Population Genomics of Sub-Saharan Drosophila melanogaster: African Diversity and Non-African Admixture
- Publication Date
- December 20, 2012
- Journal
- PLOS Genetics
- Authors
- John E. Pool, Russell B. Corbett Detig, Ryuichi P. Sugino, Kristian A. Stevens, et al
- Volume
- 8
- Issue
- 12
- Pages
- e1003080
- DOI
- https://dx.plos.org/10.1371/journal.pgen.1003080
- Publisher URL
- http://journals.plos.org/plosgenetics/article?id=10.1371%2Fjournal.pgen.1003080
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/23284287
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3527209
- Europe PMC
- http://europepmc.org/abstract/MED/23284287
- Web of Science
- 000312905600008
- Scopus
- 84872014607
- Mendeley
- http://www.mendeley.com/research/population-genomics-subsaharan-drosophila-melanogaster-african-diversity-nonafrican-admixture
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Mendeley | Further Information
{"title"=>"Population Genomics of Sub-Saharan Drosophila melanogaster: African Diversity and Non-African Admixture", "type"=>"journal", "authors"=>[{"first_name"=>"John E.", "last_name"=>"Pool", "scopus_author_id"=>"12767156600"}, {"first_name"=>"Russell B.", "last_name"=>"Corbett-Detig", "scopus_author_id"=>"54386585100"}, {"first_name"=>"Ryuichi P.", "last_name"=>"Sugino", "scopus_author_id"=>"8931783400"}, {"first_name"=>"Kristian A.", "last_name"=>"Stevens", "scopus_author_id"=>"8239203700"}, {"first_name"=>"Charis M.", "last_name"=>"Cardeno", "scopus_author_id"=>"54386499000"}, {"first_name"=>"Marc W.", "last_name"=>"Crepeau", "scopus_author_id"=>"24079982600"}, {"first_name"=>"Pablo", "last_name"=>"Duchen", "scopus_author_id"=>"35181130100"}, {"first_name"=>"J. J.", "last_name"=>"Emerson", "scopus_author_id"=>"7101916632"}, {"first_name"=>"Perot", "last_name"=>"Saelao", "scopus_author_id"=>"55548079600"}, {"first_name"=>"David J.", "last_name"=>"Begun", "scopus_author_id"=>"7005466340"}, {"first_name"=>"Charles H.", "last_name"=>"Langley", "scopus_author_id"=>"7007150141"}], "year"=>2012, "source"=>"PLoS Genetics", "identifiers"=>{"issn"=>"15537390", "arxiv"=>"1208.4864", "scopus"=>"2-s2.0-84872014607", "pui"=>"368067337", "doi"=>"10.1371/journal.pgen.1003080", "isbn"=>"1553-7404 (Electronic)\\r1553-7390 (Linking)", "sgr"=>"84872014607", "pmid"=>"23284287"}, "id"=>"51f14cbd-d022-3f7f-ab79-e9fdc9ccd5fc", "abstract"=>"Drosophila melanogaster has played a pivotal role in the development of modern population genetics. However, many basic questions regarding the demographic and adaptive history of this species remain unresolved. We report the genome sequencing of 139 wild-derived strains of D. melanogaster, representing 22 population samples from the sub-Saharan ancestral range of this species, along with one European population. Most genomes were sequenced above 25X depth from haploid embryos. Results indicated a pervasive influence of non-African admixture in many African populations, motivating the development and application of a novel admixture detection method. Admixture proportions varied among populations, with greater admixture in urban locations. Admixture levels also varied across the genome, with localized peaks and valleys suggestive of a non-neutral introgression process. Genomes from the same location differed starkly in ancestry, suggesting that isolation mechanisms may exist within African populations. After removing putatively admixed genomic segments, the greatest genetic diversity was observed in southern Africa (e.g. Zambia), while diversity in other populations was largely consistent with a geographic expansion from this potentially ancestral region. The European population showed different levels of diversity reduction on each chromosome arm, and some African populations displayed chromosome arm-specific diversity reductions. Inversions in the European sample were associated with strong elevations in diversity across chromosome arms. Genomic scans were conducted to identify loci that may represent targets of positive selection within an African population, between African populations, and between European and African populations. A disproportionate number of candidate selective sweep regions were located near genes with varied roles in gene regulation. Outliers for Europe-Africa F(ST) were found to be enriched in genomic regions of locally elevated cosmopolitan admixture, possibly reflecting a role for some of these loci in driving the introgression of non-African alleles into African populations.", "link"=>"http://www.mendeley.com/research/population-genomics-subsaharan-drosophila-melanogaster-african-diversity-nonafrican-admixture", "reader_count"=>190, "reader_count_by_academic_status"=>{"Unspecified"=>5, "Professor > Associate Professor"=>17, "Researcher"=>48, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>58, "Student > Postgraduate"=>9, "Student > Master"=>24, "Other"=>4, "Student > Bachelor"=>13, "Lecturer"=>5, "Professor"=>6}, "reader_count_by_user_role"=>{"Unspecified"=>5, "Professor > Associate Professor"=>17, "Researcher"=>48, "Student > Doctoral Student"=>1, "Student > Ph. D. Student"=>58, "Student > Postgraduate"=>9, "Student > Master"=>24, "Other"=>4, "Student > Bachelor"=>13, "Lecturer"=>5, "Professor"=>6}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>5, "Environmental Science"=>3, "Biochemistry, Genetics and Molecular Biology"=>25, "Mathematics"=>1, "Agricultural and Biological Sciences"=>147, "Medicine and Dentistry"=>3, "Neuroscience"=>2, "Chemistry"=>1, "Computer Science"=>1, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>3}, "Neuroscience"=>{"Neuroscience"=>2}, "Chemistry"=>{"Chemistry"=>1}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>147}, "Computer Science"=>{"Computer Science"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>25}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>5}, "Environmental Science"=>{"Environmental Science"=>3}}, "reader_count_by_country"=>{"Colombia"=>1, "United States"=>6, "Philippines"=>1, "Japan"=>1, "United Kingdom"=>2, "Switzerland"=>1, "Portugal"=>1, "Spain"=>5, "Russia"=>1, "Austria"=>2, "Netherlands"=>2, "Uganda"=>1, "Germany"=>2}, "group_count"=>11}CrossRef
