The DOI matches its Crossref record; 65 of the 65 references it cites were found in a registry or an index.
Active promoters give rise to false positive ‘Phantom Peaks’ in ChIP-seq experiments
Open accessAbstract
Chromatin immunoprecipitation (ChIP) is widely used to identify chromosomal binding sites. Chromatin proteins are cross-linked to their target sequences in living cells. The purified chromatin is sheared and the relevant protein is enriched by immunoprecipitation with specific antibodies. The co-purifying genomic DNA is then determined by massive parallel sequencing (ChIP-seq).We applied ChIP-seq to map the chromosomal binding sites for two ISWI-containing nucleosome remodeling factors, ACF and RSF, in Drosophila embryos. Employing several polyclonal and monoclonal antibodies directed against their signature subunits, ACF1 and RSF-1, robust profiles were obtained indicating that both remodelers co-occupied a large set of active promoters.Further validation included controls using chromatin of mutant embryos that do not express ACF1 or RSF-1. Surprisingly, the ChIP-seq profiles were unchanged, suggesting that they were not due to specific immunoprecipitation. Conservative analysis lists about 3000 chromosomal loci, mostly active promoters that are prone to non-specific enrichment in ChIP and appear as 'Phantom Peaks'. These peaks are not obtained with pre-immune serum and are not prominent in input chromatin.Mining the modENCODE ChIP-seq profiles identifies potential Phantom Peaks in many profiles of epigenetic regulators. These profiles and other ChIP-seq data featuring prominent Phantom Peaks must be validated with chromatin from cells in which the protein of interest has been depleted.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Although unquestionably useful, it remains unknown what proportion of candidate enhancers identified solely by biochemical marks are technical false positives130-132 or a product of having enhancer-like biochemical features but no meaningful impact on the expression of cis encoded genes133.”
From Towards a comprehensive catalogue of validated and target-linked human enhancers (2020) · cites this paper as [132]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Love, M. I., Huber, W., & Anders, S. (2014) · Genome Biology · doi:10.1186/s13059-014-0550-8 · Cited by 95,106
Heinz, S., Benner, C., Spann, N., Bertolino, E., Lin, Y. C., Laslo, P., Cheng, J. X., Murre, C., Singh, H., & Glass, C. K. (2010) · Molecular Cell · doi:10.1016/j.molcel.2010.05.004 · Cited by 13,382
Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration
Thorvaldsdottir, H., Robinson, J. T., & Mesirov, J. P. (2013) · Briefings in Bioinformatics · doi:10.1093/bib/bbs017 · Cited by 9,049
The biology of chromatin remodeling complexes.
Clapier, C. R., & Cairns, B. (2009) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.77.062706.153223 · Cited by 2,384
GMAP: A genomic mapping and alignment program for mRNA and EST sequences
Wu, T. D., & Watanabe, C. K. (2005) · Bioinformatics · doi:10.1093/bioinformatics/bti310 · Cited by 2,354
Intrinsically disordered protein
Dunker, A. K., Lawson, J. D., Brown, C. J., Williams, R. M., Romero, P., Oh, J. S., Oldfield, C. J., Campen, A. M., Ratliff, C. M., Hipps, K. W., et al. (2001) · Journal of Molecular Graphics and Modelling · doi:10.1016/s1093-3263(00)00138-8 · Cited by 2,272
ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia
Landt, S. G., Marinov, G. K., Kundaje, A., Kheradpour, P., Pauli, F., Batzoglou, S., Bernstein, B. E., Bickel, P., Brown, J. B., Cayting, P., et al. (2012) · Genome Research · doi:10.1101/gr.136184.111 · Cited by 2,033
