Andrew E Teschendorff, Charles E Breeze, Shijie C Zheng, Stephan Beck. BMC Bioinformatics 2017
Times Cited: 133
Times Cited: 133
Times Cited
Times Co-cited
Similarity
DNA methylation arrays as surrogate measures of cell mixture distribution.
Eugene Andres Houseman, William P Accomando, Devin C Koestler, Brock C Christensen, Carmen J Marsit, Heather H Nelson, John K Wiencke, Karl T Kelsey. BMC Bioinformatics 2012
Eugene Andres Houseman, William P Accomando, Devin C Koestler, Brock C Christensen, Carmen J Marsit, Heather H Nelson, John K Wiencke, Karl T Kelsey. BMC Bioinformatics 2012
48
Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays.
Martin J Aryee, Andrew E Jaffe, Hector Corrada-Bravo, Christine Ladd-Acosta, Andrew P Feinberg, Kasper D Hansen, Rafael A Irizarry. Bioinformatics 2014
Martin J Aryee, Andrew E Jaffe, Hector Corrada-Bravo, Christine Ladd-Acosta, Andrew P Feinberg, Kasper D Hansen, Rafael A Irizarry. Bioinformatics 2014
38
Robust enumeration of cell subsets from tissue expression profiles.
Aaron M Newman, Chih Long Liu, Michael R Green, Andrew J Gentles, Weiguo Feng, Yue Xu, Chuong D Hoang, Maximilian Diehn, Ash A Alizadeh. Nat Methods 2015
Aaron M Newman, Chih Long Liu, Michael R Green, Andrew J Gentles, Weiguo Feng, Yue Xu, Chuong D Hoang, Maximilian Diehn, Ash A Alizadeh. Nat Methods 2015
31
Accounting for cellular heterogeneity is critical in epigenome-wide association studies.
Andrew E Jaffe, Rafael A Irizarry. Genome Biol 2014
Andrew E Jaffe, Rafael A Irizarry. Genome Biol 2014
26
Differential DNA methylation in purified human blood cells: implications for cell lineage and studies on disease susceptibility.
Lovisa E Reinius, Nathalie Acevedo, Maaike Joerink, Göran Pershagen, Sven-Erik Dahlén, Dario Greco, Cilla Söderhäll, Annika Scheynius, Juha Kere. PLoS One 2012
Lovisa E Reinius, Nathalie Acevedo, Maaike Joerink, Göran Pershagen, Sven-Erik Dahlén, Dario Greco, Cilla Söderhäll, Annika Scheynius, Juha Kere. PLoS One 2012
19
limma powers differential expression analyses for RNA-sequencing and microarray studies.
Matthew E Ritchie, Belinda Phipson, Di Wu, Yifang Hu, Charity W Law, Wei Shi, Gordon K Smyth. Nucleic Acids Res 2015
Matthew E Ritchie, Belinda Phipson, Di Wu, Yifang Hu, Charity W Law, Wei Shi, Gordon K Smyth. Nucleic Acids Res 2015
19
A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data.
Andrew E Teschendorff, Francesco Marabita, Matthias Lechner, Thomas Bartlett, Jesper Tegner, David Gomez-Cabrero, Stephan Beck. Bioinformatics 2013
Andrew E Teschendorff, Francesco Marabita, Matthias Lechner, Thomas Bartlett, Jesper Tegner, David Gomez-Cabrero, Stephan Beck. Bioinformatics 2013
18
Adjusting batch effects in microarray expression data using empirical Bayes methods.
W Evan Johnson, Cheng Li, Ariel Rabinovic. Biostatistics 2007
W Evan Johnson, Cheng Li, Ariel Rabinovic. Biostatistics 2007
17
Reference-free deconvolution of DNA methylation data and mediation by cell composition effects.
E Andres Houseman, Molly L Kile, David C Christiani, Tan A Ince, Karl T Kelsey, Carmen J Marsit. BMC Bioinformatics 2016
E Andres Houseman, Molly L Kile, David C Christiani, Tan A Ince, Karl T Kelsey, Carmen J Marsit. BMC Bioinformatics 2016
17
Identification of differentially methylated cell types in epigenome-wide association studies.
Shijie C Zheng, Charles E Breeze, Stephan Beck, Andrew E Teschendorff. Nat Methods 2018
Shijie C Zheng, Charles E Breeze, Stephan Beck, Andrew E Teschendorff. Nat Methods 2018
25
Statistical and integrative system-level analysis of DNA methylation data.
