cran: Seurat | Projects | Ecosyste.ms: Papers

10.3389/fonc.2020.00423

Computational Oncology in the Multi-Omics Era: State of the Art
Cited by: 55
Author(s): Guillermo de Anda-Jáuregui, Enrique Hernández‐Lemus
Software Mentions: 46
Published: about 4 years ago

Protocol for Identification and Removal of Doublets with DoubletDecon
Cited by: 7
Author(s): Erica A. K. DePasquale, Daniel Schnell, Kashish Chetal, Nathan Salomonis
Software Mentions: 25
Published: over 3 years ago

10.3389/fimmu.2021.701085

A Single-Cell Atlas of Lymphocyte Adaptive Immune Repertoires and Transcriptomes Reveals Age-Related Differences in Convalescent COVID-19 Patients
Cited by: 29
Author(s): Florian Bieberich, Rodrigo Vazquez-Lombardi, Alexander Yermanos, Roy Ehling, Derek M Mason, Bastian Wagner, Edo Kapetanovic, Raphaël Brisset Di Roberto, Cédric R. Weber, Miodrag Savic, Fabian Rudolf, Sai T. Reddy
Software Mentions: 23
Published: almost 3 years ago

10.7554/eLife.43966

Unified single-cell analysis of testis gene regulation and pathology in five mouse strains
Cited by: 91
Author(s): Min Jung, Daniel Wells, Jannette Rusch, Suhaira Ahmad, Jonathan Marchini, Simon Myers, Donald F. Conrad
Software Mentions: 22
Published: almost 5 years ago

10.12688/f1000research.20843.1

Creating and sharing reproducible research code the workflowr way
Cited by: 51
Author(s): John Blischak, Peter Carbonetto, Matthew Stephens
Software Mentions: 22
Published: over 4 years ago

10.1186/s13059-020-02136-7

pipeComp, a general framework for the evaluation of computational pipelines, reveals performant single cell RNA-seq preprocessing tools
Cited by: 53
Author(s): Pierre-Luc Germain, Anthony Sonrel, Mark D. Robinson
Software Mentions: 21
Published: over 3 years ago

10.3389/fimmu.2021.632333

Immunological Feature and Transcriptional Signaling of Ly6C Monocyte Subsets From Transcriptome Analysis in Control and Hyperhomocysteinemic Mice
Cited by: 7
Author(s): Panpan Yang, Lu Liu, Lili Sun, Fang Pu, Nathaniel W. Snyder, Jason Saredy, Yong Ji, Wen Shen, Xuebin Qin, Qinghua Wu, Xiaofeng Yang, Hong Wang
Software Mentions: 21
Published: about 3 years ago

10.1186/s12864-020-06832-3

Seamless integration of image and molecular analysis for spatial transcriptomics workflows
Cited by: 121
Author(s): Joseph Bergenstråhle, Ludvig Larsson, Joakim Lundeberg
Software Mentions: 20
Published: almost 4 years ago

10.15252/msb.20188746

Current best practices in single‐cell RNA‐seq analysis: a tutorial
Cited by: 1,173
Author(s): Malte D. Luecken, Fabian J. Theis
Software Mentions: 20
Published: almost 5 years ago

10.15252/msb.20209438

Identification of genomic enhancers through spatial integration of single‐cell transcriptomics and epigenomics
Cited by: 49
Author(s): Carmen Bravo González-Blas, Xiao‐Jiang Quan, Ramon Duran-Romaña, Ibrahim Ihsan Taskiran, Duygu Koldere, Kristofer Davie, Valerie Christiaens, Samira Makhzami, Gert Hulselmans, Maxime De Waegeneer, David Mauduit, Suresh Poovathingal, Sara Aibar, Stein Aerts
Software Mentions: 19
Published: about 4 years ago

10.3390/cancers12040948

Reconstruction of Ewing Sarcoma Developmental Context from Mass-Scale Transcriptomics Reveals Characteristics of EWSR1-FLI1 Permissibility
Cited by: 23
Author(s): Henry E. Miller, Aparna Gorthi, Nicklas Bassani, Liesl A. Lawrence, Brian S. Iskra, Alexander J.R. Bishop
Software Mentions: 19
Published: about 4 years ago

10.1016/j.cell.2020.12.016

Spatiotemporal analysis of human intestinal development at single-cell resolution
Cited by: 215
Author(s): David Fawkner-Corbett, Agne Antanaviciute, Kaushal Parikh, Marta Jagielowicz, Ana Sousa Gerós, Tarun Gupta, Neil Ashley, Doran Khamis, Darren J. Fowler, Edward Morrissey, Christine M. Cunningham, Johnson Prv., Hashem Koohy, Alison Simmons
Software Mentions: 18
Published: over 3 years ago

10.3389/fimmu.2020.01691

Leveraging Public Single-Cell and Bulk Transcriptomic Datasets to Delineate MAIT Cell Roles and Phenotypic Characteristics in Human Malignancies
Cited by: 22
Author(s): Tony Yao, Parisa Shooshtari, S. M. Mansour Haeryfar
Software Mentions: 18
Published: almost 4 years ago

10.20517/jtgg.2020.51

Toward uncharted territory of cellular heterogeneity: advances and applications of single-cell RNA-seq
Cited by: 2
Author(s): Brandon Lieberman, Meena Kusi, Chia-Nung Hung, Chih-Wei Chou, Ning He, Yen‐Yi Ho, Josephine A. Taverna, Tim Hui-Ming Huang, Chun-Liang Chen
Software Mentions: 18
Published: over 4 years ago

