De novo Sequencing, Assembly and Characterization of Antennal Transcriptome of Anomala corpulenta Motschulsky (Coleoptera: Rutelidae)
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{"title"=>"De novo sequencing, assembly and characterization of antennal transcriptome of Anomala corpulenta Motschulsky (Coleoptera: Rutelidae)", "type"=>"journal", "authors"=>[{"first_name"=>"Haoliang", "last_name"=>"Chen", "scopus_author_id"=>"35204479900"}, {"first_name"=>"Lulu", "last_name"=>"Lin", "scopus_author_id"=>"56437050100"}, {"first_name"=>"Minghui", "last_name"=>"Xie", "scopus_author_id"=>"56437186700"}, {"first_name"=>"Guangling", "last_name"=>"Zhang", "scopus_author_id"=>"56436990300"}, {"first_name"=>"Weihua", "last_name"=>"Su", "scopus_author_id"=>"56437149100"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84914670542", "doi"=>"10.1371/journal.pone.0114238", "pui"=>"600627410", "pmid"=>"25461610", "scopus"=>"2-s2.0-84914670542", "issn"=>"19326203"}, "id"=>"567402b4-c2fc-3c66-bea6-94ebaf7f1b6a", "abstract"=>"BACKGROUND: Anomala corpulenta is an important insect pest and can cause enormous economic losses in agriculture, horticulture and forestry. It is widely distributed in China, and both larvae and adults can cause serious damage. It is difficult to control this pest because the larvae live underground. Any new control strategy should exploit alternatives to heavily and frequently used chemical insecticides. However, little genetic research has been carried out on A. corpulenta due to the lack of genomic resources. Genomic resources could be produced by next generation sequencing technologies with low cost and in a short time. In this study, we performed de novo sequencing, assembly and characterization of the antennal transcriptome of A. corpulenta.\\n\\nRESULTS: Illumina sequencing technology was used to sequence the antennal transcriptome of A. corpulenta. Approximately 76.7 million total raw reads and about 68.9 million total clean reads were obtained, and then 35,656 unigenes were assembled. Of these unigenes, 21,463 of them could be annotated in the NCBI nr database, and, among the annotated unigenes, 11,154 and 6,625 unigenes could be assigned to GO and COG, respectively. Additionally, 16,350 unigenes could be annotated in the Swiss-Prot database, and 14,499 unigenes could map onto 258 pathways in the KEGG Pathway database. We also found 24 unigenes related to OBPs, 6 to CSPs, and in total 167 unigenes related to chemodetection. We analyzed 4 OBPs and 3CSPs sequences and their RT-qPCR results agreed well with their FPKM values.\\n\\nCONCLUSION: We produced the first large-scale antennal transcriptome of A. corpulenta, which is a species that has little genomic information in public databases. The identified chemodetection unigenes can promote the molecular mechanistic study of behavior in A. corpulenta. These findings provide a general sequence resource for molecular genetics research on A. corpulenta.", "link"=>"http://www.mendeley.com/research/novo-sequencing-assembly-characterization-antennal-transcriptome-anomala-corpulenta-motschulsky-cole", "reader_count"=>22, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>1, "Researcher"=>2, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>7, "Other"=>2, "Student > Master"=>4, "Student > Bachelor"=>2, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>1, "Researcher"=>2, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>7, "Other"=>2, "Student > Master"=>4, "Student > Bachelor"=>2, "Professor"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>1, "Environmental Science"=>1, "Biochemistry, Genetics and Molecular Biology"=>1, "Agricultural and Biological Sciences"=>17, "Medicine and Dentistry"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>17}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Unspecified"=>{"Unspecified"=>1}, "Environmental Science"=>{"Environmental Science"=>1}}, "reader_count_by_country"=>{"United States"=>1, "Japan"=>1, "Germany"=>1}, "group_count"=>1}

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1813649"], "description"=>"<p>The length distribution of contigs and unigenes.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257254, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_length_distribution_of_contigs_and_unigenes_/1257254", "title"=>"The length distribution of contigs and unigenes.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813654"], "description"=>"<p>Effect of query unigene length on the numbers of matched unigenes and the percentage of unigenes matched in NCBI nr database.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257257, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Effect_of_query_unigene_length_on_the_numbers_of_matched_unigenes_and_the_percentage_of_unigenes_matched_in_NCBI_nr_database_/1257257", "title"=>"Effect of query unigene length on the numbers of matched unigenes and the percentage of unigenes matched in NCBI nr database.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813665"], "description"=>"<p>(A) E-value distribution; (B) Similarity distribution; (C) Species distribution; the first hits of each unigene were used for analysis.