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- {"month"=>"12", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"132"}
- {"month"=>"1", "year"=>"2015", "pdf_views"=>"39", "xml_views"=>"0", "html_views"=>"133"}
- {"month"=>"2", "year"=>"2015", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"85"}
- {"month"=>"3", "year"=>"2015", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"176"}
- {"month"=>"4", "year"=>"2015", "pdf_views"=>"31", "xml_views"=>"1", "html_views"=>"101"}
- {"month"=>"5", "year"=>"2015", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"118"}
- {"month"=>"6", "year"=>"2015", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"101"}
- {"month"=>"7", "year"=>"2015", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"111"}
- {"month"=>"8", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"115"}
- {"month"=>"9", "year"=>"2015", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"356"}
- {"month"=>"10", "year"=>"2015", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"147"}
- {"month"=>"11", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"158"}
- {"month"=>"12", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"109"}
- {"month"=>"1", "year"=>"2016", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"93"}
- {"month"=>"2", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"121"}
- {"month"=>"3", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"104"}
- {"month"=>"4", "year"=>"2016", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"160"}
- {"month"=>"5", "year"=>"2016", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"169"}
- {"month"=>"6", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"117"}
- {"month"=>"7", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"71"}
- {"month"=>"8", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"104"}
- {"month"=>"9", "year"=>"2016", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"92"}
- {"month"=>"10", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"124"}
- {"month"=>"11", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"117"}
- {"month"=>"12", "year"=>"2016", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"85"}
- {"month"=>"1", "year"=>"2017", "pdf_views"=>"33", "xml_views"=>"1", "html_views"=>"110"}
- {"month"=>"2", "year"=>"2017", "pdf_views"=>"30", "xml_views"=>"2", "html_views"=>"93"}
- {"month"=>"3", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"125"}
- {"month"=>"4", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"89"}
- {"month"=>"5", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"127"}
- {"month"=>"6", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"93"}
- {"month"=>"7", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"69"}
- {"month"=>"8", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"2", "html_views"=>"81"}
- {"month"=>"9", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"78"}
- {"month"=>"10", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"109"}
- {"month"=>"11", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"138"}
- {"month"=>"12", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"56"}
- {"month"=>"1", "year"=>"2018", "pdf_views"=>"46", "xml_views"=>"1", "html_views"=>"61"}
- {"month"=>"2", "year"=>"2018", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"53"}
- {"month"=>"3", "year"=>"2018", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"50"}
- {"month"=>"4", "year"=>"2018", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"51"}
- {"month"=>"5", "year"=>"2018", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"44"}
- {"month"=>"6", "year"=>"2018", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"45"}
- {"month"=>"7", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"4", "html_views"=>"49"}
- {"month"=>"8", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"41"}
- {"month"=>"9", "year"=>"2018", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"41"}
- {"month"=>"10", "year"=>"2018", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"11", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"50"}
- {"month"=>"12", "year"=>"2018", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"61"}
- {"month"=>"1", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"54"}
- {"month"=>"2", "year"=>"2019", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"50"}
- {"month"=>"3", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"34"}
- {"month"=>"4", "year"=>"2019", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"56"}
- {"month"=>"5", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"62"}
- {"month"=>"6", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"28"}