10.1186/s12859-020-03577-4

NASQAR: a web-based platform for high-throughput sequencing data analysis and visualization
Cited by: 38
Author(s): Ayman Yousif, Nizar Drou, Jillian Rowe, Mohammed Khalfan, Kristin C. Gunsalus
Software Mentions: 17
Published: almost 4 years ago

10.1186/s13059-020-02104-1

Assessment of statistical methods from single cell, bulk RNA-seq, and metagenomics applied to microbiome data
Cited by: 57
Author(s): Matteo Calgaro, Chiara Romualdi, Levi Waldron, Davide Risso, Nicola Vitulo
Software Mentions: 17
Published: almost 4 years ago

10.1016/j.stem.2019.07.008

Defining the Identity and Dynamics of Adult Gastric Isthmus Stem Cells
Cited by: 85
Author(s): Seungmin Han, J. Lynn Fink, David J. Jörg, Eunmin Lee, Min Kyu Yum, Lemonia Chatzeli, Sebastian R. Merker, Manon Josserand, Teodora Trendafilova, Amanda Andersson-Rolf, Catherine Dabrowska, Hyunki Kim, Ronald Naumann, Ji–Hyun Lee, Nobuo Sasaki, Richard L. Mort, Onur Basak, Hans Clevers, Daniel E. Stange, Anna Philpott, Jong Kim, Benjamin D. Simons, Bon‐Kyoung Koo
Software Mentions: 17
Published: over 4 years ago

10.1084/jem.20200920

Single-cell analyses identify circulating anti-tumor CD8 T cells and markers for their enrichment
Cited by: 57
Author(s): Kristen E. Pauken, Osmaan Shahid, Kaitlyn A. Lagattuta, Kelly Mahuron, Jacob M. Luber, Margaret M. Lowe, Lüping Huang, Conor P. Delaney, Jaclyn M. Long, Megan E. Fung, Kathleen Newcomer, Katy K. Tsai, Melissa Chow, Samantha Guinn, Juhi R. Kuchroo, Kelly P. Burke, Jason M. Schenkel, Michael D. Rosenblum, Adil Daud, Arlene H. Sharpe, Meromit Singer
Software Mentions: 17
Published: about 3 years ago

10.1371/journal.pcbi.1006245

Exploring the single-cell RNA-seq analysis landscape with the scRNA-tools database
Cited by: 213
Author(s): Luke Zappia, Belinda Phipson, Alicia Oshlack
Software Mentions: 17
Published: almost 6 years ago

10.1186/s12859-021-04054-2

CytoTree: an R/Bioconductor package for analysis and visualization of flow and mass cytometry data
Cited by: 13
Author(s): Yuting Dai, Aining Xu, Jianfeng Li, Liang Wu, Shanhe Yu, Jun Chen, Wei‐Li Zhao, Xiao Jian Sun, Jinyan Huang
Software Mentions: 17
Published: about 3 years ago

10.12688/f1000research.15666.3

A systematic performance evaluation of clustering methods for single-cell RNA-seq data
Cited by: 33
Author(s): Angelo Duò, Mark D. Robinson, Charlotte Soneson
Software Mentions: 17
Published: over 3 years ago

10.1016/j.cell.2019.12.013

Identification of a Master Regulator of Differentiation in Toxoplasma
Cited by: 154
Author(s): Benjamin S. Waldman, Dominic Schwarz, Marc H. Wadsworth, Jeroen P. J. Saeij, Alex K. Shalek, Sebastian Lourido
Software Mentions: 17
Published: over 4 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: about 3 years ago

10.12688/f1000research.16198.2

scClustViz – Single-cell RNAseq cluster assessment and visualization
Cited by: 25
Author(s): Brendan T. Innes, Gary D. Bader
Software Mentions: 16
Published: about 5 years ago

10.12688/f1000research.22139.2

scRepertoire: An R-based toolkit for single-cell immune receptor analysis
Cited by: 121
Author(s): Nicholas Borcherding, Nicholas L. Bormann, Gloria Kraus
Software Mentions: 16
Published: almost 4 years ago

10.1126/sciimmunol.abd6832

Natural killer cell immunotypes related to COVID-19 disease severity
Cited by: 315
Author(s): Christopher Maucourant, Iva Filipovic, Andrea Ponzetta, Soo Aleman, Martin Cornillet, Laura Hertwig, Benedikt Strunz, Antonio Lentini, Björn Reinius, Demi Brownlie, Angélica Cuapio, Eivind Heggernes Ask, Ryan M. Hull, Alvaro Haroun-Izquierdo, Marie Schaffer, Jonas Klingström, Elin Folkesson, Marcus Buggert, Johan K. Sandberg, Lars Eriksson, Olav Rooyackers, Hans‐Gustaf Ljunggren, Karl‐Johan Malmberg, Jakob Michaëlsson, Nicole Marquardt, Quirin Hammer, Kristoffer Strålin, Niklas K. Björkström
Software Mentions: 16
Published: over 3 years ago

10.1186/s12859-017-1994-0

PIVOT: platform for interactive analysis and visualization of transcriptomics data
Cited by: 30
Author(s): Qin Zhu, Stephen Fisher, Hannah Dueck, Sarah A. Middleton, Mugdha Khaladkar, Junhyong Kim
Software Mentions: 15
Published: over 6 years ago

10.1186/s13059-020-02116-x

Integrative analyses of single-cell transcriptome and regulome using MAESTRO
Cited by: 107
Author(s): Chenfei Wang, Dongqing Sun, Xin Huang, Changxin Wan, Ziyi Li, Ya Han, Qian Qin, Jingyu Fan, Xintao Qiu, Yingtian Xie, Clifford A. Meyer, Myles Brown, Ming Tang, Henry W. Long, Tao Liu, X. Shirley Liu
Software Mentions: 15
Published: almost 4 years ago