Natively unfolded proteins: A point where biology waits for physics
Uversky, V. N. (2002) · Protein Science · doi:10.1110/ps.4210102 · Cited by 1,852
The CRAPome: a contaminant repository for affinity purification–mass spectrometry data
Mellacheruvu, D., Wright, Z., Couzens, A. L., Lambert, J.-P., St-Denis, N. A., Li, T., Miteva, Y. V., Hauri, S., Sardiu, M. E., Low, T. Y., et al. (2013) · Nature Methods · doi:10.1038/nmeth.2557 · Cited by 1,686
Intrinsically Disordered Proteins
Uversky, V. N. (2013) · Elsevier eBooks · doi:10.1016/b978-0-12-374984-0.01698-3 · Cited by 1,646
The developmental transcriptome of Drosophila melanogaster
Graveley, B. R., Brooks, A. N., Carlson, J. W., Duff, M. O., Landolin, J. M., Yang, L. C., Artieri, C. G., van Baren, M. J., Boley, N. P., Booth, B. W., et al. (2010) · Nature · doi:10.1038/nature09715 · Cited by 1,504
Analyzing and minimizing PCR amplification bias in Illumina sequencing libraries
Aird, D., Ross, M. G., Chen, W.-S., Danielsson, M., Fennell, T., Russ, C., Jaffe, D. B., Nusbaum, C., & Gnirke, A. (2011) · Genome Biology · doi:10.1186/gb-2011-12-2-r18 · Cited by 1,174
ChIPpeakAnno: a Bioconductor package to annotate ChIP-seq and ChIP-chip data
Zhu, L. J., Gazin, C., Lawson, N. D., Pagès, H., Lin, S. M., Lapointe, D. S., & Green, M. R. (2010) · BMC Bioinformatics · doi:10.1186/1471-2105-11-237 · Cited by 1,159
Systematic Protein Location Mapping Reveals Five Principal Chromatin Types in Drosophila Cells
Filion, G. J. P., van Bemmel, J. G., Braunschweig, U., Talhout, W., Kind, J., Ward, L. D., Brugman, W., de Castro, I. J., Kerkhoven, R. M., Bussemaker, H. J., et al. (2010) · Cell · doi:10.1016/j.cell.2010.09.009 · Cited by 1,023
ATP-dependent chromatin remodeling: genetics, genomics and mechanisms
Hargreaves, D. C., & Crabtree, G. R. (2011) · Cell Research · doi:10.1038/cr.2011.32 · Cited by 923
Design and analysis of ChIP-seq experiments for DNA-binding proteins
Kharchenko, P. V., Tolstorukov, M. Y., & Park, P. J. (2008) · Nature Biotechnology · doi:10.1038/nbt.1508 · Cited by 914
Comprehensive analysis of the chromatin landscape in Drosophila melanogaster
Kharchenko, P. V., Alekseyenko, A. A., Schwartz, Y. B., Minoda, A., Riddle, N. C., Ernst, J., Sabo, P. J., Larschan, E., Gorchakov, A. A., Gu, T., et al. (2010) · Nature · doi:10.1038/nature09725 · Cited by 893
A large genome center's improvements to the Illumina sequencing system
Quail, M. A., Kozarewa, I., Smith, F., Scally, A., Stephens, P. J., Durbin, R. M., Swerdlow, H., & Turner, D. (2008) · Nature Methods · doi:10.1038/nmeth.1270 · Cited by 740
Betulin Is a Potent Anti-Tumor Agent that Is Enhanced by Cholesterol
Mullauer, F. B., Kessler, J. H., & Medema, J. P. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005361 · Cited by 688
Reproducibility: Standardize antibodies used in research
Bradbury, A., & Plückthun, A. (2015) · Nature · doi:10.1038/518027a · Cited by 647
ACF, an ISWI-Containing and ATP-Utilizing Chromatin Assembly and Remodeling Factor
Ito, T., Bulger, M., Pazin, M. J., Kobayashi, R., & Kadonaga, J. T. (1997) · Cell · doi:10.1016/s0092-8674(00)80321-9 · Cited by 633
Identification of in vivo DNA targets of chromatin proteins using tethered Dam methyltransferase
van Steensel, B., & Henikoff, S. (2000) · Nature Biotechnology · doi:10.1038/74487 · Cited by 629
Nicol, J. W., Helt, G. A., Blanchard, S. G., Raja, A. N., & Loraine, A. E. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp472 · Cited by 623
Phosphorylation-Regulated Binding of RNA Polymerase II to Fibrous Polymers of Low-Complexity Domains
