Development of a Panel of Genome-Wide Ancestry Informative Markers to Study Admixture Throughout the Americas
Publication Date
March 08, 2012
Journal
PLOS Genetics
Authors
Joshua Mark Galanter, Juan Carlos Fernandez Lopez, Christopher R. Gignoux, Jill Barnholtz Sloan, et al
Volume
8
Issue
3
Pages
e1002554
DOI
https://dx.plos.org/10.1371/journal.pgen.1002554
Publisher URL
http://journals.plos.org/plosgenetics/article?id=10.1371%2Fjournal.pgen.1002554
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/22412386
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3297575
Europe PMC
http://europepmc.org/abstract/MED/22412386
Web of Science
000302254800030
Scopus
84859239872
Mendeley
http://www.mendeley.com/research/development-panel-genomewide-ancestry-informative-markers-study-admixture-throughout-americas
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Mendeley | Further Information

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Complex historical factors have resulted in varying proportions of ancestral contributions between individuals within and among ethnic groups. We developed a panel of 446 ancestry informative markers (AIMs) optimized to estimate ancestral proportions in individuals and populations throughout Latin America. We used genome-wide data from 953 individuals from diverse African, European, and Native American populations to select AIMs optimized for each of the three main continental populations that form the basis of modern Latin American populations. We selected markers on the basis of locus-specific branch length to be informative, well distributed throughout the genome, capable of being genotyped on widely available commercial platforms, and applicable throughout the Americas by minimizing within-continent heterogeneity. We then validated the panel in samples from four admixed populations by comparing ancestry estimates based on the AIMs panel to estimates based on genome-wide association study (GWAS) data. The panel provided balanced discriminatory power among the three ancestral populations and accurate estimates of individual ancestry proportions (R² > 0.9 for ancestral components with significant between-subject variance). Finally, we genotyped samples from 18 populations from Latin America using the AIMs panel and estimated variability in ancestry within and between these populations. This panel and its reference genotype information will be useful resources to explore population history of admixture in Latin America and to correct for the potential effects of population stratification in admixed samples in the region.", "link"=>"http://www.mendeley.com/research/development-panel-genomewide-ancestry-informative-markers-study-admixture-throughout-americas", "reader_count"=>207, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Professor > Associate Professor"=>11, "Librarian"=>2, "Student > Doctoral Student"=>16, "Researcher"=>51, "Student > Ph. D. Student"=>42, "Student > Postgraduate"=>10, "Student > Master"=>24, "Other"=>8, "Student > Bachelor"=>25, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>1, "Professor"=>11}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Professor > Associate Professor"=>11, "Librarian"=>2, "Student > Doctoral Student"=>16, "Researcher"=>51, "Student > Ph. D. Student"=>42, "Student > Postgraduate"=>10, "Student > Master"=>24, "Other"=>8, "Student > Bachelor"=>25, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>1, "Professor"=>11}, "reader_count_by_subject_area"=>{"Unspecified"=>13, "Agricultural and Biological Sciences"=>102, "Arts and Humanities"=>5, "Business, Management and Accounting"=>2, "Chemistry"=>2, "Computer Science"=>1, "Engineering"=>3, "Environmental Science"=>2, "Biochemistry, Genetics and Molecular Biology"=>32, "Nursing and Health Professions"=>1, "Materials Science"=>1, "Mathematics"=>2, "Medicine and Dentistry"=>28, "Pharmacology, Toxicology and Pharmaceutical Science"=>2, "Social Sciences"=>11}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>28}, "Social Sciences"=>{"Social Sciences"=>11}, "Mathematics"=>{"Mathematics"=>2}, "Unspecified"=>{"Unspecified"=>13}, "Environmental Science"=>{"Environmental Science"=>2}, "Pharmacology, Toxicology and Pharmaceutical Science"=>{"Pharmacology, Toxicology and Pharmaceutical Science"=>2}, "Arts and Humanities"=>{"Arts and Humanities"=>5}, "Engineering"=>{"Engineering"=>3}, "Chemistry"=>{"Chemistry"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>102}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>32}}, "reader_count_by_country"=>{"New Zealand"=>1, "Colombia"=>2, "Canada"=>2, "Austria"=>1, "Netherlands"=>1, "United States"=>10, "Uruguay"=>1, "Brazil"=>5, "Mexico"=>2, "Chile"=>2, "France"=>1, "Germany"=>1}, "group_count"=>12}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/343438", "https://ndownloader.figshare.com/files/343448", "https://ndownloader.figshare.com/files/343458", "https://ndownloader.figshare.com/files/343476"], "description"=>"<div><p>Most individuals throughout the Americas are admixed descendants of Native American, European, and African ancestors. Complex historical factors have resulted in varying proportions of ancestral contributions between individuals within and among ethnic groups. We developed a panel of 446 ancestry informative markers (AIMs) optimized to estimate ancestral proportions in individuals and populations throughout Latin America. We used genome-wide data from 953 individuals from diverse African, European, and Native American populations to select AIMs optimized for each of the three main continental populations that form the basis of modern Latin American populations. We selected markers on the basis of locus-specific branch length to be informative, well distributed throughout the genome, capable of being genotyped on widely available commercial platforms, and applicable throughout the Americas by minimizing within-continent heterogeneity. We then validated the panel in samples from four admixed populations by comparing ancestry estimates based on the AIMs panel to estimates based on genome-wide association study (GWAS) data. The panel provided balanced discriminatory power among the three ancestral populations and accurate estimates of individual ancestry proportions (R<sup>2</sup>>0.9 for ancestral components with significant between-subject variance). Finally, we genotyped samples from 18 populations from Latin America using the AIMs panel and estimated variability in ancestry within and between these populations. This panel and its reference genotype information will be useful resources to explore population history of admixture in Latin America and to correct for the potential effects of population stratification in admixed samples in the region.