10.1136/jitc-2020-000705

SITC cancer immunotherapy resource document: a compass in the land of biomarker discovery
Cited by: 17
Author(s): Siwen Hu‐Lieskovan, Srabani Bhaumik, Kavita M. Dhodapkar, Jean‐Charles Grivel, Sumati Gupta, Brent A. Hanks, Sylvia Janetzki, Thomas O. Kleen, Yoshinobu Koguchi, Amanda W. Lund, Cristina Maccalli, Yolanda D. Mahnke, Ruslan D. Novosiadly, Senthamil R. Selvan, Tasha N. Sims, Yingdong Zhao, Holden T. Maecker
Software Mentions: 15
Published: over 3 years ago

10.1186/s12859-020-03860-4

Finding a suitable library size to call variants in RNA-Seq
Cited by: 3
Author(s): Anna Quaglieri, Christoffer Flensburg, Terence P. Speed, Ian J. Majewski
Software Mentions: 15
Published: over 3 years ago

10.3389/fgene.2016.00163

Single-Cell Transcriptomics Bioinformatics and Computational Challenges
Cited by: 101
Author(s): Olivier Poirion, Xun Zhu, Travers Ching, Lana X. Garmire
Software Mentions: 15
Published: over 7 years ago

10.3389/fgene.2021.689406

Reference Transcriptomes of Porcine Peripheral Immune Cells Created Through Bulk and Single-Cell RNA Sequencing
Cited by: 26
Author(s): Júber Herrera-Uribe, Jayne E Wiarda, Sathesh K Sivasankaran, Lance Daharsh, Haibo Li, Kristen A Byrne, Timothy P. L. Smith, Joan K. Lunney, Crystal L. Loving, Christopher K. Tuggle
Software Mentions: 14
Published: almost 3 years ago

10.1038/s42003-020-01625-6

Mapping the immune environment in clear cell renal carcinoma by single-cell genomics
Cited by: 103
Author(s): Nicholas Borcherding, Ajaykumar Vishwakarma, Andrew P. Voigt, Andrew M. Bellizzi, Jacob Kaplan, Kenneth G. Nepple, Aliasger K. Salem, Russell W. Jenkins, Yousef Zakharia, Weizhou Zhang
Software Mentions: 14
Published: over 3 years ago

10.18632/aging.203353

Development and validation of an intra-tumor heterogeneity-related signature to predict prognosis of bladder cancer: a study based on single-cell RNA-seq
Cited by: 7
Author(s): Ranran Zhou, Jingjing Liang, Qi Chen, Haijun Tian, Cheng Yang, Cundong Liu
Software Mentions: 14
Published: almost 3 years ago

10.3389/fimmu.2020.606164

Six Immune Associated Genes Construct Prognostic Model Evaluate Low-Grade Glioma
Cited by: 32
Author(s): Yin Qiu Tan, Yun Tao Li, Teng Feng Yan, Yang Xu, Bao Hui Liu, Ji An Yang, Yang Xue, Qianxue Chen, Hong Bo Zhang
Software Mentions: 14
Published: over 3 years ago

10.1007/s00401-021-02343-x

Cross-platform transcriptional profiling identifies common and distinct molecular pathologies in Lewy body diseases
Cited by: 23
Author(s): Rahel Feleke, Regina H. Reynolds, Amy M. Smith, Bension S. Tilley, Sarah A. Gagliano Taliun, John Hardy, Paul M. Matthews, Steve Gentleman, David R. Owen, Michael R. Johnson, Prashant K. Srivastava, Mina Ryten
Software Mentions: 14
Published: almost 3 years ago

10.1186/s13059-017-1305-0

Splatter: simulation of single-cell RNA sequencing data
Cited by: 575
Author(s): Luke Zappia, Belinda Phipson, Alicia Oshlack
Software Mentions: 13
Published: over 6 years ago

10.1186/s13059-020-02071-7

Sierra: discovery of differential transcript usage from polyA-captured single-cell RNA-seq data
Cited by: 56
Author(s): Ralph Patrick, David T. Humphreys, Vaibhao Janbandhu, Alicia Oshlack, Joshua W. K. Ho, Richard P. Harvey, Kitty Lo
Software Mentions: 13
Published: almost 4 years ago

10.1186/s13059-019-1739-7

CellSIUS provides sensitive and specific detection of rare cell populations from complex single-cell RNA-seq data
Cited by: 33
Author(s): Rebekka Wegmann, Marilisa Neri, Sven Schuierer, Bilada Bilican, Huyen Hartkopf, Florian Nigsch, Felipa Mapa, Annick Waldt, Rachel Cuttat, Max R. Salick, Joe Raymond, Ajamete Kaykas, Guglielmo Roma, Caroline Gubser Keller
Software Mentions: 13
Published: almost 5 years ago

10.1038/s41422-020-00453-x

Establishment of intestinal organoid cultures modeling injury-associated epithelial regeneration
Cited by: 39
Author(s): Molong Qu, Liang Xiong, Yulin Lyu, Xiannian Zhang, Jie Shen, Jingyang Guan, Peiyuan Chai, Lin Zheng, Boyao Nie, Cheng Li, Jun Xu, Hongkui Deng
Software Mentions: 13
Published: over 3 years ago

10.1016/j.cell.2021.04.048

Integrated analysis of multimodal single-cell data
Cited by: 4,423
Author(s): Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen, William M. Mauck, Shiwei Zheng, Andrew Butler, Madeline Lee, Aaron J. Wilk, Charlotte A. Darby, Michael Zager, Paul Hoffman, Marlon Stoeckius, Efthymia Papalexi, Eleni P. Mimitou, Jaison Jain, Avi Srivastava, T.A. Stuart, Lamar M. Fleming, Bertrand Z. Yeung, Angela J. Rogers, Juliana McElrath, Catherine A. Blish, Raphaël Gottardo, Peter Smibert, Rahul Satija
Software Mentions: 13
Published: almost 3 years ago

