasts and reprogrammed induced pluripotent stem cells, http://dx.doi.org/10.1101/2020.06.21.163766
Wu S;  Roden D;  Al-Eryani G;  Bartonicek N;  Harvey K;  Cazet A;  Chan C-L;  Junankar S;  Hui M;  Millar E;  Beretov J;  Horvath L;  Joshua A;  Stricker P;  Wilmott J;  Quek C;  Long G;  Scolyer R;  Yeung B;  Segara D;  Mak C;  Warrier S;  Powell J;  O'Toole S;  Lim E;  Swarbrick A, 2020, Cryopreservation of human cancers conserves tumour heterogeneity for single-cell multi-omics analysis, http://dx.doi.org/10.1101/2020.06.04.135277
Wu S;  Roden D;  Wang C;  Holliday H;  Harvey K;  Cazet A;  Murphy K;  Pereira B;  Al-Eryani G;  Bartonicek N;  Hou R;  Torpy J;  Junankar S;  Chan C-L;  Lam E;  Hui M;  Gluch L;  Beith J;  Parker A;  Robbins E;  Segara D;  Mak C;  Cooper C;  Warrier S;  Forrest A;  Powell J;  O’Toole S;  Cox T;  Timpson P;  Lim E;  Liu S;  Swarbrick A, 2020, Single-cell analysis reveals diverse stromal subsets associated with immune evasion in triple-negative breast cancer, http://dx.doi.org/10.1101/2020.06.04.135327
Engel JA;  Lee HJ;  Williams CG;  Kuns R;  Olver S;  Lansink LIM;  Soon MSF;  Andersen SB;  Powell JE;  Svensson V;  Teichmann SA;  Hill GR;  Varelias A;  Koyama M;  Haque A, 2020, Single-cell transcriptomics of allo-reactive CD4+T cells over time reveals divergent fates during gut GVHD, http://dx.doi.org/10.1101/2020.03.08.978239
Cobos FA;  Alquicira-Hernandez J;  Powell J;  Mestdagh P;  De Preter K, 2020, Comprehensive benchmarking of computational deconvolution of transcriptomics data, http://dx.doi.org/10.1101/2020.01.10.897116
Lidgerwood GE;  Senabouth A;  Smith-Anttila CJA;  Gnanasambandapillai V;  Kaczorowski DC;  Amann-Zalcenstein D;  Fletcher EL;  Naik SH;  Hewitt AW;  Powell JE;  Pébay A, 2019, Transcriptomic Profiling of Human Pluripotent Stem Cell-Derived Retinal Pigment Epithelium Over Time, http://dx.doi.org/10.1101/842328
van der Wijst MGP;  de Vries DH;  Groot HE;  Trynka G;  Hon C-C;  Nawijn MC;  Idaghdour Y;  van der Harst P;  Ye CJ;  Powell J;  Theis FJ;  Mahfouz A;  Heinig M;  Franke L, 2019, Single-cell eQTLGen Consortium: a personalized understanding of disease, http://dx.doi.org/10.48550/arxiv.1909.12550
Xu J;  Falconer C;  Nguyen Q;  Crawford J;  McKinnon BD;  Mortlock S;  Pébay A;  Hewitt AW;  Senabouth A;  Andersen S;  Palpant N;  Chiu HS;  Montgomery GW;  Powell J;  Coin L, 2019, Genotype-free demultiplexing of pooled single-cell RNA-seq, http://dx.doi.org/10.1101/570614
Senabouth A;  Andersen S;  Shi Q;  Shi L;  Liu P;  Jiang F;  Zhang W;  Wing K;  Daniszewski M;  Lukowski SW;  Hung SSC;  Nguyen Q;  Fink L;  Beckhouse A;  Jiang H;  Pébay A;  Hewitt AW;  Powell JE, 2019, Comparative performance of the BGI and Illumina sequencing technology for single-cell RNA-sequencing, http://dx.doi.org/10.1101/552588
Wang H;  Zhang F;  Zeng J;  Wu Y;  Kemper KE;  Xue A;  Zhang M;  Powell JE;  Goddard ME;  Wray NR;  Visscher PM;  McRae AF;  Yang J, 2019, Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK Biobank, http://dx.doi.org/10.1101/519538