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257262, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g003"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Characteristics_of_homology_search_of_assembled_unigenes_against_the_nr_database_/1257262", "title"=>"Characteristics of homology search of assembled unigenes against the nr database.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813669"], "description"=>"<p>Unigene hits against the three main public databases.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257266, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Unigene_hits_against_the_three_main_public_databases_/1257266", "title"=>"Unigene hits against the three main public databases.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813676"], "description"=>"<p>The results are assigned in three main categories: biological process, cellular component and molecular function. The x-axis indicates the sub-categories and the y-axis indicates the number of unigenes in that category.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257273, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g005"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_11_154_unigenes_were_hits_in_Gene_Ontology_GO_classification_/1257273", "title"=>"11,154 unigenes were hits in Gene Ontology (GO) classification.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813680"], "description"=>"<p>All unigenes were aligned to clusters of orthologous groups (COG) database at NCBI to predict possible functions. Out of 21,463 nr hits, 6,255 sequences had a COG classification among the 25 categories. The capital letters in x-axis indicate the COG categories as listed on the right and the y-axis indicates the number of unigenes in each category.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257277, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g006"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_COG_function_classification_/1257277", "title"=>"COG function classification.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813684"], "description"=>"<p>FPKM values versus different lengths of unigenes.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257281, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g007"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_FPKM_values_versus_different_lengths_of_unigenes_/1257281", "title"=>"FPKM values versus different lengths of unigenes.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813691"], "description"=>"<p>Bars denoted by the same letter indicate that there are no significant differences in gene expression in antenna (Tukey’s b P>0.05).</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257288, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g008"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relative_expression_of_OBPs_and_CSPs_genes_to_GAPDH_in_Anomala_corpulenta_A_and_the_FPKM_values_of_those_genes_B_/1257288", "title"=>"Relative expression of OBPs and CSPs genes to GAPDH in <i>Anomala corpulenta</i> (A) and the FPKM values of those genes (B).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813699"], "description"=>"<p>Conserved residues were highlighted in gray and conserved cysteines were marked with “*” below the alignment.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257296, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g009"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Alignment_of_amino_acid_sequences_of_OBPs_A_and_CSPs_B_from_A_corpulenta_/1257296", "title"=>"Alignment of amino acid sequences of OBPs (A) and CSPs (B) from <i>A. corpulenta</i>.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813706"], "description"=>"<p>The Obps and Csps from <i>A. corpulenta</i> were underlined. Bh: <i>Batocera horsfieldi</i>; Ha: <i>Harmonia axyridis</i>; Ho: <i>Holotrichia oblita</i>; Ma: <i>Monochamus alternatus</i>; Pd: <i>Phyllopertha diversa</i>; Tc: <i>Tribolium castaneum</i>; Dp: <i>Dendroctonus ponderosae</i>.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257302, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.g010"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Phylogenetic_tree_of_OBPs_A_and_CSPs_B_from_Anomala_corpulenta_and_other_Coleoptera_species_constructed_by_BEAST_2_/1257302", "title"=>"Phylogenetic tree of OBPs (A) and CSPs (B) from <i>Anomala corpulenta</i> and other Coleoptera species constructed by BEAST 2.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813708"], "description"=>"<p>Numbers of unigenes annotating to public databases.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257305, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.t001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Numbers_of_unigenes_annotating_to_public_databases_/1257305", "title"=>"Numbers of unigenes annotating to public databases.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813709"], "description"=>"<p>Number of sequences obtained in this study with hits to the corresponding proteins in the NCBI nr database.