Development of a Large SNP Genotyping Array and Generation of High-Density Genetic Maps in Tomato
- Publication Date
- July 10, 2012
- Journal
- PLOS ONE
- Authors
- Sung Chur Sim, Gregor Durstewitz, Jörg Plieske, Ralf Wieseke, et al
- Volume
- 7
- Issue
- 7
- Pages
- e40563
- DOI
- https://dx.plos.org/10.1371/journal.pone.0040563
- Publisher URL
- http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0040563
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/22802968
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3393668
- Europe PMC
- http://europepmc.org/abstract/MED/22802968
- Web of Science
- 000306355500057
- Scopus
- 84863672047
- Mendeley
- http://www.mendeley.com/research/development-large-snp-genotyping-array-generation-highdensity-genetic-maps-tomato
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Mendeley | Further Information
{"title"=>"Development of a large snp genotyping array and generation of high-density genetic maps in tomato", "type"=>"journal", "authors"=>[{"first_name"=>"Sung Chur", "last_name"=>"Sim", "scopus_author_id"=>"7101953773"}, {"first_name"=>"Gregor", "last_name"=>"Durstewitz", "scopus_author_id"=>"6603177575"}, {"first_name"=>"Jörg", "last_name"=>"Plieske", "scopus_author_id"=>"6506187388"}, {"first_name"=>"Ralf", "last_name"=>"Wieseke", "scopus_author_id"=>"42762533600"}, {"first_name"=>"Martin W.", "last_name"=>"Ganal", "scopus_author_id"=>"7003799206"}, {"first_name"=>"Allen", "last_name"=>"van Deynze", "scopus_author_id"=>"6603401656"}, {"first_name"=>"John P.", "last_name"=>"Hamilton", "scopus_author_id"=>"8955405700"}, {"first_name"=>"C. Robin", "last_name"=>"Buell", "scopus_author_id"=>"7003436847"}, {"first_name"=>"Mathilde", "last_name"=>"Causse", "scopus_author_id"=>"6701844949"}, {"first_name"=>"Saranga", "last_name"=>"Wijeratne", "scopus_author_id"=>"54884632700"}, {"first_name"=>"David M.", "last_name"=>"Francis", "scopus_author_id"=>"35274951200"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"pmid"=>"22802968", "doi"=>"10.1371/journal.pone.0040563", "sgr"=>"84863672047", "isbn"=>"1932-6203", "scopus"=>"2-s2.0-84863672047", "issn"=>"19326203", "pui"=>"365221598"}, "id"=>"004fc7e7-736b-3922-bf54-d6ef5946f07a", "abstract"=>"The concurrent development of high-throughput genotyping platforms and next generation sequencing (NGS) has increased the number and density of genetic markers, the efficiency of constructing detailed linkage maps, and our ability to overlay recombination and physical maps of the genome. We developed an array for tomato with 8,784 Single Nucleotide Polymorphisms (SNPs) mainly discovered based on NGS-derived transcriptome sequences. Of the SNPs, 7,720 (88%) passed manufacturing quality control and could be scored in tomato germplasm. The array was used to generate high-density linkage maps for three interspecific F(2) populations: EXPEN 2000 (Solanum lycopersicum LA0925 x S. pennellii LA0716, 79 individuals), EXPEN 2012 (S. lycopersicum Moneymaker x S. pennellii LA0716, 160 individuals), and EXPIM 2012 (S. lycopersicum Moneymaker x S. pimpinellifolium LA0121, 183 individuals). The EXPEN 2000-SNP and EXPEN 2012 maps consisted of 3,503 and 3,687 markers representing 1,076 and 1,229 unique map positions (genetic bins), respectively. The EXPEN 2000-SNP map had an average marker bin interval of 1.6 cM, while the EXPEN 2012 map had an average bin interval of 0.9 cM. The EXPIM 2012 map was constructed with 4,491 markers (1,358 bins) and an average bin interval of 0.8 cM. All three linkage maps revealed an uneven distribution of markers across the genome. The dense EXPEN 2012 and EXPIM 2012 maps showed high levels of colinearity across all 12 chromosomes, and also revealed evidence of small inversions between LA0716 and LA0121. Physical positions of 7,666 SNPs were identified relative to the tomato genome sequence. The genetic and physical positions were mostly consistent. Exceptions were observed for chromosomes 3, 10 and 12. Comparing genetic positions relative to physical positions revealed that genomic regions with high recombination rates were consistent with the known distribution of euchromatin across the 12 chromosomes, while very low recombination rates were observed in the heterochromatic regions.", "link"=>"http://www.mendeley.com/research/development-large-snp-genotyping-array-generation-highdensity-genetic-maps-tomato", "reader_count"=>145, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Professor > Associate Professor"=>10, "Researcher"=>44, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>37, "Student > Postgraduate"=>9, "Student > Master"=>28, "Other"=>5, "Student > Bachelor"=>3, "Lecturer > Senior Lecturer"=>1, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Professor > Associate Professor"=>10, "Researcher"=>44, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>37, "Student > Postgraduate"=>9, "Student > Master"=>28, "Other"=>5, "Student > Bachelor"=>3, "Lecturer > Senior Lecturer"=>1, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>8, "Environmental Science"=>1, "Biochemistry, Genetics and Molecular Biology"=>6, "Agricultural and Biological Sciences"=>124, "Medicine and Dentistry"=>2, "Arts and Humanities"=>1, "Chemistry"=>1, "Social Sciences"=>1, "Computer Science"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>2}, "Chemistry"=>{"Chemistry"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>124}, "Computer Science"=>{"Computer Science"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>6}, "Unspecified"=>{"Unspecified"=>8}, "Environmental Science"=>{"Environmental Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}}, "reader_count_by_country"=>{"Argentina"=>1, "Netherlands"=>2, "Sweden"=>1, "United States"=>2, "Brazil"=>2, "Israel"=>2, "France"=>2, "Australia"=>1, "India"=>1}, "group_count"=>4}CrossRef
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Scopus | Further Information
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- {"month"=>"10", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"63"}
- {"month"=>"11", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"77"}
- {"month"=>"12", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"68"}
- {"month"=>"1", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"59"}
- {"month"=>"2", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"4", "html_views"=>"69"}
- {"month"=>"3", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"64"}
- {"month"=>"4", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"69"}
- {"month"=>"5", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"85"}
- {"month"=>"6", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"53"}
- {"month"=>"7", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"3", "html_views"=>"69"}
- {"month"=>"8", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"60"}
- {"month"=>"9", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"73"}
- {"month"=>"10", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"85"}
- {"month"=>"11", "year"=>"2017", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"96"}