Andrew E Teschendorff, Caroline L Relton. Nat Rev Genet 2018
Andrew E Teschendorff, Caroline L Relton. Nat Rev Genet 2018
17
An optimized library for reference-based deconvolution of whole-blood biospecimens assayed using the Illumina HumanMethylationEPIC BeadArray.
Lucas A Salas, Devin C Koestler, Rondi A Butler, Helen M Hansen, John K Wiencke, Karl T Kelsey, Brock C Christensen. Genome Biol 2018
Lucas A Salas, Devin C Koestler, Rondi A Butler, Helen M Hansen, John K Wiencke, Karl T Kelsey, Brock C Christensen. Genome Biol 2018
17
A novel cell-type deconvolution algorithm reveals substantial contamination by immune cells in saliva, buccal and cervix.
Shijie C Zheng, Amy P Webster, Danyue Dong, Andy Feber, David G Graham, Roisin Sullivan, Sarah Jevons, Laurence B Lovat, Stephan Beck, Martin Widschwendter,[...]. Epigenomics 2018
Shijie C Zheng, Amy P Webster, Danyue Dong, Andy Feber, David G Graham, Roisin Sullivan, Sarah Jevons, Laurence B Lovat, Stephan Beck, Martin Widschwendter,[...]. Epigenomics 2018
26
Reference-free cell mixture adjustments in analysis of DNA methylation data.
Eugene Andres Houseman, John Molitor, Carmen J Marsit. Bioinformatics 2014
Eugene Andres Houseman, John Molitor, Carmen J Marsit. Bioinformatics 2014
16
Genome-wide methylation profiles reveal quantitative views of human aging rates.
Gregory Hannum, Justin Guinney, Ling Zhao, Li Zhang, Guy Hughes, SriniVas Sadda, Brandy Klotzle, Marina Bibikova, Jian-Bing Fan, Yuan Gao,[...]. Mol Cell 2013
Gregory Hannum, Justin Guinney, Ling Zhao, Li Zhang, Guy Hughes, SriniVas Sadda, Brandy Klotzle, Marina Bibikova, Jian-Bing Fan, Yuan Gao,[...]. Mol Cell 2013
16
The sva package for removing batch effects and other unwanted variation in high-throughput experiments.
Jeffrey T Leek, W Evan Johnson, Hilary S Parker, Andrew E Jaffe, John D Storey. Bioinformatics 2012
Jeffrey T Leek, W Evan Johnson, Hilary S Parker, Andrew E Jaffe, John D Storey. Bioinformatics 2012
15
Integrative analysis of 111 reference human epigenomes.
Anshul Kundaje, Wouter Meuleman, Jason Ernst, Misha Bilenky, Angela Yen, Alireza Heravi-Moussavi, Pouya Kheradpour, Zhizhuo Zhang, Jianrong Wang, Michael J Ziller,[...]. Nature 2015
Anshul Kundaje, Wouter Meuleman, Jason Ernst, Misha Bilenky, Angela Yen, Alireza Heravi-Moussavi, Pouya Kheradpour, Zhizhuo Zhang, Jianrong Wang, Michael J Ziller,[...]. Nature 2015
14
Discovery of cross-reactive probes and polymorphic CpGs in the Illumina Infinium HumanMethylation450 microarray.
Yi-an Chen, Mathieu Lemire, Sanaa Choufani, Darci T Butcher, Daria Grafodatskaya, Brent W Zanke, Steven Gallinger, Thomas J Hudson, Rosanna Weksberg. Epigenetics 2013
Yi-an Chen, Mathieu Lemire, Sanaa Choufani, Darci T Butcher, Daria Grafodatskaya, Brent W Zanke, Steven Gallinger, Thomas J Hudson, Rosanna Weksberg. Epigenetics 2013
14
Cell-type deconvolution in epigenome-wide association studies: a review and recommendations.
Andrew E Teschendorff, Shijie C Zheng. Epigenomics 2017
Andrew E Teschendorff, Shijie C Zheng. Epigenomics 2017
18
Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis.
