The Behaviour of 5-Hydroxymethylcytosine in Bisulfite Sequencing
- Publication Date
- January 26, 2010
- Journal
- PLOS ONE
- Authors
- Yun Huang, William A. Pastor, Yinghua Shen, Mamta Tahiliani, et al
- Volume
- 5
- Issue
- 1
- Pages
- e8888
- DOI
- https://dx.plos.org/10.1371/journal.pone.0008888
- Publisher URL
- http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0008888
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/20126651
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2811190
- Europe PMC
- http://europepmc.org/abstract/MED/20126651
- Web of Science
- 000273896500011
- Scopus
- 77749277177
- Mendeley
- http://www.mendeley.com/research/behaviour-5hydroxymethylcytosine-bisulfite-sequencing
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CiteULike | Further Information
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Mendeley | Further Information
{"title"=>"The behaviour of 5-hydroxymethylcytosine in bisulfite sequencing", "type"=>"journal", "authors"=>[{"first_name"=>"Yun", "last_name"=>"Huang", "scopus_author_id"=>"36727335100"}, {"first_name"=>"William A.", "last_name"=>"Pastor", "scopus_author_id"=>"24174596700"}, {"first_name"=>"Yinghua", "last_name"=>"Shen", "scopus_author_id"=>"24757043600"}, {"first_name"=>"Mamta", "last_name"=>"Tahiliani", "scopus_author_id"=>"6506120625"}, {"first_name"=>"David R.", "last_name"=>"Liu", "scopus_author_id"=>"37053246400"}, {"first_name"=>"Anjana", "last_name"=>"Rao", "scopus_author_id"=>"7404473866"}], "year"=>2010, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-77749277177", "sgr"=>"77749277177", "issn"=>"19326203", "doi"=>"10.1371/journal.pone.0008888", "pmid"=>"20126651", "isbn"=>"1932-6203", "pui"=>"358414123"}, "id"=>"7a9faaf2-d107-380b-a3b5-db26a5d7866a", "abstract"=>"BACKGROUND: We recently showed that enzymes of the TET family convert 5-mC to 5-hydroxymethylcytosine (5-hmC) in DNA. 5-hmC is present at high levels in embryonic stem cells and Purkinje neurons. The methylation status of cytosines is typically assessed by reaction with sodium bisulfite followed by PCR amplification. Reaction with sodium bisulfite promotes cytosine deamination, whereas 5-methylcytosine (5-mC) reacts poorly with bisulfite and is resistant to deamination. Since 5-hmC reacts with bisulfite to yield cytosine 5-methylenesulfonate (CMS), we asked how DNA containing 5-hmC behaves in bisulfite sequencing.$\\$n$\\$nMETHODOLOGY/PRINCIPAL FINDINGS: We used synthetic oligonucleotides with different distributions of cytosine as templates for generation of DNAs containing C, 5-mC and 5-hmC. The resulting DNAs were subjected in parallel to bisulfite treatment, followed by exposure to conditions promoting cytosine deamination. The extent of conversion of 5-hmC to CMS was estimated to be 99.7{%}. Sequencing of PCR products showed that neither 5-mC nor 5-hmC undergo C-to-T transitions after bisulfite treatment, confirming that these two modified cytosine species are indistinguishable by the bisulfite technique. DNA in which CMS constituted a large fraction of all bases (28/201) was much less efficiently amplified than DNA in which those bases were 5-mC or uracil (the latter produced by cytosine deamination). Using a series of primer extension experiments, we traced the inefficient amplification of CMS-containing DNA to stalling of Taq polymerase at sites of CMS modification, especially when two CMS bases were either adjacent to one another or separated by 1-2 nucleotides.$\\$n$\\$nCONCLUSIONS: We have confirmed that the widely used bisulfite sequencing technique does not distinguish between 5-mC and 5-hmC. Moreover, we show that CMS, the product of bisulfite conversion of 5-hmC, tends to stall DNA polymerases during PCR, suggesting that densely hydroxymethylated regions of DNA may be underrepresented in quantitative methylation analyses.", "link"=>"http://www.mendeley.com/research/behaviour-5hydroxymethylcytosine-bisulfite-sequencing", "reader_count"=>406, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>25, "Librarian"=>1, "Researcher"=>105, "Student > Doctoral Student"=>18, "Student > Ph. D. Student"=>132, "Student > Postgraduate"=>12, "Other"=>10, "Student > Master"=>58, "Student > Bachelor"=>28, "Lecturer"=>1, "Professor"=>13}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>25, "Librarian"=>1, "Researcher"=>105, "Student > Doctoral Student"=>18, "Student > Ph. D. Student"=>132, "Student > Postgraduate"=>12, "Other"=>10, "Student > Master"=>58, "Student > Bachelor"=>28, "Lecturer"=>1, "Professor"=>13}, "reader_count_by_subject_area"=>{"Unspecified"=>7, "Agricultural and Biological Sciences"=>251, "Arts and Humanities"=>1, "Business, Management and Accounting"=>1, "Chemistry"=>27, "Computer Science"=>5, "Economics, Econometrics and Finance"=>2, "Biochemistry, Genetics and Molecular Biology"=>59, "Materials Science"=>1, "Mathematics"=>2, "Medicine and Dentistry"=>37, "Neuroscience"=>4, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Physics and Astronomy"=>2, "Psychology"=>2, "Social Sciences"=>1, "Immunology and Microbiology"=>3}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>37}, "Social Sciences"=>{"Social Sciences"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>2}, "Psychology"=>{"Psychology"=>2}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>7}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Chemistry"=>{"Chemistry"=>27}, "Neuroscience"=>{"Neuroscience"=>4}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>2}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>3}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>251}, "Computer Science"=>{"Computer Science"=>5}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>59}}, "reader_count_by_country"=>{"Hong Kong"=>2, "United States"=>8, "Japan"=>2, "United Kingdom"=>7, "Switzerland"=>2, "India"=>1, "Canada"=>2, "Czech Republic"=>1, "South Korea"=>2, "Netherlands"=>2, "Belgium"=>1, "Norway"=>1, "China"=>2, "Denmark"=>1, "Brazil"=>1, "Italy"=>2, "Mexico"=>1, "South Africa"=>1, "France"=>3, "Germany"=>4}, "group_count"=>16}CrossRef
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Scopus | Further Information
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- {"month"=>"3", "year"=>"2015", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"148"}
- {"month"=>"4", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"118"}
- {"month"=>"5", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"110"}
- {"month"=>"6", "year"=>"2015", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"136"}
- {"month"=>"7", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"103"}
- {"month"=>"8", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"152"}
- {"month"=>"9", "year"=>"2015", "pdf_views"=>"26", "xml_views"=>"3", "html_views"=>"178"}
- {"month"=>"10", "year"=>"2015", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"164"}
- {"month"=>"11", "year"=>"2015", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"120"}
- {"month"=>"12", "year"=>"2015", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"154"}
- {"month"=>"1", "year"=>"2016", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"151"}
- {"month"=>"2", "year"=>"2016", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"164"}
- {"month"=>"3", "year"=>"2016", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"126"}
- {"month"=>"4", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"118"}
- {"month"=>"5", "year"=>"2016", "pdf_views"=>"45", "xml_views"=>"0", "html_views"=>"120"}
- {"month"=>"6", "year"=>"2016", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"132"}
- {"month"=>"7", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"134"}
- {"month"=>"8", "year"=>"2016", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"181"}
- {"month"=>"9", "year"=>"2016", "pdf_views"=>"63", "xml_views"=>"0", "html_views"=>"244"}
- {"month"=>"10", "year"=>"2016", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"260"}
- {"month"=>"11", "year"=>"2016", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"220"}
- {"month"=>"12", "year"=>"2016", "pdf_views"=>"25", "xml_views"=>"3", "html_views"=>"175"}
- {"month"=>"1", "year"=>"2017", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"200"}
- {"month"=>"2", "year"=>"2017", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"160"}
- {"month"=>"3", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"1", "html_views"=>"189"}
- {"month"=>"4", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"163"}
- {"month"=>"5", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"150"}
- {"month"=>"6", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"135"}
- {"month"=>"7", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"5", "html_views"=>"130"}
- {"month"=>"8", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"138"}
- {"month"=>"9", "year"=>"2017", "pdf_views"=>"25", "xml_views"=>"2", "html_views"=>"136"}
- {"month"=>"10", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"137"}