- {"month"=>"7", "year"=>"2019", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"43"}
- {"month"=>"8", "year"=>"2019", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"29"}
- {"month"=>"9", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"31"}
- {"month"=>"10", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"39"}
- {"month"=>"11", "year"=>"2019", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"41"}
- {"month"=>"12", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"1", "year"=>"2020", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"21"}
- {"month"=>"2", "year"=>"2020", "pdf_views"=>"28", "xml_views"=>"1", "html_views"=>"30"}
- {"month"=>"3", "year"=>"2020", "pdf_views"=>"35", "xml_views"=>"1", "html_views"=>"38"}
- {"month"=>"4", "year"=>"2020", "pdf_views"=>"83", "xml_views"=>"0", "html_views"=>"118"}
- {"month"=>"5", "year"=>"2020", "pdf_views"=>"58", "xml_views"=>"0", "html_views"=>"21"}
- {"month"=>"6", "year"=>"2020", "pdf_views"=>"53", "xml_views"=>"0", "html_views"=>"20"}
- {"month"=>"7", "year"=>"2020", "pdf_views"=>"30", "xml_views"=>"1", "html_views"=>"28"}
- {"month"=>"8", "year"=>"2020", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"37"}
- {"month"=>"9", "year"=>"2020", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"49"}
- {"month"=>"10", "year"=>"2020", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"47"}
- {"month"=>"11", "year"=>"2020", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"28"}
- {"month"=>"12", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"45"}
- {"month"=>"1", "year"=>"2021", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"26"}
PMC Usage Stats | Further Information
- {"unique-ip"=>"25", "full-text"=>"29", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"76", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
- {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
- {"unique-ip"=>"13", "full-text"=>"16", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
- {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
- {"unique-ip"=>"22", "full-text"=>"26", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
- {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"19", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
- {"unique-ip"=>"14", "full-text"=>"11", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"19", "cited-by"=>"3", "year"=>"2013", "month"=>"7"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"19", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
- {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
- {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
- {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "abstract"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
- {"unique-ip"=>"5", "full-text"=>"5", "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"=>"11", "full-text"=>"10", "pdf"=>"6", "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"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
- {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"3", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
- {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
- {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
- {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
- {"unique-ip"=>"15", "full-text"=>"7", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
- {"unique-ip"=>"15", "full-text"=>"1", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
- {"unique-ip"=>"20", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"12", "cited-by"=>"1", "year"=>"2014", "month"=>"9"}
- {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
- {"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"=>"11"}
- {"unique-ip"=>"7", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
- {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
- {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"2"}
- {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
- {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
- {"unique-ip"=>"7", "full-text"=>"4", "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"=>"8", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"6"}
- {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
- {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
- {"unique-ip"=>"14", "full-text"=>"11", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
- {"unique-ip"=>"21", "full-text"=>"14", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
- {"unique-ip"=>"21", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"4", "cited-by"=>"3", "year"=>"2015", "month"=>"11"}
- {"unique-ip"=>"19", "full-text"=>"13", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
- {"unique-ip"=>"21", "full-text"=>"15", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
- {"unique-ip"=>"17", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
- {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
- {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
- {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
- {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
- {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
- {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
- {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
- {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
- {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"33", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
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