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2022 Journal Article LmTag: functional-enrichment and imputation-aware tag SNP selection for population-specific genotyping arraysNguyen, Dat Thanh, Nguyen, Quan Hoang, Duong, Nguyen Thuy and Vo, Nam S. (2022). LmTag: functional-enrichment and imputation-aware tag SNP selection for population-specific genotyping arrays. Briefings in Bioinformatics, 23 (4) bbac252, 1-12. doi: 10.1093/bib/bbac252 |
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2022 Journal Article A deep learning model for molecular label transfer that enables cancer cell identification from histopathology imagesSu, Andrew, Lee, HoJoon, Tan, Xiao, Suarez, Carlos J., Andor, Noemi, Nguyen, Quan and Ji, Hanlee P. (2022). A deep learning model for molecular label transfer that enables cancer cell identification from histopathology images. npj Precision Oncology, 6 (1) 14, 14. doi: 10.1038/s41698-022-00252-0 |
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2021 Journal Article Resolving the immune landscape of human prostate at a single-cell level in health and cancerTuong, Zewen Kelvin, Loudon, Kevin W., Berry, Brendan, Richoz, Nathan, Jones, Julia, Tan, Xiao, Nguyen, Quan, George, Anne, Hori, Satoshi, Field, Sarah, Lynch, Andy G., Kania, Katarzyna, Coupland, Paul, Babbage, Anne, Grenfell, Richard, Barrett, Tristan, Warren, Anne Y., Gnanapragasam, Vincent, Massie, Charlie and Clatworthy, Menna R. (2021). Resolving the immune landscape of human prostate at a single-cell level in health and cancer. Cell Reports, 37 (12) 110132, 110132. doi: 10.1016/j.celrep.2021.110132 |
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2021 Journal Article Discovery of widespread transcription initiation at microsatellites predictable by sequence-based deep neural networkGrapotte, Mathys, Saraswat, Manu, Bessière, Chloé, Menichelli, Christophe, Ramilowski, Jordan A., Severin, Jessica, Hayashizaki, Yoshihide, Itoh, Masayoshi, Tagami, Michihira, Murata, Mitsuyoshi, Kojima-Ishiyama, Miki, Noma, Shohei, Noguchi, Shuhei, Kasukawa, Takeya, Hasegawa, Akira, Suzuki, Harukazu, Nishiyori-Sueki, Hiromi, Frith, Martin C., Abugessaisa, Imad, Aitken, Stuart, Aken, Bronwen L., Alam, Intikhab, Alam, Tanvir, Alasiri, Rami, Alhendi, Ahmad M. N., Alinejad-Rokny, Hamid, Alvarez, Mariano J., Andersson, Robin, Arakawa, Takahiro ... Lecellier, Charles-Henri (2021). Discovery of widespread transcription initiation at microsatellites predictable by sequence-based deep neural network. Nature Communications, 12 (1) 3297. doi: 10.1038/s41467-021-23143-7 |
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2021 Journal Article Integrating single-cell genomics pipelines to discover mechanisms of stem cell differentiationShen, Sophie, Sun, Yuliangzi, Matsumoto, Maika, Shim, Woo Jun, Sinniah, Enakshi, Wilson, Sean B., Werner, Tessa, Wu, Zhixuan, Bradford, Stephen T., Hudson, James, Little, Melissa H., Powell, Joseph, Nguyen, Quan and Palpant, Nathan J. (2021). Integrating single-cell genomics pipelines to discover mechanisms of stem cell differentiation. Trends in Molecular Medicine, 27 (12), 1135-1158. doi: 10.1016/j.molmed.2021.09.006 |
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2021 Journal Article A model of impaired Langerhans cell maturation associated with HPV induced epithelial hyperplasiaTuong, Zewen K., Lukowski, Samuel W., Nguyen, Quan H., Chandra, Janin, Zhou, Chenhao, Gillinder, Kevin, Bashaw, Abate A., Ferdinand, John R., Stewart, Benjamin J., Teoh, Siok Min, Hanson, Sarah J., Devitt, Katharina, Clatworthy, Menna R., Powell, Joseph E. and Frazer, Ian H. (2021). A model of impaired Langerhans cell maturation associated with HPV induced epithelial hyperplasia. iScience, 24 (11) 103326, 103326. doi: 10.1016/j.isci.2021.103326 |
