bioconductor: SummarizedExperiment | Projects

10.3390/metabo9100200

The metaRbolomics Toolbox in Bioconductor and beyond
Cited by: 61
Author(s): Jan Stanstrup, Corey D. Broeckling, Rick Helmus, Nils Hoffmann, Ewy A. Mathé, Thomas Naake, Luca Nicolotti, Kristian Peters, Johannes Michael Rainer, Reza M. Salek, Tobias Schulze, Emma L. Schymanski, Michael A. Stravs, Etienne Thévenot, Hendrik Treutler, Ralf Weber, Egon Willighagen, Michael Witting, Steffen Neumann
Software Mentions: 92
Published: almost 5 years ago

10.12688/f1000research.17824.2

Enhancing gene set enrichment using networks
Cited by: 2
Author(s): Michael Prummer
Software Mentions: 51
Published: about 5 years ago

10.1371/journal.pcbi.1007912

bigPint: A Bioconductor visualization package that makes big data pint-sized
Cited by: 3
Author(s): Lindsay Rutter, Dianne Cook
Software Mentions: 47
Published: about 4 years ago

10.12688/f1000research.22259.1

Fluent genomics with plyranges and tximeta
Cited by: 2
Author(s): Stuart Lee, Michael C. Lawrence, Michael I. Love
Software Mentions: 35
Published: over 4 years ago

10.1016/j.xcrm.2020.100128

The Clinical Kinase Index: A Method to Prioritize Understudied Kinases as Drug Targets for the Treatment of Cancer
Cited by: 32
Author(s): Derek J. Essegian, Rimpi Khurana, Vasileios Stathias, Stephan C. Schürer
Software Mentions: 21
Published: almost 4 years ago

10.1016/j.patter.2021.100322

The role of metadata in reproducible computational research
Cited by: 38
Author(s): Jeremy Leipzig, Daniel Nüst, Charles Tapley Hoyt, Karthik Ram, Jane Greenberg
Software Mentions: 21
Published: almost 3 years ago

10.1371/journal.pcbi.1007664

Tximeta: Reference sequence checksums for provenance identification in RNA-seq
Cited by: 122
Author(s): Michael I. Love, Charlotte Soneson, Peter Hickey, Lisa K. Johnson, Nicholas Pierce, Lori Shepherd, Martin Morgan, Rob Patro
Software Mentions: 19
Published: over 4 years ago

10.1186/s12859-019-2879-1

pcaExplorer: an R/Bioconductor package for interacting with RNA-seq principal components
Cited by: 146
Author(s): Fédérico Marini, Harald Binder
Software Mentions: 18
Published: about 5 years ago

10.1186/s12859-020-03819-5

ideal: an R/Bioconductor package for interactive differential expression analysis
Cited by: 18
Author(s): Fédérico Marini, Jan Linke, Harald Binder
Software Mentions: 17
Published: over 3 years ago

10.12688/f1000research.8923.2

TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages
Cited by: 105
Author(s): Tiago C. Silva, Antonio Colaprico, Catharina Olsen, Fulvio D’Angelo, Gianluca Bontempi, Michele Ceccarelli, Houtan Noushmehr
Software Mentions: 17
Published: over 7 years ago

10.3390/ijms22062822

A Detailed Catalogue of Multi-Omics Methodologies for Identification of Putative Biomarkers and Causal Molecular Networks in Translational Cancer Research
Cited by: 6
Author(s): Efstathios Iason Vlachavas, Jonas Bohn, Frank Ückert, Sylvia Nürnberg
Software Mentions: 16
Published: over 3 years ago

10.1186/s13059-021-02335-w

Human brain region-specific variably methylated regions are enriched for heritability of distinct neuropsychiatric traits
Cited by: 15
Author(s): Lindsay F. Rizzardi, Peter Hickey, Adrian Idrizi, Rakel Tryggvadóttir, Colin M. Callahan, K Stephens, Sean D. Taverna, Hao Zhang, Sinan Ramazanoglu, Kasper D. Hansen, Andrew P. Feinberg
Software Mentions: 16
Published: over 3 years ago

10.3390/genes12071044

CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
Cited by: 3
Author(s): Alessia Buratin, Enrico Gaffo, Anna Dal Molin, Stefania Bortoluzzi
Software Mentions: 15
Published: about 3 years ago

10.1093/bib/bbv080

Public data and open source tools for multi-assay genomic investigation of disease
Cited by: 47
Author(s): Lavanya Kannan, Marcel Ramos, Angela Re, Nehmé El-Hachem, Zhaleh Safikhani, Deena M.A. Gendoo, Sean Davis, David Gomez-Cabrero, Robert Castelo, Kasper D. Hansen, Vincent J. Carey, Martin Morgan, Aedín C. Culhane, Benjamin Haibe‐Kains, Levi Waldron
Software Mentions: 15
Published: almost 9 years ago