Yun Liu, Martin J Aryee, Leonid Padyukov, M Daniele Fallin, Espen Hesselberg, Arni Runarsson, Lovisa Reinius, Nathalie Acevedo, Margaret Taub, Marcus Ronninger,[...]. Nat Biotechnol 2013
Yun Liu, Martin J Aryee, Leonid Padyukov, M Daniele Fallin, Espen Hesselberg, Arni Runarsson, Lovisa Reinius, Nathalie Acevedo, Margaret Taub, Marcus Ronninger,[...]. Nat Biotechnol 2013
14
Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis.
Pan Du, Xiao Zhang, Chiang-Ching Huang, Nadereh Jafari, Warren A Kibbe, Lifang Hou, Simon M Lin. BMC Bioinformatics 2010
Pan Du, Xiao Zhang, Chiang-Ching Huang, Nadereh Jafari, Warren A Kibbe, Lifang Hou, Simon M Lin. BMC Bioinformatics 2010
13
Epigenome-wide association studies without the need for cell-type composition.
James Zou, Christoph Lippert, David Heckerman, Martin Aryee, Jennifer Listgarten. Nat Methods 2014
James Zou, Christoph Lippert, David Heckerman, Martin Aryee, Jennifer Listgarten. Nat Methods 2014
12
Cell-type deconvolution from DNA methylation: a review of recent applications.
Alexander J Titus, Rachel M Gallimore, Lucas A Salas, Brock C Christensen. Hum Mol Genet 2017
Alexander J Titus, Rachel M Gallimore, Lucas A Salas, Brock C Christensen. Hum Mol Genet 2017
16
Associating cellular epigenetic models with human phenotypes.
Tuuli Lappalainen, John M Greally. Nat Rev Genet 2017
Tuuli Lappalainen, John M Greally. Nat Rev Genet 2017
10
Comprehensive characterization, annotation and innovative use of Infinium DNA methylation BeadChip probes.
Wanding Zhou, Peter W Laird, Hui Shen. Nucleic Acids Res 2017
Wanding Zhou, Peter W Laird, Hui Shen. Nucleic Acids Res 2017
10
Pan-cancer deconvolution of tumour composition using DNA methylation.
Ankur Chakravarthy, Andrew Furness, Kroopa Joshi, Ehsan Ghorani, Kirsty Ford, Matthew J Ward, Emma V King, Matt Lechner, Teresa Marafioti, Sergio A Quezada,[...]. Nat Commun 2018
Ankur Chakravarthy, Andrew Furness, Kroopa Joshi, Ehsan Ghorani, Kirsty Ford, Matthew J Ward, Emma V King, Matt Lechner, Teresa Marafioti, Sergio A Quezada,[...]. Nat Commun 2018
10
missMethyl: an R package for analyzing data from Illumina's HumanMethylation450 platform.
Belinda Phipson, Jovana Maksimovic, Alicia Oshlack. Bioinformatics 2016
Belinda Phipson, Jovana Maksimovic, Alicia Oshlack. Bioinformatics 2016
10
MeDeCom: discovery and quantification of latent components of heterogeneous methylomes.
Pavlo Lutsik, Martin Slawski, Gilles Gasparoni, Nikita Vedeneev, Matthias Hein, Jörn Walter. Genome Biol 2017
Pavlo Lutsik, Martin Slawski, Gilles Gasparoni, Nikita Vedeneev, Matthias Hein, Jörn Walter. Genome Biol 2017
22
Improving cell mixture deconvolution by identifying optimal DNA methylation libraries (IDOL).
Devin C Koestler, Meaghan J Jones, Joseph Usset, Brock C Christensen, Rondi A Butler, Michael S Kobor, John K Wiencke, Karl T Kelsey. BMC Bioinformatics 2016
Devin C Koestler, Meaghan J Jones, Joseph Usset, Brock C Christensen, Rondi A Butler, Michael S Kobor, John K Wiencke, Karl T Kelsey. BMC Bioinformatics 2016
13
Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications.
Felix Krueger, Simon R Andrews. Bioinformatics 2011
Felix Krueger, Simon R Andrews. Bioinformatics 2011
9
Bulk tissue cell type deconvolution with multi-subject single-cell expression reference.
Xuran Wang, Jihwan Park, Katalin Susztak, Nancy R Zhang, Mingyao Li. Nat Commun 2019
Xuran Wang, Jihwan Park, Katalin Susztak, Nancy R Zhang, Mingyao Li. Nat Commun 2019
9
Comprehensive human cell-type methylation atlas reveals origins of circulating cell-free DNA in health and disease.