Pinese M;  Lacaze P;  Rath E;  Stone A;  Brion M-J;  Ameur A;  Nagpal S;  Puttick C;  Husson S;  Degrave D;  Navin Cristina T;  Silva Kahl V;  Statham A;  Woods R;  McNeil J;  Riaz M;  Barr M;  Nelson M;  Reid C;  Murray A;  Shah R;  Wolfe R;  Atkins J;  Fitzsimmons C;  Cairns H;  Green M;  Carr V;  Cowley M;  Pickett H;  James P;  Powell J;  Kaplan W;  Gibson G;  Gyllensten U;  Cairns M;  McNamara M;  Dinger M;  Thomas D, 2018, The Medical Genome Reference Bank: Whole genomes and phenotype of 2,570 healthy elderly, http://dx.doi.org/10.1101/473348
Võsa U;  Claringbould A;  Westra H-J;  Bonder MJ;  Deelen P;  Zeng B;  Kirsten H;  Saha A;  Kreuzhuber R;  Kasela S;  Pervjakova N;  Alvaes I;  Fave M-J;  Agbessi M;  Christiansen M;  Jansen R;  Seppälä I;  Tong L;  Teumer A;  Schramm K;  Hemani G;  Verlouw J;  Yaghootkar H;  Sönmez R;  Brown A;  Kukushkina V;  Kalnapenkis A;  Rüeger S;  Porcu E;  Kronberg-Guzman J;  Kettunen J;  Powell J;  Lee B;  Zhang F;  Arindrarto W;  Beutner F;  Brugge H;  Dmitreva J;  Elansary M;  Fairfax BP;  Georges M;  Heijmans BT;  Kähönen M;  Kim Y;  Knight JC;  Kovacs P;  Krohn K;  Li S;  Loeffler M;  Marigorta UM;  Mei H;  Momozawa Y;  Müller-Nurasyid M;  Nauck M;  Nivard M;  Penninx B;  Pritchard J;  Raitakari O;  Rotzchke O;  Slagboom EP;  Stehouwer CDA;  Stumvoll M;  Sullivan P;  Hoen PACT;  Thiery J;  Tönjes A;  van Dongen J;  van Iterson M;  Veldink J;  Völker U;  Wijmenga C;  Swertz M;  Andiappan A;  Montgomery GW;  Ripatti S;  Perola M;  Kutalik Z;  Dermitzakis E;  Bergmann S;  Frayling T;  van Meurs J;  Prokisch H;  Ahsan H;  Pierce B;  Lehtimäki T;  Boomsma D;  Psaty BM;  Gharib SA;  Awadalla P;  Milani L;  Ouwehand W;  Downes K;  Stegle O;  Battle A;  Yang J;  Visscher PM;  Scholz M;  Gibson G;  Esko T;  Franke L, 2018, Unraveling the polygenic architecture of complex traits using blood eQTL metaanalysis, http://dx.doi.org/10.1101/447367
Lukowski SW;  Lo CY;  Sharov A;  Nguyen QH;  Fang L;  Hung SSC;  Zhu L;  Zhang T;  Nguyen T;  Senabouth A;  Jabbari JS;  Welby E;  Sowden JC;  Waugh HS;  Mackey A;  Pollock G;  Lamb TD;  Wang P-Y;  Hewitt AW;  Gillies M;  Powell JE;  Wong RCB, 2018, Generation of human neural retina transcriptome atlas by single cell RNA sequencing, http://dx.doi.org/10.1101/425223
Alquicira-Hernández J;  Sathe A;  Ji HP;  Nguyen Q;  Powell JE, 2018, scPred: Cell type prediction at single-cell resolution, http://dx.doi.org/10.1101/369538
De Smit E;  Lukowski SW;  Anderson L;  Senabouth A;  Dauyey K;  Song S;  Wyse B;  Wheeler L;  Chen CY;  Cao K;  Yuen AWT;  Shuey N;  Clarke L;  Sanchez IL;  Hung SSC;  Pébay A;  Mackey DA;  Brown MA;  Hewitt AW;  Powell JE, 2018, Longitudinal expression profiling of CD4+ and CD8+ cells in patients with active to quiescent Giant Cell Arteritis, http://dx.doi.org/10.1101/243493
Nguyen QH;  Lukowski SW;  Chiu HS;  Friedman CE;  Senabouth A;  Crowhurst L;  Bruxmer TJC;  Christ AN;  Palpant NJ;  Powell JE, 2017, Determining cell fate specification and genetic contribution to cardiac disease risk in hiPSC-derived cardiomyocytes at single cell resolution, http://dx.doi.org/10.1101/229336
Senabouth A;  Lukowski SW;  Alquicira Hernandez J;  Andersen S;  Mei X;  Nguyen QH;  Powell JE, 2017, ascend: R package for analysis of single cell RNA-seq data, http://dx.doi.org/10.1101/207704
Daniszewski M;  Senabouth A;  Nguyen Q;  Crombie DE;  Lukowski SW;  Kulkarni T;  Zack DJ;  Pébay A;  Powell JE;  Hewitt AW, 2017, Single Cell RNA Sequencing of stem cell-derived retinal ganglion cells, http://dx.doi.org/10.1101/191395