- {"month"=>"11", "year"=>"2017", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"153"}
- {"month"=>"12", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"3", "html_views"=>"71"}
- {"month"=>"1", "year"=>"2018", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"88"}
- {"month"=>"2", "year"=>"2018", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"73"}
- {"month"=>"3", "year"=>"2018", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"92"}
- {"month"=>"4", "year"=>"2018", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"83"}
- {"month"=>"5", "year"=>"2018", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"112"}
- {"month"=>"6", "year"=>"2018", "pdf_views"=>"38", "xml_views"=>"1", "html_views"=>"57"}
- {"month"=>"7", "year"=>"2018", "pdf_views"=>"27", "xml_views"=>"3", "html_views"=>"70"}
- {"month"=>"8", "year"=>"2018", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"59"}
- {"month"=>"9", "year"=>"2018", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"71"}
- {"month"=>"10", "year"=>"2018", "pdf_views"=>"36", "xml_views"=>"3", "html_views"=>"68"}
- {"month"=>"11", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"81"}
- {"month"=>"12", "year"=>"2018", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"56"}
- {"month"=>"1", "year"=>"2019", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"82"}
- {"month"=>"2", "year"=>"2019", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"77"}
- {"month"=>"3", "year"=>"2019", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"71"}
- {"month"=>"4", "year"=>"2019", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"83"}
- {"month"=>"5", "year"=>"2019", "pdf_views"=>"44", "xml_views"=>"0", "html_views"=>"88"}
- {"month"=>"6", "year"=>"2019", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"59"}
- {"month"=>"7", "year"=>"2019", "pdf_views"=>"41", "xml_views"=>"0", "html_views"=>"59"}
- {"month"=>"8", "year"=>"2019", "pdf_views"=>"39", "xml_views"=>"0", "html_views"=>"42"}
- {"month"=>"9", "year"=>"2019", "pdf_views"=>"33", "xml_views"=>"2", "html_views"=>"77"}
- {"month"=>"10", "year"=>"2019", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"69"}
- {"month"=>"11", "year"=>"2019", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"85"}
- {"month"=>"12", "year"=>"2019", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"37"}
- {"month"=>"1", "year"=>"2020", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"86"}
- {"month"=>"2", "year"=>"2020", "pdf_views"=>"39", "xml_views"=>"1", "html_views"=>"40"}
- {"month"=>"3", "year"=>"2020", "pdf_views"=>"44", "xml_views"=>"2", "html_views"=>"38"}
- {"month"=>"4", "year"=>"2020", "pdf_views"=>"118", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"5", "year"=>"2020", "pdf_views"=>"103", "xml_views"=>"1", "html_views"=>"40"}
- {"month"=>"6", "year"=>"2020", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"7", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"8", "year"=>"2020", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"27"}
- {"month"=>"9", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"37"}
- {"month"=>"10", "year"=>"2020", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"73"}
- {"month"=>"11", "year"=>"2020", "pdf_views"=>"64", "xml_views"=>"1", "html_views"=>"50"}
- {"month"=>"12", "year"=>"2020", "pdf_views"=>"35", "xml_views"=>"1", "html_views"=>"42"}
- {"month"=>"1", "year"=>"2021", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"26"}
PMC Usage Stats | Further Information
- {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"74", "year"=>"2010", "pdf"=>"22", "unique-ip"=>"68", "figure"=>"33", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"74", "unique-ip"=>"70", "pdf"=>"35", "year"=>"2010", "figure"=>"22", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"115", "year"=>"2010", "pdf"=>"80", "unique-ip"=>"92", "figure"=>"26", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"5", "full-text"=>"54", "unique-ip"=>"56", "pdf"=>"43", "year"=>"2010", "figure"=>"11", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"72", "year"=>"2010", "pdf"=>"44", "unique-ip"=>"64", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"54", "unique-ip"=>"57", "pdf"=>"39", "year"=>"2010", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"74", "year"=>"2010", "pdf"=>"48", "unique-ip"=>"70", "figure"=>"17", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"50", "unique-ip"=>"49", "pdf"=>"36", "year"=>"2010", "