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The scverse project provides a computational ecosystem for single-cell omics data analysis.
Virshup I, Bredikhin D, Heumos L, Palla G, Sturm G, Gayoso A, Kats I, Koutrouli M; Scverse Community; Berger B, Pe'er D, Regev A, Teichmann SA, Finotello F, Wolf FA, Yosef N, Stegle O, Theis FJ. Virshup I, et al. Nat Biotechnol. 2023 May;41(5):604-606. doi: 10.1038/s41587-023-01733-8. Nat Biotechnol. 2023. PMID: 37037904 No abstract available.
SpatialData: an open and universal data framework for spatial omics.
Marconato L, Palla G, Yamauchi KA, Virshup I, Heidari E, Treis T, Vierdag WM, Toth M, Stockhaus S, Shrestha RB, Rombaut B, Pollaris L, Lehner L, Vöhringer H, Kats I, Saeys Y, Saka SK, Huber W, Gerstung M, Moore J, Theis FJ, Stegle O. Marconato L, et al. Among authors: virshup i. Nat Methods. 2024 Mar 20. doi: 10.1038/s41592-024-02212-x. Online ahead of print. Nat Methods. 2024. PMID: 38509327
Squidpy: a scalable framework for spatial omics analysis.
Palla G, Spitzer H, Klein M, Fischer D, Schaar AC, Kuemmerle LB, Rybakov S, Ibarra IL, Holmberg O, Virshup I, Lotfollahi M, Richter S, Theis FJ. Palla G, et al. Among authors: virshup i. Nat Methods. 2022 Feb;19(2):171-178. doi: 10.1038/s41592-021-01358-2. Epub 2022 Jan 31. Nat Methods. 2022. PMID: 35102346 Free PMC article.
OME-Zarr: a cloud-optimized bioimaging file format with international community support.
Moore J, Basurto-Lozada D, Besson S, Bogovic J, Bragantini J, Brown EM, Burel JM, Moreno XC, de Medeiros G, Diel EE, Gault D, Ghosh SS, Gold I, Halchenko YO, Hartley M, Horsfall D, Keller MS, Kittisopikul M, Kovacs G, Yoldaş AK, Kyoda K, de la Villegeorges ALT, Li T, Liberali P, Lindner D, Linkert M, Lüthi J, Maitin-Shepard J, Manz T, Marconato L, McCormick M, Lange M, Mohamed K, Moore W, Norlin N, Ouyang W, Özdemir B, Palla G, Pape C, Pelkmans L, Pietzsch T, Preibisch S, Prete M, Rzepka N, Samee S, Schaub N, Sidky H, Solak AC, Stirling DR, Striebel J, Tischer C, Toloudis D, Virshup I, Walczysko P, Watson AM, Weisbart E, Wong F, Yamauchi KA, Bayraktar O, Cimini BA, Gehlenborg N, Haniffa M, Hotaling N, Onami S, Royer LA, Saalfeld S, Stegle O, Theis FJ, Swedlow JR. Moore J, et al. Among authors: virshup i. bioRxiv [Preprint]. 2023 May 7:2023.02.17.528834. doi: 10.1101/2023.02.17.528834. bioRxiv. 2023. PMID: 36865282 Free PMC article. Updated. Preprint.
Mural lymphatic endothelial cells regulate meningeal angiogenesis in the zebrafish.
Bower NI, Koltowska K, Pichol-Thievend C, Virshup I, Paterson S, Lagendijk AK, Wang W, Lindsey BW, Bent SJ, Baek S, Rondon-Galeano M, Hurley DG, Mochizuki N, Simons C, Francois M, Wells CA, Kaslin J, Hogan BM. Bower NI, et al. Among authors: virshup i. Nat Neurosci. 2017 Jun;20(6):774-783. doi: 10.1038/nn.4558. Epub 2017 May 1. Nat Neurosci. 2017. PMID: 28459441
OME-Zarr: a cloud-optimized bioimaging file format with international community support.
Moore J, Basurto-Lozada D, Besson S, Bogovic J, Bragantini J, Brown EM, Burel JM, Casas Moreno X, de Medeiros G, Diel EE, Gault D, Ghosh SS, Gold I, Halchenko YO, Hartley M, Horsfall D, Keller MS, Kittisopikul M, Kovacs G, Küpcü Yoldaş A, Kyoda K, le Tournoulx de la Villegeorges A, Li T, Liberali P, Lindner D, Linkert M, Lüthi J, Maitin-Shepard J, Manz T, Marconato L, McCormick M, Lange M, Mohamed K, Moore W, Norlin N, Ouyang W, Özdemir B, Palla G, Pape C, Pelkmans L, Pietzsch T, Preibisch S, Prete M, Rzepka N, Samee S, Schaub N, Sidky H, Solak AC, Stirling DR, Striebel J, Tischer C, Toloudis D, Virshup I, Walczysko P, Watson AM, Weisbart E, Wong F, Yamauchi KA, Bayraktar O, Cimini BA, Gehlenborg N, Haniffa M, Hotaling N, Onami S, Royer LA, Saalfeld S, Stegle O, Theis FJ, Swedlow JR. Moore J, et al. Among authors: virshup i. Histochem Cell Biol. 2023 Sep;160(3):223-251. doi: 10.1007/s00418-023-02209-1. Epub 2023 Jul 10. Histochem Cell Biol. 2023. PMID: 37428210 Free PMC article.
Wnt addiction of genetically defined cancers reversed by PORCN inhibition.
Madan B, Ke Z, Harmston N, Ho SY, Frois AO, Alam J, Jeyaraj DA, Pendharkar V, Ghosh K, Virshup IH, Manoharan V, Ong EH, Sangthongpitag K, Hill J, Petretto E, Keller TH, Lee MA, Matter A, Virshup DM. Madan B, et al. Among authors: virshup ih. Oncogene. 2016 Apr 28;35(17):2197-207. doi: 10.1038/onc.2015.280. Epub 2015 Aug 10. Oncogene. 2016. PMID: 26257057 Free PMC article.
Matrix and analysis metadata standards (MAMS) to facilitate harmonization and reproducibility of single-cell data.
Wang Y, Sarfraz I, Teh WK, Sokolov A, Herb BR, Creasy HH, Virshup I, Dries R, Degatano K, Mahurkar A, Schnell DJ, Madrigal P, Hilton J, Gehlenborg N, Tickle T, Campbell JD. Wang Y, et al. Among authors: virshup i. bioRxiv [Preprint]. 2023 Mar 7:2023.03.06.531314. doi: 10.1101/2023.03.06.531314. bioRxiv. 2023. PMID: 36945543 Free PMC article. Preprint.