10.1186/s12859-021-04210-8

Contrastive self-supervised clustering of scRNA-seq data
Cited by: 28
Author(s): Madalina Ciortan, Matthieu Defrance
Software Mentions: 13
Published: almost 3 years ago

10.1186/s13059-019-1898-6

Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis
Cited by: 123
Author(s): Shuang Sun, Jiaqiang Zhu, Ying Ma, Xiang Zhou
Software Mentions: 13
Published: over 4 years ago

10.3389/fimmu.2019.02887

Meta-Analysis of in vitro-Differentiated Macrophages Identifies Transcriptomic Signatures That Classify Disease Macrophages in vivo
Cited by: 29
Author(s): Hung Jen Chen, Andrew Y. Li Yim, Guillermo R. Griffith, Wouter J. de Jonge, Marcel M.A.M. Mannens, Enrico Ferrero, Peter Henneman, Menno P.J. de Winther
Software Mentions: 13
Published: over 4 years ago

10.3389/fonc.2021.639013

Single-Cell Transcriptome Analysis Identifies Ligand–Receptor Pairs Associated With BCP-ALL Prognosis
Cited by: 3
Author(s): Liang Wu, Mingming Jiang, Ping Yu, Jianfeng Li, Wen Ouyang, Chong Feng, Wei Zhao, Yuting Dai, Jinyan Huang
Software Mentions: 13
Published: about 3 years ago

10.3389/fgene.2019.00317

Single-Cell RNA-Seq Technologies and Related Computational Data Analysis
Cited by: 549
Author(s): Geng Chen, Baitang Ning, Tieliu Shi
Software Mentions: 13
Published: about 5 years ago

10.1186/s13046-020-01684-x

KIAA1522 potentiates TNFα-NFκB signaling to antagonize platinum-based chemotherapy in lung adenocarcinoma
Cited by: 11
Author(s): Boshi Wang, Tiantian Jing, Wei‐Lin Jin, Biaohua Chen, Chengsi Wu, Ming-Rong Wang, Yizhen Liu
Software Mentions: 13
Published: over 3 years ago

10.1186/s13073-020-00823-5

Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients
Cited by: 169
Author(s): Anna C. Aschenbrenner, Maria Mouktaroudi, Benjamin Krämer, Marie Oestreich, Nikolaos Antonakos, Melanie Nuesch-Germano, Konstantina Gkizeli, Lorenzo Bonaguro, Nico Reusch, Kevin Baßler, Maria Saridaki, Rainer Knoll, Tal Pecht, Theodore S. Kapellos, Sarandia Doulou, Charlotte Kröger, Miriam Herbert, Lisa Holsten, Arik Horne, Ioanna Gemünd, Nikoletta Rovina, Shobhit Agrawal, K. Dahm, Martina van Uelft, Anna Drews, Lena Lenkeit, Niklas Bruse, Jelle Gerretsen, Jannik Gierlich, Matthias Becker, Kristian Händler, Michael Kraut, Heidi Theis, Simachew Abebe Mengiste, Elena De Domenico, Jonas Schulte-Schrepping, Lea Seep, Jan Raabe, Christoph Hoffmeister, Michael ToVinh, Verena Keitel, Gereon J Rieke, Valentina Talevi, Dirk Skowasch, N. Ahmad Aziz, Peter Pickkers, Frank L. van de Veerdonk, Mihai G. Netea, Joachim L. Schultze, Matthijs Kox, Monique M.B. Breteler, Jacob Nattermann, Antonia Koutsoukou, Evangelos J. Giamarellos‐Bourboulis, Thomas Ulas
Software Mentions: 13
Published: over 3 years ago

10.1186/s12859-021-04028-4

scConsensus: combining supervised and unsupervised clustering for cell type identification in single-cell RNA sequencing data
Cited by: 12
Author(s): Bobby Ranjan, Florian Schmidt, Wenjie Sun, Jinyu Park, Mohammad Amin Honardoost, Joanna H.J. Tan, Nirmala Arul Rayan, Shyam Prabhakar
Software Mentions: 12
Published: about 3 years ago

10.7717/peerj.10469

BingleSeq: a user-friendly R package for bulk and single-cell RNA-Seq data analysis
Cited by: 5
Author(s): Daniel Dimitrov, Quan Gu
Software Mentions: 12
Published: over 3 years ago

10.1186/s13059-021-02480-2

Evaluation of some aspects in supervised cell type identification for single-cell RNA-seq: classifier, feature selection, and reference construction
Cited by: 16
Author(s): Wenjing Ma, Kenong Su, Hao Wu
Software Mentions: 12
Published: over 2 years ago

10.3389/fgene.2021.655536

Machine Intelligence in Single-Cell Data Analysis: Advances and New Challenges
Cited by: 30
Author(s): Jiajia Li, Zusen Fan, Weiling Zhao, Xiaobo Zhou
Software Mentions: 12
Published: almost 3 years ago

10.1093/gigascience/giaa102

A single-cell RNA-sequencing training and analysis suite using the Galaxy framework
Cited by: 15
Author(s): Mehmet Tekman, Bérénice Batut, Alexander Ostrovsky, Christophe Antoniewski, D. L. Clements, Fidel Ramírez, Graham Etherington, Hans-Rudolf Hotz, Jelle Scholtalbers, Jonathan Manning, Léa Bellenger, Maria A. Doyle, Mohammad Heydarian, Ni Huang, Nicola Soranzo, Pablo Moreno, Stefan Mautner, Irene Papatheodorou, Anton Nekrutenko, James Taylor, Daniel Blankenberg, Rolf Backofen, Björn Grüning
Software Mentions: 12
Published: over 3 years ago