Kwon, I., Kato, M., Xiang, S., Wu, L. C., Theodoropoulos, P., Mirzaei, H., Han, T. W., Xie, S., Corden, J. L., & McKnight, S. L. (2013) · Cell · doi:10.1016/j.cell.2013.10.033 · Cited by 555
A cis-regulatory map of the Drosophila genome
Negre, N. N., Brown, C. D., Ma, L., Bristow, C. A., Miller, S. W., Wagner, U., Kheradpour, P., Eaton, M. L., Loriaux, P. M., Sealfon, R. S. G., et al. (2011) · Nature · doi:10.1038/nature09990 · Cited by 500
The molten globule state of α‐lactalbumin
Kuwajima, K. (1996) · The FASEB Journal · doi:10.1096/fasebj.10.1.8566530 · Cited by 458
Chromatin remodelling at promoters suppresses antisense transcription
Whitehouse, I., Rando, O. J., Delrow, J., & Tsukiyama, T. (2007) · Nature · doi:10.1038/nature06391 · Cited by 456
Highly expressed loci are vulnerable to misleading ChIP localization of multiple unrelated proteins
Teytelman, L., Thurtle, D. M., Rine, J., & van Oudenaarden, A. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1316064110 · Cited by 389
Genome-wide copy number analysis of single cells
Baslan, T., Kendall, J., Rodgers, L., Cox, H., Riggs, M., Stepansky, A., Troge, J. E., Ravi, K., Esposito, D., Lakshmi, B. V., et al. (2012) · Nature Protocols · doi:10.1038/nprot.2012.039 · Cited by 373
Längst, G., Bonte, E. J., Corona, D. F. V., & Becker, P. B. (1999) · Cell · doi:10.1016/s0092-8674(00)80797-7 · Cited by 355
Self-citationIdentifying and mitigating bias in next-generation sequencing methods for chromatin biology
Meyer, C. A., & Liu, X. S. (2014) · Nature Reviews Genetics · doi:10.1038/nrg3788 · Cited by 342
Genome-wide Nucleosome Specificity and Directionality of Chromatin Remodelers
Yen, K., Vinayachandran, V., Batta, K., Koerber, R. T., & Pugh, B. F. (2012) · Cell · doi:10.1016/j.cell.2012.04.036 · Cited by 327
Smolle, M., Venkatesh, S., Gogol, M., Li, H., Zhang, Y., Florens, L. A., Washburn, M. P., & Workman, J. L. (2012) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2312 · Cited by 305
Nucleosome mobilization and positioning by ISWI-containing chromatin-remodeling factors
Längst, G., & Becker, P. B. (2001) · Journal of Cell Science · doi:10.1242/jcs.114.14.2561 · Cited by 201
Self-citationHigh-resolution mapping of transcription factor binding sites on native chromatin
Kasinathan, S., Orsi, G. A., Zentner, G. E., Ahmad, K., & Henikoff, S. (2013) · Nature Methods · doi:10.1038/nmeth.2766 · Cited by 183
Fyodorov, D. V., Blower, M. D., Karpen, G. H., & Kadonaga, J. T. (2004) · Genes & Development · doi:10.1101/gad.1139604 · Cited by 182
Locus-Specific Targeting to the X Chromosome Revealed by the RNA Interactome of CTCF
Kung, J. T., Kesner, B., An, J. Y., Ahn, J. Y., Cifuentes‐Rojas, C., Colognori, D., Jeon, Y., Szántó, A., Rosario, B. C. D., Pinter, S. F., et al. (2015) · Molecular Cell · doi:10.1016/j.molcel.2014.12.006 · Cited by 180
The molten globule is a third thermodynamical state of protein molecules
Ptitsyn, O. B., & Uversky, V. N. (1994) · FEBS Letters · doi:10.1016/0014-5793(94)80231-9 · Cited by 173
Systematic evaluation of factors influencing ChIP-seq fidelity
Chen, Y., Nègre, N., Li, Q., Mieczkowska, J. O., Slattery, M. G., Liu, T., Zhang, Y., Kim, T.-K., He, H. H., Zieba, J. T., et al. (2012) · Nature Methods · doi:10.1038/nmeth.1985 · Cited by 170
Chromosome-wide gene-specific targeting of theDrosophiladosage compensation complexPreprint
Gilfillan, G. D., Straub, T., de Wit, E., Greil, F., Lamm, R., van Steensel, B., & Becker, P. B. (2006) · Genes & Development · doi:10.1101/gad.1399406 · Cited by 162
