Genomic Diversity and Introgression in O. sativa Reveal the Impact of Domestication and Breeding on the Rice Genome
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{"title"=>"Genomic diversity and introgression in O. sativa reveal the impact of domestication and breeding on the rice genome", "type"=>"journal", "authors"=>[{"first_name"=>"Keyan", "last_name"=>"Zhao", "scopus_author_id"=>"8714320500"}, {"first_name"=>"Mark", "last_name"=>"Wright", "scopus_author_id"=>"56292564900"}, {"first_name"=>"Jennifer", "last_name"=>"Kimball", "scopus_author_id"=>"57197360073"}, {"first_name"=>"Georgia", "last_name"=>"Eizenga", "scopus_author_id"=>"6506351045"}, {"first_name"=>"Anna", "last_name"=>"McClung", "scopus_author_id"=>"6603859640"}, {"first_name"=>"Michael", "last_name"=>"Kovach", "scopus_author_id"=>"22953458600"}, {"first_name"=>"Wricha", "last_name"=>"Tyagi", "scopus_author_id"=>"8675093800"}, {"first_name"=>"Md Liakat", "last_name"=>"Ali", "scopus_author_id"=>"56214814100"}, {"first_name"=>"Chih Wei", "last_name"=>"Tung", "scopus_author_id"=>"7201776828"}, {"first_name"=>"Andy", "last_name"=>"Reynolds", "scopus_author_id"=>"35076539100"}, {"first_name"=>"Carlos D.", "last_name"=>"Bustamante", "scopus_author_id"=>"35228607000"}, {"first_name"=>"Susan R.", "last_name"=>"McCouch", "scopus_author_id"=>"35468212900"}], "year"=>2010, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"20520727", "doi"=>"10.1371/journal.pone.0010780", "sgr"=>"77956295563", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "scopus"=>"2-s2.0-77956295563", "issn"=>"19326203", "pui"=>"359515642"}, "id"=>"07ce970a-e717-30af-94ad-089cfae74824", "abstract"=>"BACKGROUND: The domestication of Asian rice (Oryza sativa) was a complex process punctuated by episodes of introgressive hybridization among and between subpopulations. Deep genetic divergence between the two main varietal groups (Indica and Japonica) suggests domestication from at least two distinct wild populations. However, genetic uniformity surrounding key domestication genes across divergent subpopulations suggests cultural exchange of genetic material among ancient farmers.\n\nMETHODOLOGY/PRINCIPAL FINDINGS: In this study, we utilize a novel 1,536 SNP panel genotyped across 395 diverse accessions of O. sativa to study genome-wide patterns of polymorphism, to characterize population structure, and to infer the introgression history of domesticated Asian rice. Our population structure analyses support the existence of five major subpopulations (indica, aus, tropical japonica, temperate japonica and GroupV) consistent with previous analyses. Our introgression analysis shows that most accessions exhibit some degree of admixture, with many individuals within a population sharing the same introgressed segment due to artificial selection. Admixture mapping and association analysis of amylose content and grain length illustrate the potential for dissecting the genetic basis of complex traits in domesticated plant populations.\n\nCONCLUSIONS/SIGNIFICANCE: Genes in these regions control a myriad of traits including plant stature, blast resistance, and amylose content. These analyses highlight the power of population genomics in agricultural systems to identify functionally important regions of the genome and to decipher the role of human-directed breeding in refashioning the genomes of a domesticated species.", "link"=>"http://www.mendeley.com/research/genomic-diversity-introgression-o-sativa-reveal-impact-domestication-breeding-rice-genome", "reader_count"=>230, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Professor > Associate Professor"=>18, "Student > Doctoral Student"=>9, "Researcher"=>68, "Student > Ph. D. Student"=>64, "Student > Postgraduate"=>8, "Other"=>3, "Student > Master"=>34, "Student > Bachelor"=>9, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>2, "Professor"=>10}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Professor > Associate Professor"=>18, "Student > Doctoral Student"=>9, "Researcher"=>68, "Student > Ph. D. Student"=>64, "Student > Postgraduate"=>8, "Other"=>3, "Student > Master"=>34, "Student > Bachelor"=>9, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>2, "Professor"=>10}, "reader_count_by_subject_area"=>{"Unspecified"=>8, "Environmental Science"=>3, "Biochemistry, Genetics and Molecular Biology"=>10, "Agricultural and Biological Sciences"=>196, "Medicine and Dentistry"=>1, "Arts and Humanities"=>1, "Philosophy"=>1, "Physics and Astronomy"=>1, "Social Sciences"=>2, "Computer Science"=>6, "Earth and Planetary Sciences"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>2}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>196}, "Computer Science"=>{"Computer Science"=>6}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>10}, "Unspecified"=>{"Unspecified"=>8}, "Environmental Science"=>{"Environmental Science"=>3}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "Colombia"=>3, "United States"=>6, "Sri Lanka"=>1, "Japan"=>1, "Philippines"=>6, "United Kingdom"=>1, "Bolivia"=>1, "Switzerland"=>1, "Sweden"=>1, "China"=>2, "Brazil"=>3, "France"=>1, "Indonesia"=>1}, "group_count"=>7}

