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Best practices for single-cell analysis across modalities.
Heumos L, Schaar AC, Lance C, Litinetskaya A, Drost F, Zappia L, Lücken MD, Strobl DC, Henao J, Curion F; Single-cell Best Practices Consortium; Schiller HB, Theis FJ. Heumos L, et al. Nat Rev Genet. 2023 Aug;24(8):550-572. doi: 10.1038/s41576-023-00586-w. Epub 2023 Mar 31. Nat Rev Genet. 2023. PMID: 37002403 Free PMC article. Review.
Mapping single-cell data to reference atlases by transfer learning.
Lotfollahi M, Naghipourfar M, Luecken MD, Khajavi M, Büttner M, Wagenstetter M, Avsec Ž, Gayoso A, Yosef N, Interlandi M, Rybakov S, Misharin AV, Theis FJ. Lotfollahi M, et al. Among authors: buttner m. Nat Biotechnol. 2022 Jan;40(1):121-130. doi: 10.1038/s41587-021-01001-7. Epub 2021 Aug 30. Nat Biotechnol. 2022. PMID: 34462589 Free PMC article.
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.
Early life adversity shapes social subordination and cell type-specific transcriptomic patterning in the ventral hippocampus.
Kos A, Lopez JP, Bordes J, de Donno C, Dine J, Brivio E, Karamihalev S, Luecken MD, Almeida-Correa S, Gasperoni S, Dick A, Miranda L, Büttner M, Stoffel R, Flachskamm C, Theis FJ, Schmidt MV, Chen A. Kos A, et al. Among authors: buttner m. Sci Adv. 2023 Dec;9(48):eadj3793. doi: 10.1126/sciadv.adj3793. Epub 2023 Dec 1. Sci Adv. 2023. PMID: 38039370 Free PMC article.
Benchmarking atlas-level data integration in single-cell genomics.
Luecken MD, Büttner M, Chaichoompu K, Danese A, Interlandi M, Mueller MF, Strobl DC, Zappia L, Dugas M, Colomé-Tatché M, Theis FJ. Luecken MD, et al. Among authors: buttner m. Nat Methods. 2022 Jan;19(1):41-50. doi: 10.1038/s41592-021-01336-8. Epub 2021 Dec 23. Nat Methods. 2022. PMID: 34949812 Free PMC article.
destiny: diffusion maps for large-scale single-cell data in R.
Angerer P, Haghverdi L, Büttner M, Theis FJ, Marr C, Buettner F. Angerer P, et al. Among authors: buttner m. Bioinformatics. 2016 Apr 15;32(8):1241-3. doi: 10.1093/bioinformatics/btv715. Epub 2015 Dec 14. Bioinformatics. 2016. PMID: 26668002
539 results