Self-citationOverlapping chromatin-remodeling systems collaborate genome wide at dynamic chromatin transitions
Morris, S. A., Baek, S., Sung, M., John, S., Wiench, M., Johnson, T. A., Schiltz, R. L., & Hager, G. L. (2013) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2718 · Cited by 156
Widespread Misinterpretable ChIP-seq Bias in Yeast
Park, D., Lee, Y., Bhupindersingh, G., & Iyer, V. R. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083506 · Cited by 147
Liang, J., Lacroix, L., Gamot, A., Cuddapah, S., Queillé, S., Lhoumaud, P., Lepetit, P., Martin, P. G. P., Vogelmann, J., Court, F., et al. (2014) · Molecular Cell · doi:10.1016/j.molcel.2013.12.029 · Cited by 118
Erdel, F., Schubert, T. E. O., Marth, C., Längst, G., & Rippe, K. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1003438107 · Cited by 104
Taliaferro, J. M., Aspden, J. L., Bradley, T., Marwha, D., Blanchette, M., & Rio, D. C. (2013) · Genes & Development · doi:10.1101/gad.210708.112 · Cited by 102
Torigoe, S. E., Urwin, D., Ishii, H., Smith, D. E., & Kadonaga, J. T. (2011) · Molecular Cell · doi:10.1016/j.molcel.2011.07.017 · Cited by 89
Straub, T., Zabel, A., Gilfillan, G. D., Feller, C., & Becker, P. B. (2012) · Genome Research · doi:10.1101/gr.146407.112 · Cited by 88
Self-citationISWI and CHD Chromatin Remodelers Bind Promoters but Act in Gene Bodies
Zentner, G. E., Tsukiyama, T., & Henikoff, S. (2013) · PLoS Genetics · doi:10.1371/journal.pgen.1003317 · Cited by 88
Moshkin, Y. M., Chalkley, G. E., Kan, T. W., Reddy, B. A., Özgür, Z., van IJcken, W. F. J., Dekkers, D. H. W., Demmers, J., TRAVERS, A. A., & Verrijzer, C. P. (2011) · Molecular and Cellular Biology · doi:10.1128/mcb.06365-11 · Cited by 86
ISWI and CHD chromatin remodelers bind to promoters but act in gene bodies
Zentner, G. E., Tsukiyama, T., & Henikoff, S. (2013) · Epigenetics & Chromatin · doi:10.1186/1756-8935-6-s1-o29 · Cited by 86
Pickrell, J. K., Gaffney, D. J., Gilad, Y., & Pritchard, J. K. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr354 · Cited by 78
ChIP on Chip: surprising results are often artifacts
Waldminghaus, T., & Skarstad, K. (2010) · BMC Genomics · doi:10.1186/1471-2164-11-414 · Cited by 72
Where Does Mediator Bind In Vivo?
Fan, X., & Struhl, K. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005029 · Cited by 69
A Network Model of the Molecular Organization of Chromatin in Drosophila
van Bemmel, J. G., Filion, G. J. P., Rosado, A., Talhout, W., de Haas, M., van Welsem, T., van Leeuwen, F., & van Steensel, B. (2013) · Molecular Cell · doi:10.1016/j.molcel.2013.01.040 · Cited by 63
Two Distinct Mechanisms of Chromatin Interaction by the Isw2 Chromatin Remodeling Complex In Vivo
Fazzio, T. G., Gelbart, M. E., & Tsukiyama, T. (2005) · Molecular and Cellular Biology · doi:10.1128/mcb.25.21.9165-9174.2005 · Cited by 62
RSF Governs Silent Chromatin Formation via Histone H2Av Replacement
Hanai, K., Furuhashi, H., Yamamoto, T., Akasaka, K., & Hirose, S. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000011 · Cited by 62
An effective statistical evaluation of ChIPseq dataset similarity
Chikina, M. D., & Troyanskaya, O. G. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts009 · Cited by 60
Sala, A., Toto, M., Pinello, L., Gabriele, A., Benedetto, V. D., Ingrassia, A. M. R., Bosco, G. L., Gesù, V. D., Giancarlo, R., & Corona, D. F. V. (2011) · The EMBO Journal · doi:10.1038/emboj.2011.98 · Cited by 58
Calling Cards enable multiplexed identification of the genomic targets of DNA-binding proteinsPreprint
Wang, H., Mayhew, D. N., Chen, X., Johnston, M., & Mitra, R. D. (2011) · Genome Research · doi:10.1101/gr.114850.110 · Cited by 50