figure"=>"9", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"59", "year"=>"2010", "pdf"=>"32", "unique-ip"=>"56", "figure"=>"14", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"91", "unique-ip"=>"86", "pdf"=>"60", "year"=>"2010", "figure"=>"36", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"47", "year"=>"2010", "pdf"=>"32", "unique-ip"=>"48", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"1", "abstract"=>"2", "full-text"=>"56", "unique-ip"=>"68", "pdf"=>"38", "year"=>"2011", "figure"=>"24", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"51", "year"=>"2011", "pdf"=>"50", "unique-ip"=>"64", "figure"=>"21", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"60", "unique-ip"=>"55", "pdf"=>"42", "year"=>"2011", "figure"=>"17", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"5", "full-text"=>"36", "year"=>"2011", "pdf"=>"28", "unique-ip"=>"50", "figure"=>"21", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"34", "unique-ip"=>"41", "pdf"=>"25", "year"=>"2011", "figure"=>"16", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"38", "year"=>"2011", "pdf"=>"26", "unique-ip"=>"48", "figure"=>"19", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"32", "unique-ip"=>"36", "pdf"=>"24", "year"=>"2011", "figure"=>"17", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"27", "year"=>"2011", "pdf"=>"19", "unique-ip"=>"29", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"35", "unique-ip"=>"40", "pdf"=>"20", "year"=>"2011", "figure"=>"19", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"37", "year"=>"2011", "pdf"=>"15", "unique-ip"=>"41", "figure"=>"19", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"44", "unique-ip"=>"45", "pdf"=>"29", "year"=>"2011", "figure"=>"12", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"30", "year"=>"2011", "pdf"=>"28", "unique-ip"=>"35", "figure"=>"13", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"28", "unique-ip"=>"34", "pdf"=>"19", "year"=>"2012", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"29", "year"=>"2012", "pdf"=>"23", "unique-ip"=>"34", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"25", "unique-ip"=>"34", "pdf"=>"12", "year"=>"2012", "figure"=>"12", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"30", "year"=>"2012", "pdf"=>"9", "unique-ip"=>"17", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"20", "unique-ip"=>"22", "pdf"=>"13", "year"=>"2012", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"22", "year"=>"2012", "pdf"=>"11", "unique-ip"=>"24", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"unique-ip"=>"17", "full-text"=>"16", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
- {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
- {"unique-ip"=>"25", "full-text"=>"26", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
- {"unique-ip"=>"25", "full-text"=>"20", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2012", "month"=>"10"}
- {"unique-ip"=>"15", "full-text"=>"11", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
- {"unique-ip"=>"24", "full-text"=>"19", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
- {"unique-ip"=>"23", "full-text"=>"17", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
- {"unique-ip"=>"19", "full-text"=>"17", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
- {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"4", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
- {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
- {"unique-ip"=>"20", "full-text"=>"21", "pdf"=>"12", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
- {"unique-ip"=>"26", "full-text"=>"29", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"18", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
- {"unique-ip"=>"23", "full-text"=>"27", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
- {"unique-ip"=>"19", "full-text"=>"20", "pdf"=>"9", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
- {"unique-ip"=>"20", "full-text"=>"18", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
- {"unique-ip"=>"22", "full-text"=>"24", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
- {"unique-ip"=>"20", "full-text"=>"15", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
- {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
- {"unique-ip"=>"19", "full-text"=>"12", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
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Relative Metric
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