McRae AF;  Marioni RE;  Shah S;  Yang J;  Powell JE;  Harris SE;  Gibson J;  Henders AK;  Bowdler L;  Painter JN;  Murphy L;  Martin NG;  Starr JM;  Wray NR;  Deary IJ;  Visscher PM;  Montgomery GW, 2017, Identification of 55,000 Replicated DNA Methylation QTL, http://dx.doi.org/10.1101/166710
Zeng J;  de Vlaming R;  Wu Y;  Robinson MR;  Lloyd-Jones L;  Yengo L;  Yap C;  Xue A;  Sidorenko J;  McRae AF;  Powell JE;  Montgomery GW;  Metspalu A;  Esko T;  Gibson G;  Wray NR;  Visscher PM;  Yang J, 2017, Widespread signatures of negative selection in the genetic architecture of human complex traits, http://dx.doi.org/10.1101/145755
Nguyen QH;  Lukowski SW;  Chiu HS;  Senabouth A;  Bruxner TJC;  Christ AN;  Palpant NJ;  Powell JE, 2017, Single-cell RNA-seq of human induced pluripotent stem cells reveals cellular heterogeneity and cell state transitions between subpopulations, http://dx.doi.org/10.1101/119255
Friedman C;  Nguyen Q;  Lukowski S;  Chiu HS;  Helfer A;  Miklas J;  Suo SS;  Jackie Han J-D;  Osteil P;  Peng G;  Jing N;  Baillie G;  Senabouth A;  Christ A;  Bruxner T;  Murry C;  Wong E;  Ding J;  Wang Y;  Hudson J;  Ruohola-Baker H;  Bar-Joseph Z;  Tam P;  Powell J;  Palpant N, 2017, Analysis of cardiac differentiation at single cell resolution reveals a requirement of hypertrophic signaling for HOPX transcription, http://dx.doi.org/10.1101/229294
Wong E;  Chenoweth S;  Blows M;  Powell J, 2017, Evidence for stabilizing selection at pleiotropic loci for human complex traits, http://dx.doi.org/10.1101/126888
Zeng B;  Lloyd-Jones LR;  Holloway A;  Marigorta UM;  Metspalu A;  Montgomery GW;  Esko T;  Brigham KL;  Quyyumi AA;  Idaghdour Y;  Yang J;  Visscher PM;  Powell JE;  Gibson G, 2016, Constraints on eQTL fine mapping in the presence of multi-site local regulation of gene expression, http://dx.doi.org/10.1101/084293
Hung SSC;  Chrysostomou V;  Li F;  Lim JKH;  Wang J-H;  Powell JE;  Tu L;  Daniszewski M;  Lo C;  Wong RC;  Crowston JG;  Pébay A;  King AE;  Bui BV;  Liu G-S;  Hewitt AW, 2016, AAV-mediated CRISPR/Cas gene editing of retinal cellsin vivo, http://dx.doi.org/10.1101/039156
Tuong ZK;  Lukowski SW;  Nguyen QH;  Chandra J;  Zhou C;  Gillinder K;  Bashaw AA;  Ferdinand JR;  Stewart BJ;  Teoh SM;  Hanson SJ;  Devitt K;  Clatworthy MR;  Powell JE;  Frazer IH, A Model of Impaired Langerhans Cell Maturation Associated With HPV Induced Epithelial Hyperplasia, http://dx.doi.org/10.2139/ssrn.3889711
Friedman CE;  Nguyen Q;  Lukowski SW;  Helfer A;  Chiu HS;  Voges HK;  Suo Suo S;  Jackie Han J-D;  Osteil P;  Peng G;  Jing N;  Baillie GJ;  Senabouth A;  Christ AN;  Bruxner TJ;  Murry CE;  Wong ES;  Ding J;  Wang Y;  Hudson J;  Bar-Joseph Z;  Tam PPL;  Powell JE;  Palpant NJ, Cardiac Directed Differentiation Using Small Molecule WNT Modulation at Single-Cell Resolution, http://dx.doi.org/10.2139/ssrn.3155757
Daniszewski M;  Nguyen Q;  Chy H;  Singh V;  Crombie D;  Kulkarni T;  Liang H;  Lidgerwood G;  Hernnndez D;  Conquest A;  Rooney L;  Chevalier S;  Andersen S;  Senabouth A;  Vickers J;  Mackey D;  Craig J;  Laslett A;  Hewitt A;  Powell JE;  PPbay A, Single Cell Profiling Identifies Key Pathways Expressed by iPSCs Cultured in Different Commercial Media, http://dx.doi.org/10.2139/ssrn.3188388
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