Joshua Moss, Judith Magenheim, Daniel Neiman, Hai Zemmour, Netanel Loyfer, Amit Korach, Yaacov Samet, Myriam Maoz, Henrik Druid, Peter Arner,[...]. Nat Commun 2018
Joshua Moss, Judith Magenheim, Daniel Neiman, Hai Zemmour, Netanel Loyfer, Amit Korach, Yaacov Samet, Myriam Maoz, Henrik Druid, Peter Arner,[...]. Nat Commun 2018
9
Capturing heterogeneity in gene expression studies by surrogate variable analysis.
Jeffrey T Leek, John D Storey. PLoS Genet 2007
Jeffrey T Leek, John D Storey. PLoS Genet 2007
8
Low-level processing of Illumina Infinium DNA Methylation BeadArrays.
Timothy J Triche, Daniel J Weisenberger, David Van Den Berg, Peter W Laird, Kimberly D Siegmund. Nucleic Acids Res 2013
Timothy J Triche, Daniel J Weisenberger, David Van Den Berg, Peter W Laird, Kimberly D Siegmund. Nucleic Acids Res 2013
8
A cell epigenotype specific model for the correction of brain cellular heterogeneity bias and its application to age, brain region and major depression.
Jerry Guintivano, Martin J Aryee, Zachary A Kaminsky. Epigenetics 2013
Jerry Guintivano, Martin J Aryee, Zachary A Kaminsky. Epigenetics 2013
8
Cell type-specific gene expression differences in complex tissues.
Shai S Shen-Orr, Robert Tibshirani, Purvesh Khatri, Dale L Bodian, Frank Staedtler, Nicholas M Perry, Trevor Hastie, Minnie M Sarwal, Mark M Davis, Atul J Butte. Nat Methods 2010
Shai S Shen-Orr, Robert Tibshirani, Purvesh Khatri, Dale L Bodian, Frank Staedtler, Nicholas M Perry, Trevor Hastie, Minnie M Sarwal, Mark M Davis, Atul J Butte. Nat Methods 2010
8
High density DNA methylation array with single CpG site resolution.
Marina Bibikova, Bret Barnes, Chan Tsan, Vincent Ho, Brandy Klotzle, Jennie M Le, David Delano, Lu Zhang, Gary P Schroth, Kevin L Gunderson,[...]. Genomics 2011
Marina Bibikova, Bret Barnes, Chan Tsan, Vincent Ho, Brandy Klotzle, Jennie M Le, David Delano, Lu Zhang, Gary P Schroth, Kevin L Gunderson,[...]. Genomics 2011
8
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
Mark D Robinson, Davis J McCarthy, Gordon K Smyth. Bioinformatics 2010
Mark D Robinson, Davis J McCarthy, Gordon K Smyth. Bioinformatics 2010
8
CpGassoc: an R function for analysis of DNA methylation microarray data.
Richard T Barfield, Varun Kilaru, Alicia K Smith, Karen N Conneely. Bioinformatics 2012
Richard T Barfield, Varun Kilaru, Alicia K Smith, Karen N Conneely. Bioinformatics 2012
8
BayesCCE: a Bayesian framework for estimating cell-type composition from DNA methylation without the need for methylation reference.
Elior Rahmani, Regev Schweiger, Liat Shenhav, Theodora Wingert, Ira Hofer, Eilon Gabel, Eleazar Eskin, Eran Halperin. Genome Biol 2018
Elior Rahmani, Regev Schweiger, Liat Shenhav, Theodora Wingert, Ira Hofer, Eilon Gabel, Eleazar Eskin, Eran Halperin. Genome Biol 2018
38
Determining cell type abundance and expression from bulk tissues with digital cytometry.
Aaron M Newman, Chloé B Steen, Chih Long Liu, Andrew J Gentles, Aadel A Chaudhuri, Florian Scherer, Michael S Khodadoust, Mohammad S Esfahani, Bogdan A Luca, David Steiner,[...]. Nat Biotechnol 2019
Aaron M Newman, Chloé B Steen, Chih Long Liu, Andrew J Gentles, Aadel A Chaudhuri, Florian Scherer, Michael S Khodadoust, Mohammad S Esfahani, Bogdan A Luca, David Steiner,[...]. Nat Biotechnol 2019
8
Genome-wide DNA methylation comparison between live human brain and peripheral tissues within individuals.