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  • {"files"=>["https://ndownloader.figshare.com/files/847982"], "description"=>"<p>(A) Population structure estimate from STRUCTURE output for K = 2 to K = 6. (B) Phylogenetic tree. The branch tips of the tree are colored according to the subpopulation assignment in (A) when K = 5.</p>", "links"=>[], "tags"=>["goldengate", "snp"], "article_id"=>518430, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.g001", "stats"=>{"downloads"=>2, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Population_structure_in_O_sativa_estimated_from_the_GoldenGate_SNP_set_/518430", "title"=>"Population structure in <i>O. sativa</i> estimated from the GoldenGate SNP set.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2010-05-24 02:20:30"}
  • {"files"=>["https://ndownloader.figshare.com/files/848125"], "description"=>"<p>Each panel represents one chromosome and each SNP is represented as one point in the figure. Here we illustrate introgression from <i>indica (IND</i>) into <i>tropical japonica</i> (<i>TRJ</i>) (red) and from <i>temperate japonica (TEJ)</i> into <i>indica (IND)</i> (dark blue). The dashed lines are the 5<sup>th</sup> percentile of all the SNPs for each introgression with the same color. Four genes <i>SD1</i>, <i>GS3</i>, <i>Waxy</i>, <i>Pi-ta</i> located in or near peak regions are indicated along the genome.</p>", "links"=>[], "tags"=>["introgression"], "article_id"=>518572, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.g002", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Average_Introgression_component_in_subpopulations_/518572", "title"=>"Average Introgression component in subpopulations.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2010-05-24 02:22:52"}
  • {"files"=>["https://ndownloader.figshare.com/files/848329"], "description"=>"<p>Genome position of SNPs and introgressions indicated across the bottom; vertical grey lines indicate chromosomes; position of <i>Waxy</i> gene on chromosome 6 shown as vertical dashed line. (A) Horizontal grey lines indicate accessions; blue-colored regions represent introgressions (defined by ≥5 SNPs) from <i>temperate japonica</i> into <i>indica</i>; variety names (on left) colored dark blue indicate <i>indica</i> accessions carrying a <i>waxy</i> allele introgressed from <i>temperate japonica</i>; those without <i>waxy</i> introgression indicated in red. (B) Admixture mapping p-values for amylose content using the <i>temperate japonica</i> component in the <i>admixed</i> subpopulation. (C) Association mapping p-values for amylose content in all accessions using mixed model approach. Horizontal dotted lines in both (B) and (C) represent significance values of 0.05 after Bonferroni correction.</p>", "links"=>[], "tags"=>["introgression", "aligned", "admixture", "p-values", "amylose"], "article_id"=>518773, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.g004", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Regions_of_introgression_from_temperate_japonica_into_indica_aligned_with_admixture_mapping_and_association_mapping_p_values_for_amylose_content_/518773", "title"=>"Regions of introgression from <i>temperate japonica</i> into <i>indica</i> aligned with admixture mapping and association mapping p-values for amylose content.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2010-05-24 02:26:13"}
  • {"files"=>["https://ndownloader.figshare.com/files/848483"], "description"=>"<p>(A) Admixture mapping p-values for grain length using the <i>tropical japonica</i> component in the admixed subpopulation. (B) Association mapping p-values for grain length in all accessions using the subpopulation component matrix Q (K = 5) as cofactors in the model. Horizontal dotted lines represent significance value of 0.05 after Bonferroni correction. Chromosomes are separated by vertical grey lines; <i>GS3</i> gene on chromosome 3 shown as vertical dashed line.</p>", "links"=>[], "tags"=>["p-values"], "article_id"=>518932, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.g005", "stats"=>{"downloads"=>1, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Admixture_mapping_and_association_mapping_p_values_for_grain_length_/518932", "title"=>"Admixture mapping and association mapping p-values for grain length.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2010-05-24 02:28:52"}
  • {"files"=>["https://ndownloader.figshare.com/files/848206"], "description"=>"<p>SNP positions are shown as black vertical bars across the bottom; vertical grey lines indicate chromosomes; horizontal grey lines indicate accessions; introgressed regions (defined by ≥5 SNPs) shown in red. The height of the red regions corresponds to the probability of introgression, with a maximum value of 1. Only <i>tropical japonica</i> and <i>admixed</i> accessions (where <i><u>indica</u></i> component is less than 25%) are plotted in the figure. <i>SD1</i> and <i>Pi-ta</i> positions shown as vertical dashed lines. Accession IDs are colored in light blue for <i>TRJ</i> and black for admixed accessions.</p>", "links"=>[], "tags"=>["introgression"], "article_id"=>518657, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.g003", "stats"=>{"downloads"=>1, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Regions_of_introgression_from_indica_into_tropical_japonica_/518657", "title"=>"Regions of introgression from <i>indica</i> into <i>tropical japonica</i>.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2010-05-24 02:24:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/848586"], "description"=>"<p>Fst <u>between pairwise</u> subpopulation groups.</p>", "links"=>[], "tags"=>["subpopulation"], "article_id"=>519037, "categories"=>["Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0010780.t001", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Fst_between_pairwise_subpopulation_groups_/519037", "title"=>"Fst between pairwise subpopulation groups.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2010-05-24 02:30:37"}