10.1371/journal.pcbi.1008625

mbkmeans: Fast clustering for single cell data using mini-batch k-means
Cited by: 27
Author(s): Stephanie C. Hicks, Ruoxi Liu, Yuwei Ni, Elizabeth Purdom, Davide Risso
Software Mentions: 15
Published: over 3 years ago

10.3390/cancers13174348

Histological Grade of Endometrioid Endometrial Cancer and Relapse Risk Can Be Predicted with Machine Learning from Gene Expression Data
Cited by: 4
Author(s): Péter Gargya, Bálint László Bálint
Software Mentions: 14
Published: almost 3 years ago

10.1186/s12859-016-1455-1

MultiDataSet: an R package for encapsulating multiple data sets with application to omic data integration
Cited by: 20
Author(s): Carles Hernández-Ferrer, Carlos Ruiz‐Arenas, Alba Beltran-Gomila, Juan R. González
Software Mentions: 14
Published: over 7 years ago

10.12688/f1000research.8900.2

DRIMSeq: a Dirichlet-multinomial framework for multivariate count outcomes in genomics
Cited by: 105
Author(s): Małgorzata Nowicka, Mark D. Robinson
Software Mentions: 14
Published: over 7 years ago

10.1371/journal.pcbi.1003118

Software for Computing and Annotating Genomic Ranges
Cited by: 2,902
Author(s): Michael Lawrence, Wolfgang Huber, Hervé Pagès, Patrick Aboyoun, Marc Carlson, Robert Gentleman, Martin Morgan, Vincent J. Carey
Software Mentions: 14
Published: almost 11 years ago

10.1186/s13059-020-02233-7

tidybulk: an R tidy framework for modular transcriptomic data analysis
Cited by: 22
Author(s): Stefano Mangiola, Ramyar Molania, Ruining Dong, Maria A. Doyle, Anthony T. Papenfuss
Software Mentions: 13
Published: over 3 years ago

10.12688/f1000research.19236.3

Using singscore to predict mutation status in acute myeloid leukemia from transcriptomic signatures
Cited by: 11
Author(s): Dharmesh D. Bhuva, Momeneh Foroutan, Yi Xie, Ruqian Lyu, Joseph Cursons, Melissa J. Davis
Software Mentions: 13
Published: almost 5 years ago

10.1186/s12859-021-04142-3

SPEAQeasy: a scalable pipeline for expression analysis and quantification for R/bioconductor-powered RNA-seq analyses
Cited by: 11
Author(s): Nicholas J. Eagles, Emily E. Burke, Jacob Leonard, Brianna K. Barry, Joshua M. Stolz, Louise A Huuki, BaDoi N. Phan, Violeta Larios Serrato, Everardo Gutiérrez-Millán, Israel Aguilar-Ordóñez, Andrew E. Jaffe, Leonardo Collado‐Torres
Software Mentions: 13
Published: about 3 years ago

10.12688/f1000research.12122.1

Bioconductor workflow for single-cell RNA sequencing: Normalization, dimensionality reduction, clustering, and lineage inference
Cited by: 14
Author(s): Fanny Perraudeau, Davide Risso, Kelly Street, Elizabeth Purdom, Sandrine Dudoit
Software Mentions: 12
Published: about 7 years ago

10.12688/f1000research.9501.2

A step-by-step workflow for low-level analysis of single-cell RNA-seq data with Bioconductor
Cited by: 693
Author(s): Aaron T. L. Lun, Davis J. McCarthy, John C. Marioni
Software Mentions: 12
Published: over 7 years ago

10.1038/s41598-018-19655-w

msgbsR: An R package for analysing methylation-sensitive restriction enzyme sequencing data
Cited by: 10
Author(s): Benjamin Mayne, Shalem Leemaqz, Sam Buckberry, Carlos M. Rodríguez López, Claire T. Roberts, Tina Bianco‐Miotto, James Breen
Software Mentions: 12
Published: over 6 years ago

10.1038/s42003-019-0415-5

diffcyt: Differential discovery in high-dimensional cytometry via high-resolution clustering
Cited by: 137
Author(s): Lukas M. Weber, Małgorzata Nowicka, Charlotte Soneson, Mark D. Robinson
Software Mentions: 12
Published: about 5 years ago

10.12688/f1000research.26669.2

TreeSummarizedExperiment: a S4 class for data with hierarchical structure
Cited by: 14
Author(s): Ronald Huang, Charlotte Soneson, Felix G.M. Ernst, Kévin Rue-Albrecht, Yu Guo, Stephanie C. Hicks, Mark D. Robinson
Software Mentions: 11
Published: over 3 years ago