Patricia R Braun, Shizhong Han, Benjamin Hing, Yasunori Nagahama, Lindsey N Gaul, Jonathan T Heinzman, Andrew J Grossbach, Liesl Close, Brian J Dlouhy, Matthew A Howard,[...]. Transl Psychiatry 2019
Patricia R Braun, Shizhong Han, Benjamin Hing, Yasunori Nagahama, Lindsey N Gaul, Jonathan T Heinzman, Andrew J Grossbach, Liesl Close, Brian J Dlouhy, Matthew A Howard,[...]. Transl Psychiatry 2019
8
CancerLocator: non-invasive cancer diagnosis and tissue-of-origin prediction using methylation profiles of cell-free DNA.
Shuli Kang, Qingjiao Li, Quan Chen, Yonggang Zhou, Stacy Park, Gina Lee, Brandon Grimes, Kostyantyn Krysan, Min Yu, Wei Wang,[...]. Genome Biol 2017
Shuli Kang, Qingjiao Li, Quan Chen, Yonggang Zhou, Stacy Park, Gina Lee, Brandon Grimes, Kostyantyn Krysan, Min Yu, Wei Wang,[...]. Genome Biol 2017
7
An evaluation of methods correcting for cell-type heterogeneity in DNA methylation studies.
Kevin McGregor, Sasha Bernatsky, Ines Colmegna, Marie Hudson, Tomi Pastinen, Aurélie Labbe, Celia M T Greenwood. Genome Biol 2016
Kevin McGregor, Sasha Bernatsky, Ines Colmegna, Marie Hudson, Tomi Pastinen, Aurélie Labbe, Celia M T Greenwood. Genome Biol 2016
7
Correcting for cell-type heterogeneity in epigenome-wide association studies: revisiting previous analyses.
Shijie C Zheng, Stephan Beck, Andrew E Jaffe, Devin C Koestler, Kasper D Hansen, Andres E Houseman, Rafael A Irizarry, Andrew E Teschendorff. Nat Methods 2017
Shijie C Zheng, Stephan Beck, Andrew E Jaffe, Devin C Koestler, Kasper D Hansen, Andres E Houseman, Rafael A Irizarry, Andrew E Teschendorff. Nat Methods 2017
14
Digital sorting of complex tissues for cell type-specific gene expression profiles.
Yi Zhong, Ying-Wooi Wan, Kaifang Pang, Lionel M L Chow, Zhandong Liu. BMC Bioinformatics 2013
Yi Zhong, Ying-Wooi Wan, Kaifang Pang, Lionel M L Chow, Zhandong Liu. BMC Bioinformatics 2013
7
De novo identification of differentially methylated regions in the human genome.
Timothy J Peters, Michael J Buckley, Aaron L Statham, Ruth Pidsley, Katherine Samaras, Reginald V Lord, Susan J Clark, Peter L Molloy. Epigenetics Chromatin 2015
Timothy J Peters, Michael J Buckley, Aaron L Statham, Ruth Pidsley, Katherine Samaras, Reginald V Lord, Susan J Clark, Peter L Molloy. Epigenetics Chromatin 2015
7
Epigenome-wide association of PTSD from heterogeneous cohorts with a common multi-site analysis pipeline.
Andrew Ratanatharathorn, Marco P Boks, Adam X Maihofer, Allison E Aiello, Ananda B Amstadter, Allison E Ashley-Koch, Dewleen G Baker, Jean C Beckham, Evelyn Bromet, Michelle Dennis,[...]. Am J Med Genet B Neuropsychiatr Genet 2017
Andrew Ratanatharathorn, Marco P Boks, Adam X Maihofer, Allison E Aiello, Ananda B Amstadter, Allison E Ashley-Koch, Dewleen G Baker, Jean C Beckham, Evelyn Bromet, Michelle Dennis,[...]. Am J Med Genet B Neuropsychiatr Genet 2017
14
ChAMP: updated methylation analysis pipeline for Illumina BeadChips.
Yuan Tian, Tiffany J Morris, Amy P Webster, Zhen Yang, Stephan Beck, Andrew Feber, Andrew E Teschendorff. Bioinformatics 2017
Yuan Tian, Tiffany J Morris, Amy P Webster, Zhen Yang, Stephan Beck, Andrew Feber, Andrew E Teschendorff. Bioinformatics 2017
7
Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.