</p><p>Unigenes related to chemodetection.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257306, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.t002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Unigenes_related_to_chemodetection_/1257306", "title"=>"Unigenes related to chemodetection.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813710"], "description"=>"<p>Identified and sequence confirmed OBP and CSP unigenes.</p>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257307, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238.t003"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Identified_and_sequence_confirmed_OBP_and_CSP_unigenes_/1257307", "title"=>"Identified and sequence confirmed OBP and CSP unigenes.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-02 03:28:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/1813711"], "description"=>"<div><p>Background</p><p><i>Anomala corpulenta</i> is an important insect pest and can cause enormous economic losses in agriculture, horticulture and forestry. It is widely distributed in China, and both larvae and adults can cause serious damage. It is difficult to control this pest because the larvae live underground. Any new control strategy should exploit alternatives to heavily and frequently used chemical insecticides. However, little genetic research has been carried out on <i>A. corpulenta</i> due to the lack of genomic resources. Genomic resources could be produced by next generation sequencing technologies with low cost and in a short time. In this study, we performed <i>de novo</i> sequencing, assembly and characterization of the antennal transcriptome of <i>A. corpulenta</i>.</p><p>Results</p><p>Illumina sequencing technology was used to sequence the antennal transcriptome of <i>A. corpulenta</i>. Approximately 76.7 million total raw reads and about 68.9 million total clean reads were obtained, and then 35,656 unigenes were assembled. Of these unigenes, 21,463 of them could be annotated in the NCBI nr database, and, among the annotated unigenes, 11,154 and 6,625 unigenes could be assigned to GO and COG, respectively. Additionally, 16,350 unigenes could be annotated in the Swiss-Prot database, and 14,499 unigenes could map onto 258 pathways in the KEGG Pathway database. We also found 24 unigenes related to OBPs, 6 to CSPs, and in total 167 unigenes related to chemodetection. We analyzed 4 OBPs and 3CSPs sequences and their RT-qPCR results agreed well with their FPKM values.</p><p>Conclusion</p><p>We produced the first large-scale antennal transcriptome of <i>A. corpulenta</i>, which is a species that has little genomic information in public databases. The identified chemodetection unigenes can promote the molecular mechanistic study of behavior in <i>A. corpulenta</i>. These findings provide a general sequence resource for molecular genetics research on <i>A. corpulenta</i>.</p></div>", "links"=>[], "tags"=>["antennal transcriptome", "unigene", "KEGG Pathway database", "3 CSPs sequences", "cog", "obp", "generation sequencing technologies", "fpkm", "Anomala corpulenta Motschulsky", "NCBI nr database", "corpulenta.ResultsIllumina sequencing technology"], "article_id"=>1257308, "categories"=>["Biological Sciences"], "users"=>["Haoliang Chen", "Lulu Lin", "Minghui Xie", "Guangling Zhang", "Weihua Su"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0114238"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_De_novo_Sequencing_Assembly_and_Characterization_of_Antennal_Transcriptome_of_Anomala_corpulenta_Motschulsky_Coleoptera_Rutelidae_/1257308", "title"=>"<i>De novo</i> Sequencing, Assembly and Characterization of Antennal Transcriptome of <i>Anomala corpulenta</i> Motschulsky (Coleoptera: Rutelidae)", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-02 03:28:55"}

PMC Usage Stats | Further Information

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  • {"unique-ip"=>"21", "full-text"=>"24", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
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  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"11", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
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  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
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  • {"unique-ip"=>"6", "full-text"=>"9", "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"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
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  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"10", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"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"=>"2017", "month"=>"11"}
  • {"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"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"2", "full-text"=>"6", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"1", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
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Relative Metric

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