- {"month"=>"12", "year"=>"2017", "pdf_views"=>"42", "xml_views"=>"1", "html_views"=>"57"}
- {"month"=>"1", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"54"}
- {"month"=>"2", "year"=>"2018", "pdf_views"=>"17", "xml_views"=>"3", "html_views"=>"49"}
- {"month"=>"3", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"45"}
- {"month"=>"4", "year"=>"2018", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"47"}
- {"month"=>"5", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"56"}
- {"month"=>"6", "year"=>"2018", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"44"}
- {"month"=>"7", "year"=>"2018", "pdf_views"=>"23", "xml_views"=>"3", "html_views"=>"20"}
- {"month"=>"8", "year"=>"2018", "pdf_views"=>"23", "xml_views"=>"2", "html_views"=>"52"}
- {"month"=>"9", "year"=>"2018", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"42"}
- {"month"=>"10", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"1", "html_views"=>"57"}
- {"month"=>"11", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"47"}
- {"month"=>"12", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"30"}
- {"month"=>"1", "year"=>"2019", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"56"}
- {"month"=>"2", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"40"}
- {"month"=>"3", "year"=>"2019", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"66"}
- {"month"=>"4", "year"=>"2019", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"32"}
- {"month"=>"5", "year"=>"2019", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"45"}
- {"month"=>"6", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"45"}
- {"month"=>"7", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"40"}
- {"month"=>"8", "year"=>"2019", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"59"}
- {"month"=>"9", "year"=>"2019", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"10", "year"=>"2019", "pdf_views"=>"40", "xml_views"=>"0", "html_views"=>"70"}
- {"month"=>"11", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"44"}
- {"month"=>"12", "year"=>"2019", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"19"}
PMC Usage Stats | Further Information
- {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"15", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
- {"unique-ip"=>"37", "full-text"=>"33", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
- {"unique-ip"=>"27", "full-text"=>"30", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
- {"unique-ip"=>"23", "full-text"=>"18", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
- {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
- {"unique-ip"=>"22", "full-text"=>"23", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
- {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
- {"unique-ip"=>"22", "full-text"=>"22", "pdf"=>"17", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
- {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
- {"unique-ip"=>"21", "full-text"=>"22", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
- {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
- {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
- {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"12", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
- {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"10", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
- {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
- {"unique-ip"=>"14", "full-text"=>"11", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
- {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
- {"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"=>"12"}
- {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
- {"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"=>"2014", "month"=>"2"}
- {"unique-ip"=>"5", "full-text"=>"2", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
- {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
- {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
- {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
- {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
- {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
- {"unique-ip"=>"26", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"11", "cited-by"=>"1", "year"=>"2015", "month"=>"6"}
- {"unique-ip"=>"18", "full-text"=>"23", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"7"}
- {"unique-ip"=>"17", "full-text"=>"19", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
- {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
- {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
- {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
- {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
- {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
- {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
- {"unique-ip"=>"22", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
- {"unique-ip"=>"18", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"5", "cited-by"=>"1", "year"=>"2014", "month"=>"10"}
- {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
- {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
- {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"12"}
- {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
- {"unique-ip"=>"22", "full-text"=>"29", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"4", "cited-by"=>"3", "year"=>"2015", "month"=>"11"}
- {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
- {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
- {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
- {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
- {"unique-ip"=>"9", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
- {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
- {"unique-ip"=>"15", "full-text"=>"18", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
- {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
- {"unique-ip"=>"22", "full-text"=>"26", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
- {"unique-ip"=>"16", "full-text"=>"19", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
- {"unique-ip"=>"11", "full-text"=>"12", "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"=>"13", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
- {"unique-ip"=>"16", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"1"}
- {"unique-ip"=>"13", "full-text"=>"21", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"9", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
- {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
- {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
- {"unique-ip"=>"10", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
- {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
- {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
- {"unique-ip"=>"16", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"16", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
- {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
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Relative Metric
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