The Eyes Have It: Regulatory and Structural Changes Both Underlie Cichlid Visual Pigment Diversity
- Publication Date
- December 22, 2009
- Journal
- PLOS Biology
- Authors
- Christopher M. Hofmann, Kelly E. O'quin, N. Justin Marshall, Thomas W. Cronin, et al
- Volume
- 7
- Issue
- 12
- Pages
- e1000266
- DOI
- https://dx.plos.org/10.1371/journal.pbio.1000266
- Publisher URL
- http://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.1000266
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/20027211
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2790343
- Europe PMC
- http://europepmc.org/abstract/MED/20027211
- Web of Science
- 000273060500012
- Scopus
- 73949118416
- Mendeley
- http://www.mendeley.com/research/eyes-it-regulatory-structural-changes-both-underlie-cichlid-visual-pigment-diversity
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Mendeley | Further Information
{"title"=>"The eyes have it: Regulatory and structural changes both underlie cichlid visual pigment diversity", "type"=>"journal", "authors"=>[{"first_name"=>"Christopher M.", "last_name"=>"Hofmann", "scopus_author_id"=>"15052182000"}, {"first_name"=>"Kelly E.", "last_name"=>"O'Quin", "scopus_author_id"=>"36977456400"}, {"first_name"=>"N.", "last_name"=>"Justin Marshall", "scopus_author_id"=>"16156946800"}, {"first_name"=>"Thomas W.", "last_name"=>"Cronin", "scopus_author_id"=>"7102710025"}, {"first_name"=>"Ole", "last_name"=>"Seehausen", "scopus_author_id"=>"7003799773"}, {"first_name"=>"Karen L.", "last_name"=>"Carleton", "scopus_author_id"=>"6603395298"}], "year"=>2009, "source"=>"PLoS Biology", "identifiers"=>{"pui"=>"358096219", "sgr"=>"73949118416", "issn"=>"15449173", "pmid"=>"20027211", "scopus"=>"2-s2.0-73949118416", "doi"=>"10.1371/journal.pbio.1000266", "isbn"=>"1545-7885 (Electronic)\\n1544-9173 (Linking)"}, "id"=>"cb67fe7b-056f-32e0-ae1d-63a25b4ccdbf", "abstract"=>"A major goal of evolutionary biology is to unravel the molecular genetic mechanisms that underlie functional diversification and adaptation. We investigated how changes in gene regulation and coding sequence contribute to sensory diversification in two replicate radiations of cichlid fishes. In the clear waters of Lake Malawi, differential opsin expression generates diverse visual systems, with sensitivities extending from the ultraviolet to the red regions of the spectrum. These sensitivities fall into three distinct clusters and are correlated with foraging habits. In the turbid waters of Lake Victoria, visual sensitivity is constrained to longer wavelengths, and opsin expression is correlated with ambient light. In addition to regulatory changes, we found that the opsins coding for the shortest- and longest-wavelength visual pigments have elevated numbers of potentially functional substitutions. Thus, we present a model of sensory evolution in which both molecular genetic mechanisms work in concert. Changes in gene expression generate large shifts in visual pigment sensitivity across the collective opsin spectral range, but changes in coding sequence appear to fine-tune visual pigment sensitivity at the short- and long-wavelength ends of this range, where differential opsin expression can no longer extend visual pigment sensitivity.", "link"=>"http://www.mendeley.com/research/eyes-it-regulatory-structural-changes-both-underlie-cichlid-visual-pigment-diversity", "reader_count"=>155, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>14, "Librarian"=>1, "Researcher"=>36, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>2, "Other"=>6, "Student > Master"=>17, "Student > Bachelor"=>20, "Professor"=>10}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>14, "Librarian"=>1, "Researcher"=>36, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>2, "Other"=>6, "Student > Master"=>17, "Student > Bachelor"=>20, "Professor"=>10}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Engineering"=>1, "Environmental Science"=>5, "Biochemistry, Genetics and Molecular Biology"=>4, "Agricultural and Biological Sciences"=>135, "Neuroscience"=>1, "Pharmacology, Toxicology and Pharmaceutical Science"=>1, "Physics and Astronomy"=>1, "Social Sciences"=>1, "Earth and Planetary Sciences"=>2}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Neuroscience"=>{"Neuroscience"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>135}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>4}, "Unspecified"=>{"Unspecified"=>4}, "Environmental Science"=>{"Environmental Science"=>5}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>1}}, "reader_count_by_country"=>{"Canada"=>1, "United States"=>5, "Norway"=>1, "Japan"=>1, "Philippines"=>1, "Brazil"=>2, "United Kingdom"=>1, "France"=>1, "Switzerland"=>1, "Spain"=>2}, "group_count"=>9}CrossRef
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- {"month"=>"2", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"46"}
- {"month"=>"3", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"39"}
- {"month"=>"4", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"38"}
- {"month"=>"5", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"37"}
- {"month"=>"6", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"29"}
- {"month"=>"7", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"29"}
- {"month"=>"8", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"24"}
- {"month"=>"9", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"229"}
- {"month"=>"10", "year"=>"2015", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"126"}
- {"month"=>"11", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"81"}
- {"month"=>"12", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"49"}
- {"month"=>"1", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"101"}
- {"month"=>"2", "year"=>"2016", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"119"}
- {"month"=>"3", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"402"}
- {"month"=>"4", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"88"}
- {"month"=>"5", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"81"}
- {"month"=>"6", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"24"}
- {"month"=>"7", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"22"}
- {"month"=>"8", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"42"}
- {"month"=>"9", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"48"}
- {"month"=>"10", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"63"}
- {"month"=>"11", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"40"}
- {"month"=>"12", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"26"}
- {"month"=>"1", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"43"}
- {"month"=>"2", "year"=>"2017", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"56"}
- {"month"=>"3", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"68"}
- {"month"=>"4", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"92"}
- {"month"=>"5", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"101"}
- {"month"=>"6", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"55"}
- {"month"=>"7", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"43"}
- {"month"=>"8", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"43"}
- {"month"=>"9", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"56"}
- {"month"=>"10", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"62"}