10.1007/s00401-020-02226-7

Patient-derived organoids and orthotopic xenografts of primary and recurrent gliomas represent relevant patient avatars for precision oncology
Cited by: 69
Author(s): Anna Golebiewska, Ann-Christin Hau, Anaïs Oudin, Daniel Stieber, Yahaya A Yabo, Virginie Baus, Vanessa Barthelemy, Eliane Klein, Sébastien Bougnaud, Olivier Keunen, May Wantz, Alessandro Michelucci, Virginie Neirinckx, Arnaud Muller, Tony Kaoma, Petr V. Nazarov, Francisco Azuaje, Alfonso De Falco, Ben Flies, Lorraine Richart, Suresh Poovathingal, Thaís Arns, Kamil Grzyb, Andreas Möck, Christel Herold‐Mende, Anne Steinø, Dennis Brown, Patrick May, Hrvoje Miletić, Tathiane M. Malta, Houtan Noushmehr, Yong-Jun Kwon, Winnie Jahn, Barbara Klink, Georgette Tanner, Lucy F. Stead, Michel Mittelbronn, Alexander Skupin, Frank Hutter, Rolf Bjerkvig, Simone P. Niclou
Software Mentions: 12
Published: over 3 years ago

10.7554/eLife.63003

Short-term exposure to intermittent hypoxia leads to changes in gene expression seen in chronic pulmonary disease
Cited by: 17
Author(s): Gang Wu, Yin Yeng Lee, Evelyn M. Gulla, Andrew Potter, Joseph A. Kitzmiller, Marc D. Ruben, Nathan Salomonis, JA Whitsett, Lauren J. Francey, John B. Hogenesch, Smith Dl
Software Mentions: 12
Published: about 3 years ago

10.7554/eLife.48994

Self-assembling manifolds in single-cell RNA sequencing data
Cited by: 48
Author(s): Alexander J. Tarashansky, Yuan Xue, Pengyang Li, Stephen R. Quake, Bo Wang
Software Mentions: 12
Published: over 4 years ago

10.1186/s13059-019-1766-4

scAlign: a tool for alignment, integration, and rare cell identification from scRNA-seq data
Cited by: 74
Author(s): Nelson Johansen, Gerald Quon
Software Mentions: 12
Published: over 4 years ago

10.12688/f1000research.22969.2

clustifyr: an R package for automated single-cell RNA sequencing cluster classification
Cited by: 58
Author(s): Rui Fu, Austin E. Gillen, Ryan M. Sheridan, Chengzhe Tian, Michelle Daya, Yue Hao, Jay R. Hesselberth, Kent Riemondy
Software Mentions: 12
Published: almost 4 years ago

10.1186/s40425-019-0764-0

34th Annual Meeting & Pre-Conference Programs of the Society for Immunotherapy of Cancer (SITC 2019): part 2
Cited by: 28
Author(s):
Software Mentions: 12
Published: over 4 years ago

10.1186/s13059-019-1795-z

A comparison of automatic cell identification methods for single-cell RNA sequencing data
Cited by: 361
Author(s): Tamim Abdelaal, Lieke Michielsen, Davy Cats, Dylan Hoogduin, Hailiang Mei, Marcel J. T. Reinders, Ahmed Mahfouz
Software Mentions: 12
Published: over 4 years ago

10.7554/eLife.37551

Species and cell-type properties of classically defined human and rodent neurons and glia
Cited by: 55
Author(s): Xiao Xu, Elitsa I Stoyanova, Agata E. Lemiesz, Jie Xing, Deborah C. Mash, Nathaniel Heintz
Software Mentions: 12
Published: over 5 years ago

10.1186/s13148-019-0729-7

Peripheral blood DNA methylation differences in twin pairs discordant for Alzheimer’s disease
Cited by: 26
Author(s): Mikko Konki, Maia Malonzo, Ida Karlsson, Noora Lindgrén, Bishwa Ghimire, Johannes Smolander, Noora M. Scheinin, Miina Ollikainen, Asta Laiho, Laura L. Elo, Tapio Lönnberg, Matias Röyttä, Nancy L. Pedersen, Jaakko Kaprio, Harri Lähdesmäki, Juha O. Rinne, Riikka Lund
Software Mentions: 12
Published: over 4 years ago

10.26508/lsa.202001004

CellMixS: quantifying and visualizing batch effects in single-cell RNA-seq data
Cited by: 21
Author(s): Almut Luetge, Joanna Zyprych-Walczak, Urszula Brykczynska Kunzmann, Helena L. Crowell, Daniela Calini, Dheeraj Malhotra, Charlotte Soneson, Mark D. Robinson
Software Mentions: 12
Published: about 3 years ago

10.3389/fimmu.2020.00444

JunB Controls Intestinal Effector Programs in Regulatory T Cells
Cited by: 8
Author(s): Joshua D. Wheaton, Maria Ciofani
Software Mentions: 12
Published: about 4 years ago

10.1038/s41421-021-00321-x

Dynamics of TCR repertoire and T cell function in COVID-19 convalescent individuals
Cited by: 23
Author(s): Lingjie Luo, Wenhua Liang, Jianfeng Pang, Gang Xu, Yingying Chen, Xinrong Guo, Xin Wang, Yi Zhao, Yang-dian Lai, Yang Liu, Bin Li, Bing Su, Shuye Zhang, Michal Baniyash, Lei Shen, Lei Chen, Yun Ling, Ying Wang, Qiming Liang, Hongzhou Lu, Zheng Zhang, Feng Wang
Software Mentions: 12
Published: over 2 years ago