10.1186/s12885-019-5965-x

Distinct signatures of lung cancer types: aberrant mucin O-glycosylation and compromised immune response
Cited by: 32
Author(s): Marta Lucchetta, Isabelle da Piedade, Mohamed Mounir, Marina Vabistsevits, Thilde Terkelsen, Elena Papaleo
Software Mentions: 11
Published: almost 5 years ago

10.1080/21623945.2019.1697563

Modelling the gene expression and the DNA-binding in the 3T3-L1 differentiating adipocytes
Cited by: 6
Author(s): Mahmoud Ahmed, Deok Ryong Kim
Software Mentions: 11
Published: over 5 years ago

10.12688/f1000research.8759.2

Infrastructure for genomic interactions: Bioconductor classes for Hi-C, ChIA-PET and related experiments
Cited by: 16
Author(s): Aaron T. L. Lun, Malcolm Perry, Elizabeth Ing-Simmons
Software Mentions: 10
Published: about 8 years ago

10.1186/s12859-021-04179-4

GWENA: gene co-expression networks analysis and extended modules characterization in a single Bioconductor package
Cited by: 12
Author(s): Gwenaëlle G. Lemoine, Marie‐Pier Scott‐Boyer, Bathilde Ambroise, Olivier Périn, Arnaud Droit
Software Mentions: 10
Published: about 3 years ago

10.1038/s41598-020-59516-z

Variability in estimated gene expression among commonly used RNA-seq pipelines
Cited by: 37
Author(s): Sonali Arora, Siobhan S. Pattwell, Eric C. Holland, Hamid Bolouri
Software Mentions: 9
Published: over 4 years ago

10.12688/f1000research.7035.1

RNA-Seq workflow: gene-level exploratory analysis and differential expression
Cited by: 253
Author(s): Michael I. Love, Simon Anders, Vladislav Kim, Wolfgang Huber
Software Mentions: 9
Published: almost 9 years ago

10.12688/f1000research.14966.1

iSEE: Interactive SummarizedExperiment Explorer
Cited by: 68
Author(s): Kévin Rue-Albrecht, Fédérico Marini, Charlotte Soneson, Aaron T. L. Lun
Software Mentions: 9
Published: about 6 years ago

10.1186/s41065-021-00196-8

Dynamic co-expression modular network analysis in nonalcoholic fatty liver disease
Cited by: 4
Author(s): Jing Zheng, WU Hui-zhong, Zhiying Zhang, Songqiang Yao
Software Mentions: 9
Published: almost 3 years ago

10.12688/f1000research.17518.1

restfulSE: A semantically rich interface for cloud-scale genomics with Bioconductor
Cited by: 0
Author(s): Shweta Gopaulakrishnan, Samuela Pollack, Benjamin J. Stubbs, Hervé Pagès, John Readey, Sean Davis, Levi Waldron, Martin Morgan, Vincent J. Carey
Software Mentions: 8
Published: over 5 years ago

10.3389/fendo.2021.672319

Adrenocortical Carcinoma Steroid Profiles: In Silico Pan-Cancer Analysis of TCGA Data Uncovers Immunotherapy Targets for Potential Improved Outcomes
Cited by: 6
Author(s): João C. D. Muzzi, Jessica Maria Magno, Milena A. Cardoso, Juliana de Moura, Mauro A. A. Castro, Bonald C. Figueiredo
Software Mentions: 7
Published: about 3 years ago

10.1016/j.cell.2021.01.002

Meta-analysis of tumor- and T cell-intrinsic mechanisms of sensitization to checkpoint inhibition
Cited by: 412
Author(s): Kevin Litchfield, James L. Reading, Clare Puttick, Krupa Thakkar, Chris Abbosh, Robert Bentham, Thomas B.K. Watkins, Rachel Rosenthal, Dhruva Biswas, Andrew Rowan, Emilia L. Lim, Maise Al Bakir, Virginia Turati, José Afonso Guerra-Assunção, Lucía Conde, Andrew J.S. Furness, Sunil Kumar Saini, Sine Reker Hadrup, Javier Herrero, Se‐Hoon Lee, Peter Van Loo, Tariq Enver, James Larkin, Matthew D. Hellmann, Samra Turajlic, Sergio A. Quezada, Nicholas McGranahan, Charles Swanton
Software Mentions: 7
Published: over 3 years ago

10.1186/s40168-021-01013-0

animalcules: interactive microbiome analytics and visualization in R
Cited by: 16
Author(s): Yue Zhao, Anthony Federico, Tyler Faits, Solaiappan Manimaran, Daniel Segrè, Stefano Monti, W. Evan Johnson
Software Mentions: 7
Published: over 3 years ago

10.1186/s12967-019-2073-2

Bringing radiomics into a multi-omics framework for a comprehensive genotype–phenotype characterization of oncological diseases
Cited by: 63
Author(s): Mario Zanfardino, Monica Franzese, Katia Pane, Carlo Cavaliere, Serena Monti, Giuseppina Esposito, Marco Salvatore, Marco Aiello
Software Mentions: 6
Published: almost 5 years ago