  • {"files"=>["https://ndownloader.figshare.com/files/422216", "https://ndownloader.figshare.com/files/422278", "https://ndownloader.figshare.com/files/422357", "https://ndownloader.figshare.com/files/422417", "https://ndownloader.figshare.com/files/422448", "https://ndownloader.figshare.com/files/422486", "https://ndownloader.figshare.com/files/422508", "https://ndownloader.figshare.com/files/422579", "https://ndownloader.figshare.com/files/422599"], "description"=>"<div><h3>Background</h3><p>The domestication of Asian rice (<em>Oryza sativa</em>) was a complex process punctuated by episodes of introgressive hybridization among and between subpopulations. Deep genetic divergence between the two main varietal groups (<em>Indica</em> and <em>Japonica</em>) suggests domestication from at least two distinct wild populations. However, genetic uniformity surrounding key domestication genes across divergent subpopulations suggests cultural exchange of genetic material among ancient farmers.</p><h3>Methodology/Principal Findings</h3><p>In this study, we utilize a novel 1,536 SNP panel genotyped across 395 diverse accessions of <em>O. sativa</em> to study genome-wide patterns of polymorphism, to characterize population structure, and to infer the introgression history of domesticated Asian rice. Our population structure analyses support the existence of five major subpopulations (<em>indica</em>, <em>aus</em>, <em>tropical japonica</em>, <em>temperate japonica</em> and <em>GroupV</em>) consistent with previous analyses. Our introgression analysis shows that most accessions exhibit some degree of admixture, with many individuals within a population sharing the same introgressed segment due to artificial selection. Admixture mapping and association analysis of amylose content and grain length illustrate the potential for dissecting the genetic basis of complex traits in domesticated plant populations.</p><h3>Conclusions/Significance</h3><p>Genes in these regions control a myriad of traits including plant stature, blast resistance, and amylose content. These analyses highlight the power of population genomics in agricultural systems to identify functionally important regions of the genome and to decipher the role of human-directed breeding in refashioning the genomes of a domesticated species.</p></div>", "links"=>[], "tags"=>["genomic", "introgression", "domestication", "breeding", "genome"], "article_id"=>143393, "categories"=>["Genetics", "Cell Biology", "Evolutionary Biology"], "users"=>["Keyan Zhao", "Mark Wright", "Jennifer Kimball", "Georgia Eizenga", "Anna McClung", "Michael Kovach", "Wricha Tyagi", "Md. Liakat Ali", "Chih-Wei Tung", "Andy Reynolds", "Carlos D. Bustamante", "Susan R. McCouch"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0010780.s001", "https://dx.doi.org/10.1371/journal.pone.0010780.s002", "https://dx.doi.org/10.1371/journal.pone.0010780.s003", "https://dx.doi.org/10.1371/journal.pone.0010780.s004", "https://dx.doi.org/10.1371/journal.pone.0010780.s005", "https://dx.doi.org/10.1371/journal.pone.0010780.s006", "https://dx.doi.org/10.1371/journal.pone.0010780.s007", "https://dx.doi.org/10.1371/journal.pone.0010780.s008", "https://dx.doi.org/10.1371/journal.pone.0010780.s009"], "stats"=>{"downloads"=>14, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Genomic_Diversity_and_Introgression_in_O_sativa_Reveal_the_Impact_of_Domestication_and_Breeding_on_the_Rice_Genome/143393", "title"=>"Genomic Diversity and Introgression in <em>O. sativa</em> Reveal the Impact of Domestication and Breeding on the Rice Genome", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2010-05-24 00:56:33"}

PMC Usage Stats | Further Information

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  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"1", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"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"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
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  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
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  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
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  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
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  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"16", "full-text"=>"14", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
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  • {"unique-ip"=>"14", "full-text"=>"19", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"18", "full-text"=>"13", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"7", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
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  • {"unique-ip"=>"10", "full-text"=>"6", "pdf"=>"13", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
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  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"12", "full-text"=>"6", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
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  • {"unique-ip"=>"24", "full-text"=>"25", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"4", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"9", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"20", "full-text"=>"24", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"9"}

Relative Metric

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