10.12688/f1000research.15809.2

Comparison of clustering tools in R for medium-sized 10x Genomics single-cell RNA-sequencing data
Cited by: 90
Author(s): Saskia Freytag, Tian Li, Ingrid Lönnstedt, Milica Ng, Melanie Bahlo
Software Mentions: 12
Published: over 5 years ago

10.1242/dev.177428

Novel dynamics of human mucociliary differentiation revealed by single-cell RNA sequencing of nasal epithelial cultures
Cited by: 182
Author(s): Sandra Ruiz García, Marie Deprez, Kévin Lebrigand, Amélie Cavard, Agnès Paquet, Marie-Jeanne Arguel, Virginie Magnone, Marin Truchi, Ignacio Caballero, Sylvie Leroy, Charles‐Hugo Marquette, Brice Marcet, Pascal Barbry, Laure‐Emmanuelle Zaragosi
Software Mentions: 11
Published: over 4 years ago

10.1186/s13059-020-1926-6

Eleven grand challenges in single-cell data science
Cited by: 646
Author(s): David Laehnemann, Johannes Köster, Ewa Szczurek, Davis J. McCarthy, Stephanie Hicks, Mark D. Robinson, Catalina A. Vallejos, Kieran R Campbell, Niko Beerenwinkel, Ahmed Mahfouz, Luca Pinello, Pavel Skums, Alexandros Stamatakis, Camille Stephan‐Otto Attolini, Samuel Aparicio, Jasmijn A. Baaijens, Marleen Balvert, Buys de Barbanson, Antonio Cappuccio, Giacomo Corleone, Bas E. Dutilh, Maria Florescu, Victor Guryev, Rens Holmer, Katharina Jahn, Thamar Jessurun Lobo, Emma M Keizer, Indu Khatri, Szymon M. Kiełbasa, Jan Korbel, Alexey M Kozlov, Tzu Hao Kuo, Boudewijn P. F. Lelieveldt, Ion Măndoiu, John C. Marioni, Tobias Marschall, Felix Mölder, Amir Niknejad, Łukasz Rączkowski, Marcel J. T. Reinders, Jeroen de Ridder, Antoine Emmanuel Saliba, Antonios Somarakis, Oliver Stegle, Fabian J. Theis, Huan Yang, Alexander Zelikovsky, Alice C. McHardy, Benjamin J. Raphael, Sohrab P. Shah, Alexander Schönhuth
Software Mentions: 11
Published: about 4 years ago

10.1074/mcp.TIR120.002155

ReactomeGSA - Efficient Multi-Omics Comparative Pathway Analysis
Cited by: 129
Author(s): Johannes Griss, Guilherme Viteri, Konstantinos Sidiropoulos, Vy Kim Nguyen, Antonio Fabregat, Henning Hermjakob
Software Mentions: 11
Published: over 3 years ago

10.1016/j.cell.2018.08.067

Structural Remodeling of the Human Colonic Mesenchyme in Inflammatory Bowel Disease
Cited by: 396
Author(s): James Kinchen, Hannah H. Chen, Kaushal Parikh, Agne Antanaviciute, Marta Jagielowicz, David Fawkner-Corbett, Neil Ashley, Laura Cubitt, Esther Mellado-Gomez, Moustafa Attar, Eshita Sharma, Quin F. Wills, Rory Bowden, Felix Clemens Richter, David Ahern, Kamal D. Puri, Jill Hénault, François G. Gervais, Hashem Koohy, Alison Simmons
Software Mentions: 11
Published: over 5 years ago

10.3389/fbioe.2020.00101

The Integrated Transcriptome Bioinformatics Analysis Identifies Key Genes and Cellular Components for Spinal Cord Injury-Related Neuropathic Pain
Cited by: 8
Author(s): Runzhi Huang, Tong Meng, Rui Zhu, Lijuan Zhao, Dianwen Song, Huabin Yin, Zongqiang Huang, Liming Cheng, Jie Zhang
Software Mentions: 11
Published: about 4 years ago

10.1038/s41598-021-88698-3

In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy
Cited by: 23
Author(s): Kolja Becker, H. Klein, Eric J. Simon, Coralie Viollet, Christian Haslinger, Germán Leparc, Christian Schultheis, Victor Chong, Markus H. Kuehn, Francesc Fernández-Albert, Remko A. Bakker
Software Mentions: 11
Published: almost 3 years ago

10.1093/bioinformatics/btz889

<i>CellBench</i>: <i>R/Bioconductor</i> software for comparing single-cell RNA-seq analysis methods
Cited by: 17
Author(s): Shian Su, Luyi Tian, Xueyi Dong, Peter Hickey, Saskia Freytag, Matthew E. Ritchie
Software Mentions: 11
Published: over 4 years ago

10.1038/s41392-021-00753-7

Single-cell immune profiling reveals distinct immune response in asymptomatic COVID-19 patients
Cited by: 18
Author(s): Xiang-Na Zhao, Yue You, Xiaoming Cui, Han Gao, Guolin Wang, Shengbo Zhang, Lilin Ye, Lei Duan, Ka-Li Zhu, Yuling Wang, Li Li, Jianhua Lu, Haibin Wang, Jingfang Fan, Huanwei Zheng, Erfu Dai, Luyi Tian, Mai‐Juan Ma
Software Mentions: 11
Published: over 2 years ago

10.1016/j.isci.2021.102882

Integrated analysis of glycan and RNA in single cells
Cited by: 22
Author(s): Fumi Minoshima, Haruka Ozaki, Haruki Odaka, Hiroaki Tateno
Software Mentions: 11
Published: almost 3 years ago