- {"month"=>"11", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"76"}
- {"month"=>"12", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"55"}
- {"month"=>"1", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"51"}
- {"month"=>"2", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"20"}
- {"month"=>"3", "year"=>"2018", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"10"}
- {"month"=>"4", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"21"}
- {"month"=>"5", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"18"}
- {"month"=>"6", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"8"}
- {"month"=>"7", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"5", "html_views"=>"17"}
- {"month"=>"8", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"11"}
- {"month"=>"9", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"12"}
- {"month"=>"10", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"3", "html_views"=>"27"}
- {"month"=>"11", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"12", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"19"}
- {"month"=>"1", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"14"}
- {"month"=>"2", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"20"}
- {"month"=>"3", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"28"}
- {"month"=>"4", "year"=>"2019", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"41"}
- {"month"=>"5", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"18"}
- {"month"=>"6", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"10"}
- {"month"=>"7", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"10"}
- {"month"=>"8", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"24"}
- {"month"=>"9", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"15"}
- {"month"=>"10", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"10"}
- {"month"=>"11", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"21"}
- {"month"=>"12", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"10"}
- {"month"=>"1", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"21"}
- {"month"=>"2", "year"=>"2020", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"3", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"16"}
- {"month"=>"4", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"29"}
- {"month"=>"5", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"6", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"7", "year"=>"2020", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"16"}
- {"month"=>"8", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"9", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"8"}
- {"month"=>"10", "year"=>"2020", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"16"}
- {"month"=>"11", "year"=>"2020", "pdf_views"=>"20", "xml_views"=>"4", "html_views"=>"15"}
- {"month"=>"12", "year"=>"2020", "pdf_views"=>"18", "xml_views"=>"3", "html_views"=>"12"}
- {"month"=>"1", "year"=>"2021", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"15"}
- {"month"=>"2", "year"=>"2021", "pdf_views"=>"9", "xml_views"=>"4", "html_views"=>"22"}
PMC Usage Stats | Further Information
- {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"11", "year"=>"2010", "pdf"=>"21", "unique-ip"=>"22", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "unique-ip"=>"7", "pdf"=>"1", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"1"}
- {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"11", "year"=>"2010", "pdf"=>"12", "unique-ip"=>"15", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "unique-ip"=>"8", "pdf"=>"11", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"2"}
- {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"8", "year"=>"2010", "pdf"=>"7", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"6", "unique-ip"=>"7", "pdf"=>"1", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"4"}
- {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "year"=>"2010", "pdf"=>"5", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"1"}
- {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"3", "unique-ip"=>"5", "pdf"=>"2", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"8", "year"=>"2010", "pdf"=>"10", "unique-ip"=>"14", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"10", "unique-ip"=>"14", "pdf"=>"5", "year"=>"2010", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "year"=>"2010", "pdf"=>"1", "unique-ip"=>"3", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "unique-ip"=>"6", "pdf"=>"5", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"9"}
- {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"2", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"2", "unique-ip"=>"5", "pdf"=>"3", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"3", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"4", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "unique-ip"=>"3", "pdf"=>"0", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"2", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"5", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"2", "unique-ip"=>"4", "pdf"=>"0", "year"=>"2011", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"4", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"4", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "unique-ip"=>"2", "pdf"=>"0", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"3", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "unique-ip"=>"8", "pdf"=>"6", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"4", "year"=>"2011", "pdf"=>"4", "unique-ip"=>"4", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "unique-ip"=>"3", "pdf"=>"4", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "year"=>"2012", "pdf"=>"3", "unique-ip"=>"5", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"0", "unique-ip"=>"1", "pdf"=>"0", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"3", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"4", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"2", "pdf"=>"2", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"1", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"2", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "unique-ip"=>"4", "pdf"=>"1", "year"=>"2009", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"4"}
- {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"7", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"13"}
- {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2012", "month"=>"7"}
- {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
- {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"0", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
- {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
- {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"2", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
- {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
- {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
- {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
- {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
- {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
- {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"0", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
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Relative Metric
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