10.12688/f1000research.11355.2

Arkas: Rapid reproducible RNAseq analysis
Cited by: 9
Author(s): Anthony Colombo, Timothy J. Triche, Giridharan Ramsingh
Software Mentions: 6
Published: about 7 years ago

10.12688/f1000research.15433.1

Epiviz Web Components: reusable and extensible component library to visualize functional genomic datasets
Cited by: 5
Author(s): Jayaram Kancherla, Alexander Zhang, Brian Gottfried, Héctor Corrada Bravo
Software Mentions: 5
Published: about 6 years ago

10.1186/s12859-019-2870-x

anamiR: integrated analysis of MicroRNA and gene expression profiling
Cited by: 12
Author(s): Ti-Tai Wang, Chien‐Yueh Lee, Liang‐Chuan Lai, Mong‐Hsun Tsai, Tzu-Pin Lu, Eric Y. Chuang
Software Mentions: 5
Published: about 5 years ago

10.1080/21623945.2020.1829852

Curated gene expression dataset of differentiating 3T3-L1 adipocytes under pharmacological and genetic perturbations
Cited by: 7
Author(s): Mahmoud Ahmed, Do Sik Min, Deok Ryong Kim
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pgen.1008830

Zebrafish rbm8a and magoh mutants reveal EJC developmental functions and new 3′UTR intron-containing NMD targets
Cited by: 18
Author(s): Pooja Gangras, Thomas L. Gallagher, Michael A. Parthun, Zhongxia Yi, Robert D. Patton, Kiel T. Tietz, Natalie C. Deans, Ralf Bundschuh, Sharon L. Amacher, Guramrit Singh
Software Mentions: 4
Published: about 4 years ago

10.7717/peerj.3216

Analysis of genomic variation in lung adenocarcinoma patients revealed the critical role of PI3K complex
Cited by: 9
Author(s): Zhao min Deng, Lizhu Lin, Wen Qiu, Yong qun Zhang, Hong Zhong, Ping Liao, Wu Yun
Software Mentions: 4
Published: about 7 years ago

10.1186/s12859-019-2676-x

SEQprocess: a modularized and customizable pipeline framework for NGS processing in R package
Cited by: 5
Author(s): Taewoon Joo, Ji-Hye Choi, Jihye Lee, So Eun Park, Youngsic Jeon, Sae Hoon Jung, Hyun Goo Woo
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-019-45165-4

MetaGxData: Clinically Annotated Breast, Ovarian and Pancreatic Cancer Datasets and their Use in Generating a Multi-Cancer Gene Signature
Cited by: 26
Author(s): Deena M.A. Gendoo, Michael Zon, Vandana Sandhu, Venkata SK. Manem, Natchar Ratanasirigulchai, Gregory M. Chen, Levi Waldron, Benjamin Haibe‐Kains
Software Mentions: 3
Published: about 5 years ago

10.1186/s13073-021-00888-w

Evaluating the transcriptional fidelity of cancer models
Cited by: 23
Author(s): Da Peng, Rachel Gleyzer, Wen Hsin Tai, Pavithra Kumar, Qin Bian, Bradley Isaacs, Edroaldo Lummertz da Rocha, Stephanie Cai, Kathleen T. DiNapoli, Franklin W. Huang, Patrick Cahan
Software Mentions: 3
Published: about 3 years ago

10.3390/ijms21114131

Transcriptome Profiling Reveals Novel Candidate Genes Related to Hippocampal Dysfunction in SREBP-1c Knockout Mice
Cited by: 7
Author(s): Mary Jasmin Ang, Juhwan Kim, Sueun Lee, Sung Hoon Kim, Jong-Choon Kim, Tae‐Il Jeon, Seung‐Soon Im, Changjong Moon
Software Mentions: 3
Published: about 4 years ago

10.3389/fcvm.2021.658915

Common Variants Associated With OSMR Expression Contribute to Carotid Plaque Vulnerability, but Not to Cardiovascular Disease in Humans
Cited by: 3
Author(s): Daniëlle van Keulen, Ian D. van Koeverden, Arjan Boltjes, H.M.G. Princen, Alain J. van Gool, Gert J. de Borst, Folkert W. Asselbergs, Dennie Tempel, Gérard Pasterkamp, Sander W. van der Laan
Software Mentions: 3
Published: over 3 years ago

10.12688/f1000research.20210.2

HDCytoData: Collection of high-dimensional cytometry benchmark datasets in Bioconductor object formats
Cited by: 9
Author(s): Lukas M. Weber, Charlotte Soneson
Software Mentions: 2
Published: over 4 years ago

Projects: bioconductor: SummarizedExperiment

Papers Mentioning SummarizedExperiment 52