10.1038/s41421-021-00314-w

Single-cell RNA-Seq reveals transcriptional heterogeneity and immune subtypes associated with disease activity in human myasthenia gravis
Cited by: 12
Author(s): Jin Wu, Qi Yang, Yuyao Peng, Chengkai Yan, Yi Li, Zhaohui Luo, Bo Xiao, Liqun Xu, Huan Yang
Software Mentions: 11
Published: over 2 years ago

10.3390/cancers13122903

Integrative Transcriptomic Analysis Reveals Distinctive Molecular Traits and Novel Subtypes of Collecting Duct Carcinoma
Cited by: 6
Author(s): Chiara Gargiuli, Pierangela Sepe, Anna Tessari, Tyler Sheetz, Maurizio Colecchia, F.G.M. De Braud, Giuseppe Procopio, Marialuisa Sensi, Elena Verzoni, Matteo Dugo
Software Mentions: 11
Published: almost 3 years ago

10.18632/aging.102434

Development and validation of a metastasis-associated prognostic signature based on single-cell RNA-seq in clear cell renal cell carcinoma
Cited by: 28
Author(s): Chuanjie Zhang, Hongchao He, Xin Hu, Ao Liu, Da Huang, Yu Xu, Lu Chen, Danfeng Xu
Software Mentions: 10
Published: over 4 years ago

10.1186/s13059-020-02034-y

APEC: an accesson-based method for single-cell chromatin accessibility analysis
Cited by: 11
Author(s): Bin Li, Young Li, Kun Li, Lianbang Zhu, Qiaoni Yu, Pengfei Cai, Jingwen Fang, Wen Zhang, Pengcheng Du, Chen Jiang, Jun Lin, Kun Qu
Software Mentions: 10
Published: almost 4 years ago

10.15252/msb.20209522

Neural G0: a quiescent‐like state found in neuroepithelial‐derived cells and glioma
Cited by: 19
Author(s): Samantha O'Connor, Heather Feldman, Sonali Arora, Pia Hoellerbauer, Chad M. Toledo, Philip Corrin, Lucas Carter, Megan Kufeld, Hamid Bolouri, Ryan Basom, Jeffrey J. Delrow, José L. McFaline-Figueroa, Cole Trapnell, Steven M. Pollard, Anoop P. Patel, Patrick J. Paddison, Christopher Plaisier
Software Mentions: 10
Published: almost 3 years ago

10.3389/fimmu.2021.602539

Single-Cell Transcriptomic Analyses Define Distinct Peripheral B Cell Subsets and Discrete Development Pathways
Cited by: 60
Author(s): Alexander Stewart, Joseph C.F. Ng, Gillian A. Wallis, Vasiliki Tsioligka, Franca Fraternali, Deborah K. Dunn‐Walters
Software Mentions: 10
Published: about 3 years ago

10.7554/eLife.18683

Differences and similarities between human and chimpanzee neural progenitors during cerebral cortex development
Cited by: 185
Author(s): Felipe Mora‐Bermúdez, Farhath Badsha, Sabina Kanton, J. Gray Camp, Benjamin Vernot, Kathrin Köhler, Birger Voigt, Keisuke Okita, Tomislav Maričić, Zhisong He, Robert Lachmann, Svante Pääbo, Barbara Treutlein, Wieland B. Huttner
Software Mentions: 10
Published: over 7 years ago

10.3389/fonc.2020.00973

Impact of Data Preprocessing on Integrative Matrix Factorization of Single Cell Data
Cited by: 8
Author(s): Lauren Hsu, Aedín C. Culhane
Software Mentions: 10
Published: almost 4 years ago

10.1038/s41422-021-00467-z

Dissecting human embryonic skeletal stem cell ontogeny by single-cell transcriptomic and functional analyses
Cited by: 44
Author(s): Jian He, Yan Jing, Jianfang Wang, Liangyu Zhao, Xin Qian, Yang Zeng, Yuxi Sun, Han Zhang, Zhijie Bai, Zongcheng Li, Yanli Ni, Yandong Gong, Yunqiao Li, Han He, Zhilei Bian, Yu Lan, Chunyu Ma, Lihong Bian, Heng Zhu, Bing Liu, Rui Yue
Software Mentions: 10
Published: over 3 years ago

10.1038/s41422-020-00451-z

Sequential fate-switches in stem-like cells drive the tumorigenic trajectory from human neural stem cells to malignant glioma
Cited by: 38
Author(s): Xiaofei Wang, Ran Zhou, Yanzhen Xiong, Lingling Zhou, Xiang Yan, Manli Wang, Li Fan, Chuanxing Xie, Yiming Zhang, Zongyao Huang, Chaoqiong Ding, Ke Shi, Weida Li, Liu Yu, Cao Zeyi, Zhenning Zhang, Shengtao Zhou, Chong Chen, Yan Zhang, Lu Chen, Yuan Wang
Software Mentions: 10
Published: over 3 years ago

10.1186/s12915-019-0709-6

Single-cell reconstruction of differentiation trajectory reveals a critical role of ETS1 in human cardiac lineage commitment
Cited by: 31
Author(s): Hang Ruan, Yingnan Liao, Zongna Ren, Lin Mao, Fang Yao, Yu Peng, Youqiong Ye, Zhao Zhang, Shengli Li, Hanshi Xu, Jiewei Liu, Lixia Diao, Bingying Zhou, Leng Han, Li Wang
Software Mentions: 10
Published: over 4 years ago