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2021 Journal Article Multi-phenotype genome-wide association studies of the Norfolk Island isolate implicate pleiotropic loci involved in chronic kidney diseaseTran, Ngan K., Lea, Rodney A., Holland, Samuel, Nguyen, Quan, Raghubar, Arti M., Sutherland, Heidi G., Benton, Miles C., Haupt, Larisa M., Blackburn, Nicholas B., Curran, Joanne E., Blangero, John, Mallett, Andrew J. and Griffiths, Lyn R. (2021). Multi-phenotype genome-wide association studies of the Norfolk Island isolate implicate pleiotropic loci involved in chronic kidney disease. Scientific reports, 11 (1) 19425, 19425. doi: 10.1038/s41598-021-98935-4 |
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2021 Journal Article Spatial omics and multiplexed imaging to explore cancer biologyLewis, Sabrina M., Asselin-Labat, Marie-Liesse, Nguyen, Quan, Berthelet, Jean, Tan, Xiao, Wimmer, Verena C., Merino, Delphine, Rogers, Kelly L. and Naik, Shalin H. (2021). Spatial omics and multiplexed imaging to explore cancer biology. Nature Methods, 18 (9), 997-1012. doi: 10.1038/s41592-021-01203-6 |
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2021 Journal Article scGPS: determining cell states and global fate potential of subpopulationsThompson, Michael, Matsumoto, Maika, Ma, Tianqi, Senabouth, Anne, Palpant, Nathan J., Powell, Joseph E. and Nguyen, Quan (2021). scGPS: determining cell states and global fate potential of subpopulations. Frontiers in Genetics, 12 666771, 666771. doi: 10.3389/fgene.2021.666771 |
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2021 Journal Article Nicotinamide riboside attenuates age-associated metabolic and functional changes in hematopoietic stem cellsSun, Xuan, Cao, Benjamin, Naval-Sanchez, Marina, Pham, Tony, Sun, Yu Bo Yang, Williams, Brenda, Heazlewood, Shen Y, Deshpande, Nikita, Li, Jinhua, Kraus, Felix, Rae, James, Nguyen, Quan, Yari, Hamed, Schröder, Jan, Heazlewood, Chad K, Fulton, Madeline, Hatwell-Humble, Jessica, Das Gupta, Kaustav, Kapetanovic, Ronan, Chen, Xiaoli, Sweet, Matthew J, Parton, Robert G, Ryan, Michael T, Polo, Jose M, Nefzger, Christian M and Nilsson, Susan K (2021). Nicotinamide riboside attenuates age-associated metabolic and functional changes in hematopoietic stem cells. Nature Communications, 12 (1) 2665, 1-17. doi: 10.1038/s41467-021-22863-0 |
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2021 Journal Article Single cell eQTL analysis identifies cell type-specific genetic control of gene expression in fibroblasts and reprogrammed induced pluripotent stem cellsNeavin, Drew, Nguyen, Quan, Daniszewski, Maciej S., Liang, Helena H., Chiu, Han Sheng, Wee, Yong Kiat, Senabouth, Anne, Lukowski, Samuel W., Crombie, Duncan E., Lidgerwood, Grace E., Hernández, Damián, Vickers, James C., Cook, Anthony L., Palpant, Nathan J., Pébay, Alice, Hewitt, Alex W. and Powell, Joseph E. (2021). Single cell eQTL analysis identifies cell type-specific genetic control of gene expression in fibroblasts and reprogrammed induced pluripotent stem cells. Genome Biology, 22 (1) 76, 1-19. doi: 10.1186/s13059-021-02293-3 |
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2021 Journal Article Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injuryJogia, Trisha, Lübstorf, Tom, Jacobson, Esther, Scriven, Elissa, Atresh, Sridhar, Nguyen, Quan H., Liebscher, Thomas, Schwab, Jan M., Kopp, Marcel A., Walsham, James, Campbell, Kate E. and Ruitenberg, Marc J. (2021). Prognostic value of early leukocyte fluctuations for recovery from traumatic spinal cord injury. Clinical and Translational Medicine, 11 (1) e272, e272. doi: 10.1002/ctm2.272 |
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2020 Journal Article Conserved epigenetic regulatory logic infers genes governing cell identityShim, Woo Jun, Sinniah, Enakshi, Xu, Jun, Vitrinel, Burcu, Alexanian, Michael, Andreoletti, Gaia, Shen, Sophie, Sun, Yuliangzi, Balderson, Brad, Boix, Carles, Peng, Guangdun, Jing, Naihe, Wang, Yuliang, Kellis, Manolis, Tam, Patrick P L, Smith, Aaron, Piper, Michael, Christiaen, Lionel, Nguyen, Quan, Bodén, Mikael and Palpant, Nathan J. (2020). Conserved epigenetic regulatory logic infers genes governing cell identity. Cell Systems, 11 (6), 625-639.e13. doi: 10.1016/j.cels.2020.11.001 |