Erdel, F., & Rippe, K. (2011) · Nucleus · doi:10.4161/nucl.2.2.15209 · Cited by 46
Detection of bladder, breast and prostate cancer using serum and tissue miRNA profiling
Porter-Gill, P. A., Fu, Y., Kaushiva, A., Price, D. K., Dahut, W., Figg, W. D., & Prokunina‐Olsson, L. (2011) · Genome biology · doi:10.1186/gb-2011-12-s1-p18 · Cited by 31
Optimization of transcription factor binding map accuracy utilizing knockout-mouse models
Krebs, W., Schmidt, S. V., Goren, A., Nardo, D. D., Labzin, L. I., Bovier, A., Ulas, T., Theis, H., Kraut, M., Latz, E., et al. (2014) · Nucleic Acids Research · doi:10.1093/nar/gku1078 · Cited by 27
Developmental role for ACF1-containing nucleosome remodellers in chromatin organisation
Chioda, M., Vengadasalam, S., Kremmer, E., Eberharter, A., & Becker, P. B. (2010) · Development · doi:10.1242/dev.048405 · Cited by 26
Self-citationSolution-based targeted genomic enrichment for precious DNA samples
Shearer, A. E., Hildebrand, M. S., & Smith, R. J. (2012) · BMC Biotechnology · doi:10.1186/1472-6750-12-20 · Cited by 20
Erdel, F., & Rippe, K. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1209579109 · Cited by 12
Flagged first, then by citations
Cited by
Sorted by citations
An efficient targeted nuclease strategy for high-resolution mapping of DNA binding sites
Skene, P. J., & Henikoff, S. (2017) · eLife · doi:10.7554/elife.21856 · Cited by 1,737
Role of TET enzymes in DNA methylation, development, and cancer
Rasmussen, K. D., & Helin, K. (2016) · Genes & Development · doi:10.1101/gad.276568.115 · Cited by 1,040
High-resolution TADs reveal DNA sequences underlying genome organization in flies
Ramírez, F., Bhardwaj, V., Arrigoni, L., Lam, K. C., Grüning, B. A., Villaveces, J. M., Habermann, B. H., Akhtar, A., & Manke, T. (2018) · Nature Communications · doi:10.1038/s41467-017-02525-w · Cited by 993
Targeted in situ genome-wide profiling with high efficiency for low cell numbers
Skene, P. J., Henikoff, J. G., & Henikoff, S. (2018) · Nature Protocols · doi:10.1038/nprot.2018.015 · Cited by 803
Peak calling by Sparse Enrichment Analysis for CUT&RUN chromatin profiling
Meers, M. P., Tenenbaum, D., & Henikoff, S. (2019) · Epigenetics & Chromatin · doi:10.1186/s13072-019-0287-4 · Cited by 556
Metadata
- Authors
- Jain, D., Baldi, S., Zabel, A., Straub, T., & Becker, P. B.
- Affiliations
- Center for Integrated Protein Science Munich (DE)
- Corresponding author
- Becker, Peter B.
- Venue
- Nucleic Acids Research
- Publisher
- Oxford University Press (OUP)
- Published
- 2015-06-27
- Volume
- 43
- Issue
- 14
- Pages
- 6959-6968
- ISSN
- 0305-1048 (ISSN-L)
- 1362-4962
- PMC
- PMC4538825
- OpenAlex
- W1610193264
- Cited by
- 156
- References
- 65
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 13 · 2023: 10 · 2022: 8 · 2021: 16 · 2020: 13 · 2019: 20 · 2018: 19 · 2017: 15 · 2016: 22 · 2015: 2
- FWCI
- 8.40
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nucleic Acids Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Open access LMU (Ludwid Maxmilian's Universitat Munchen) (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- ACF, Drosophila embryo, chromatin immunoprecipitation, modENCODE
- MeSH terms
- RNA Splicing Factors, Animals, Binding Sites, Drosophila, Promoter Regions, Genetic, Repressor Proteins, Transcription Factors, Artifacts, RNA-Binding Proteins, Sequence Analysis, DNA, Drosophila Proteins, Databases, Genetic, Chromatin Immunoprecipitation, Chromosomes, Insect, High-Throughput Nucleotide Sequencing
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review