10.1016/j.celrep.2019.10.024

Single-Cell Transcriptomics Uncovers Zonation of Function in the Mesenchyme during Liver Fibrosis
Cited by: 227
Author(s): Ross Dobie, John Wilson-Kanamori, Beth E. P. Henderson, J. F. Smith, Kylie P. Matchett, Jordan Raymond Portman, Karolina Wallenborg, Simone Picelli, Анна Загорска, Swetha Pendem, Thomas E. Hudson, Max C. Wu, Grant R. Budas, David G. Breckenridge, Ewen M Harrison, Damian J. Mole, Stephen J. Wigmore, Prakash Ramachandran, Chris P. Ponting, Sarah A. Teichmann, John C. Marioni, Neil C. Henderson
Software Mentions: 10
Published: over 4 years ago

10.1093/bioinformatics/btaa201

Resolving single-cell heterogeneity from hundreds of thousands of cells through sequential hybrid clustering and NMF
Cited by: 37
Author(s): Meenakshi Venkatasubramanian, Kashish Chetal, Daniel Schnell, Gowtham Atluri, Nathan Salomonis
Software Mentions: 10
Published: about 4 years ago

10.1093/bioinformatics/btz704

Spectrum: fast density-aware spectral clustering for single and multi-omic data
Cited by: 43
Author(s): Christopher R. John, David S. Watson, Michael R. Barnes, Costantino Pitzalis, Myles Lewis
Software Mentions: 10
Published: over 4 years ago

10.1371/journal.pbio.3000528

Single-cell transcriptomics of the naked mole-rat reveals unexpected features of mammalian immunity
Cited by: 74
Author(s): Hugo G. Hilton, Nimrod D. Rubinstein, Peter Janki, Andrea Ireland, Nicholas Bernstein, Nicole L. Fong, Kevin M. Wright, Megan Smith, David Finkle, Baby Martin-McNulty, Margaret Roy, Denise M. Imai, Vladimir Jojic, Rochelle Buffenstein
Software Mentions: 10
Published: over 4 years ago

10.1186/s13073-020-00731-8

Integrative -omics and HLA-ligandomics analysis to identify novel drug targets for ccRCC immunotherapy
Cited by: 28
Author(s): Anna Reustle, Moreno Di Marco, Carolin Meyerhoff, Annika Nelde, Juliane S. Walz, Stefan Winter, Siahei Kandabarau, Florian Büttner, Mathias Haag, Linus Backert, Daniel J. Kowalewski, Steffen Rausch, Jörg Hennenlotter, Viktoria Stühler, Marcus Scharpf, Falko Fend, Arnulf Stenzl, Hans‐Georg Rammensee, Jens Bedke, Stefan Stevanović, Matthias Schwab, Elke Schaeffeler
Software Mentions: 9
Published: about 4 years ago

10.1186/s13059-021-02286-2

Giotto: a toolbox for integrative analysis and visualization of spatial expression data
Cited by: 290
Author(s): Ruben Dries, Qi Zhu, Rui Dong, Chee-Huat Linus Eng, Huipeng Li, Kan Liu, Yuntian Fu, Tianxiao Zhao, Arpan Sarkar, Feng Bao, Rani E. George, Nico Pierson, Long Cai, Guo‐Cheng Yuan
Software Mentions: 9
Published: about 3 years ago

10.1371/journal.pbio.3001158

Disparate temperature-dependent virus–host dynamics for SARS-CoV-2 and SARS-CoV in the human respiratory epithelium
Cited by: 66
Author(s): Philip V’kovski, Mitra Gultom, Jenna N. Kelly, Silvio Steiner, Julie Russeil, Bastien Mangeat, Elisa Cora, Joern Pezoldt, Melle Holwerda, Annika Kratzel, Laura Laloli, Manon Wider, Jasmine Portmann, Thao Thi Phuong Tran, Nadine Ebert, Hanspeter Stalder, Rune Hartmann, Vincent Gardeux, Daniel Alpern, Bart Deplancke, Volker Thiel, Ronald Dijkman
Software Mentions: 9
Published: about 3 years ago

10.1093/gigascience/giy083

Clustering trees: a visualization for evaluating clusterings at multiple resolutions
Cited by: 353
Author(s): Luke Zappia, Alicia Oshlack
Software Mentions: 9
Published: almost 6 years ago

10.1016/j.csbj.2018.01.003

A review of somatic single nucleotide variant calling algorithms for next-generation sequencing data
Cited by: 184
Author(s): Chang Xu
Software Mentions: 9
Published: over 6 years ago

10.1186/s13059-020-02083-3

DISC: a highly scalable and accurate inference of gene expression and structure for single-cell transcriptomes using semi-supervised deep learning
Cited by: 23
Author(s): Yong He, Hao Yuan, Changbao Wu, Zhi Xie
Software Mentions: 9
Published: almost 4 years ago

10.1186/s13059-020-02096-y

Demystifying “drop-outs” in single-cell UMI data
Cited by: 66
Author(s): Tae Hyun Kim, Xiang Zhou, Mengjie Chen
Software Mentions: 9
Published: almost 4 years ago

10.15252/msb.20209620

Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models
Cited by: 166
Author(s): Chenling Xu, Romain Lopez, Edouard Mehlman, Jeffrey Regier, Michael I. Jordan, Nir Yosef
Software Mentions: 9
Published: over 3 years ago

10.3389/fgene.2019.01253

Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods
Cited by: 56
Author(s): Monika Krzak, Yordan P. Raykov, Alexis Boukouvalas, Luisa Cutillo, Claudia Angelini
Software Mentions: 9
Published: over 4 years ago

10.1186/s13059-020-02008-0

scATAC-pro: a comprehensive workbench for single-cell chromatin accessibility sequencing data
Cited by: 24
Author(s): Wenbao Yu, Yasin Uzun, Qin Zhu, Changya Chen, Kai Tan
Software Mentions: 9
Published: about 4 years ago

Projects: cran: Seurat

Papers Mentioning Seurat 1,512