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2020 Journal Article Applying machine learning for integration of multi-modal genomics data and imaging data to quantify heterogeneity in tumour tissuesTan, Xiao, Su, Andrew T., Hajiabadi, Hamideh, Tran, Minh and Nguyen, Quan (2020). Applying machine learning for integration of multi-modal genomics data and imaging data to quantify heterogeneity in tumour tissues. Methods in Molecular Biology, 2190, 209-228. doi: 10.1007/978-1-0716-0826-5_10 |
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2020 Journal Article Comparative performance of the BGI and Illumina sequencing technology for single-cell RNA-sequencingSenabouth, Anne, Andersen, Stacey, Shi, Qianyu, Shi, Lei, Jiang, Feng, Zhang, Wenwei, Wing, Kristof, Daniszewski, Maciej, Lukowski, Samuel W., Hung, Sandy S. C., Nguyen, Quan, Fink, Lynn, Beckhouse, Anthony, Pébay, Alice, Hewitt, Alex W. and Powell, Joseph E. (2020). Comparative performance of the BGI and Illumina sequencing technology for single-cell RNA-sequencing. NAR Genomics and Bioinformatics, 2 (2) lqaa034, 1-10. doi: 10.1093/nargab/lqaa034 |
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2020 Journal Article stLearn integrating spatial location, tissue morphology and gene expression to find cell types, cell-cell interactions and spatial trajectories within undissociated tissuesPham, Duy, Tan, Xiao, Xu, Jun, Grice, Laura F., Lam, Pui Yeng, Raghubar, Arti, Vukovic, Jana, Ruitenberg, Marc J. and Nguyen, Quan (2020). stLearn integrating spatial location, tissue morphology and gene expression to find cell types, cell-cell interactions and spatial trajectories within undissociated tissues. Biorxiv, 1-18. doi: 10.1101/2020.05.31.125658v1 |
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2020 Journal Article Repopulating Microglia Promote Brain Repair in an IL-6-Dependent MannerWillis, Emily F., MacDonald, Kelli P. A., Nguyen, Quan H., Garrido, Adahir Labrador, Gillespie, Ellen R., Harley, Samuel B. R., Bartlett, Perry F., Schroder, Wayne A., Yates, Abi G., Anthony, Daniel C., Rose-John, Stefan, Ruitenberg, Marc J. and Vukovic, Jana (2020). Repopulating Microglia Promote Brain Repair in an IL-6-Dependent Manner. Cell, 180 (5), 833-846.e16. doi: 10.1016/j.cell.2020.02.013 |
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2019 Journal Article Genotype-free demultiplexing of pooled single-cell RNA-seqXu, Jun, Falconer, Caitlin, Nguyen, Quan, Crawford, Joanna, McKinnon, Brett D., Mortlock, Sally, Senabouth, Anne, Andersen, Stacey, Chiu, Han Sheng, Jiang, Longda, Palpant, Nathan J., Yang, Jian, Mueller, Michael D., Hewitt, Alex W., Pébay, Alice, Montgomery, Grant W., Powell, Joseph E. and Coin, Lachlan J. M. (2019). Genotype-free demultiplexing of pooled single-cell RNA-seq. Genome Biology, 20 (1) 290, 290. doi: 10.1186/s13059-019-1852-7 |
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2019 Journal Article scPred: accurate supervised method for cell-type classification from single-cell RNA-seq dataAlquicira-Hernandez, Jose, Sathe, Anuja, Ji, Hanlee P., Nguyen, Quan and Powell, Joseph E. (2019). scPred: accurate supervised method for cell-type classification from single-cell RNA-seq data. Genome Biology, 20 (1) 264. doi: 10.1186/s13059-019-1862-5 |
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2019 Journal Article SpaCell: integrating tissue morphology and spatial gene expression to predict disease cellsTan, Xiao, Su, Andrew, Tran, Minh and Nguyen, Quan (2019). SpaCell: integrating tissue morphology and spatial gene expression to predict disease cells. Bioinformatics, 36 (7), 2293-2294. doi: 10.1093/bioinformatics/btz914 |
