C
Chenling Xu
Researcher at University of California, Berkeley
Publications - 19
Citations - 1216
Chenling Xu is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Probabilistic logic & Biology. The author has an hindex of 10, co-authored 14 publications receiving 571 citations. Previous affiliations of Chenling Xu include University of California, Davis.
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Journal ArticleDOI
Natural selection interacts with recombination to shape the evolution of hybrid genomes
Molly Schumer,Chenling Xu,Daniel L. Powell,Arun Durvasula,Laurits Skov,Chris Holland,John C. Blazier,Sriram Sankararaman,Peter Andolfatto,Gil G. Rosenthal,Molly Przeworski +10 more
TL;DR: Three replicate hybrid populations that formed naturally between two swordtail fish species are studied, estimating their fine-scale genetic map and inferring ancestry along the genomes of 690 individuals and indicate that selection on swordtail hybrids stems predominantly from deleterious combinations of epistatically interacting alleles.
Journal ArticleDOI
Integrated single cell analysis of blood and cerebrospinal fluid leukocytes in multiple sclerosis
David Schafflick,Chenling Xu,Maike Hartlehnert,Michael Cole,Andreas Schulte-Mecklenbeck,Tobias Lautwein,Jolien Wolbert,Michael Heming,Sven G. Meuth,Tanja Kuhlmann,Catharina C. Gross,Heinz Wiendl,Nir Yosef,Nir Yosef,Gerd Meyer zu Hörste +14 more
TL;DR: A single-cell characterization of cerebrospinal fluid and blood of newly diagnosed multiple sclerosis patients is provided, revealing altered composition of lymphocyte and monocyte subsets, validated by other methods including the interrogation of the TFH subset in mouse models of MS.
Journal ArticleDOI
A Python library for probabilistic analysis of single-cell omics data
Adam Gayoso,Romain Lopez,Galen Xing,Pierre Boyeau,Valeh Valiollah Pour Amiri,Justin Hong,Katherine Wu,Michael Jayasuriya,Edouard Mehlman,Maxime Langevin,Yining Liu,Jules Samaran,Gabriel Misrachi,Achille Nazaret,Oscar Clivio,Chenling Xu,Tal Ashuach,Mariano I. Gabitto,Mohammad Lotfollahi,Valentine Svensson,Eduardo da Veiga Beltrame,Vitalii Kleshchevnikov,Carlos Talavera-López,Lior Pachter,Fabian J. Theis,Aaron M. Streets,Michael I. Jordan,Jeffrey Regier,Nir Yosef +28 more
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Probabilistic harmonization and annotation of single-cell transcriptomics data with deep generative models.
Chenling Xu,Romain Lopez,Edouard Mehlman,Edouard Mehlman,Jeffrey Regier,Michael I. Jordan,Nir Yosef +6 more
TL;DR: In this paper, the authors proposed a semi-supervised variant of scVI, called single-cell ANnotation using Variational Inference (scANVI), to leverage existing cell state annotations.
Journal ArticleDOI
Simulating multiple faceted variability in single cell RNA sequencing.
TL;DR: SymSim is presented, a simulator that explicitly models the processes that give rise to data observed in single cell RNA-Seq experiments and can be used for benchmarking methods for clustering, differential expression and trajectory inference, and for examining the effects of various parameters on their performance.