</p> </div>", "links"=>[], "tags"=>["genome-wide", "ancestry", "informative", "markers", "admixture", "americas"], "article_id"=>127863, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.s001", "https://dx.doi.org/10.1371/journal.pgen.1002554.s002", "https://dx.doi.org/10.1371/journal.pgen.1002554.s003", "https://dx.doi.org/10.1371/journal.pgen.1002554.s004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Development_of_a_Panel_of_Genome_Wide_Ancestry_Informative_Markers_to_Study_Admixture_Throughout_the_Americas/127863", "title"=>"Development of a Panel of Genome-Wide Ancestry Informative Markers to Study Admixture Throughout the Americas", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2012-03-08 02:11:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/670119"], "description"=>"<p>The x-axis shows the ancestry estimate using GWAS data; the y-axis shows the difference in estimates between GWAS and AIMs data using the 425 AIMs genotyped in the GALA Mexicans and Puerto Rican samples, 314 AIMs for the Mexico City sample, and 398 AIMs for the MGDP-INMEGEN sample.</p>", "links"=>[], "tags"=>["plots", "ancestral", "estimates", "aims", "GWAS"], "article_id"=>340536, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Bland_Altman_plots_showing_error_in_individual_ancestral_estimates_using_AIMs_to_ancestral_estimates_using_GWAS_data_/340536", "title"=>"Bland-Altman plots showing error in individual ancestral estimates using AIMs to ancestral estimates using GWAS data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:08:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/670301"], "description"=>"<p>Performance of nested subsets of AIMs.</p>", "links"=>[], "tags"=>["nested", "subsets"], "article_id"=>340725, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Performance_of_nested_subsets_of_AIMs_/340725", "title"=>"Performance of nested subsets of AIMs.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:12:05"}
  • {"files"=>["https://ndownloader.figshare.com/files/670494"], "description"=>"<p>Ancestry estimates of Latin American populations.</p>", "links"=>[], "tags"=>["estimates", "latin", "american"], "article_id"=>340919, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g003"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Ancestry_estimates_of_Latin_American_populations_/340919", "title"=>"Ancestry estimates of Latin American populations.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:15:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/670656"], "description"=>"<p>Time since admixture for Mestizo and African descendent populations.</p>", "links"=>[], "tags"=>["admixture", "mestizo", "african", "descendent"], "article_id"=>341084, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_since_admixture_for_Mestizo_and_African_descendent_populations_/341084", "title"=>"Time since admixture for Mestizo and African descendent populations.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:18:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/670805"], "description"=>"<p>Algorithm for selecting AIMs.</p>", "links"=>[], "tags"=>["selecting"], "article_id"=>341226, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g005"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Algorithm_for_selecting_AIMs_/341226", "title"=>"Algorithm for selecting AIMs.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:20:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/670962"], "description"=>"<p>Labels in purple correspond to the Native American ancestral populations, labels in red to the validation samples, and labels in black to the 18 populations from throughout the Americas. MGDP-INMEGEN samples were collected throughout Mexico (see <a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.1002554#pgen.1002554.s001\" target=\"_blank\">Figure S1</a>). GALA Mexico samples were also collected in the San Francisco Bay Area, CA. GALA Puerto Rico samples were also collected in New York, NY.</p>", "links"=>[], "tags"=>["samples"], "article_id"=>341397, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.g006"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Origin_of_samples_used_in_this_study_/341397", "title"=>"Origin of samples used in this study.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-03-08 00:23:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/671123"], "description"=>"<p>Ancestral populations used for this study.</p>", "links"=>[], "tags"=>["populations"], "article_id"=>341544, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.t005"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Ancestral_populations_used_for_this_study_/341544", "title"=>"Ancestral populations used for this study.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-03-08 00:25:44"}
  • {"files"=>["https://ndownloader.figshare.com/files/671224"], "description"=>"<p>Ancestries are given in median and 25<sup>th</sup>:75<sup>th</sup> percentiles.</p>", "links"=>[], "tags"=>["latin", "american"], "article_id"=>341646, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.t004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Ancestry_of_Latin_American_populations_/341646", "title"=>"Ancestry of Latin American populations.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-03-08 00:27:26"}
  • {"files"=>["https://ndownloader.figshare.com/files/671317"], "description"=>"<p>Latin American populations genotyped in stage III of this study.</p>", "links"=>[], "tags"=>["american", "populations", "genotyped", "iii"], "article_id"=>341743, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.t007"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Latin_American_populations_genotyped_in_stage_III_of_this_study_/341743", "title"=>"Latin American populations genotyped in stage III of this study.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-03-08 00:29:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/671408"], "description"=>"<p>Samples used for validation.</p>", "links"=>[], "tags"=>["genetics and genomics"], "article_id"=>341838, "categories"=>["Genetics"], "users"=>["Joshua Mark Galanter", "Juan Carlos Fernandez-Lopez", "Christopher R. Gignoux", "Jill Barnholtz-Sloan", "Ceres Fernandez-Rozadilla", "Marc Via", "Alfredo Hidalgo-Miranda", "Alejandra V. Contreras", "Laura Uribe Figueroa", "Paola Raska", "Gerardo Jimenez-Sanchez", "Irma Silva Zolezzi", "Maria Torres", "Clara Ruiz Ponte", "Yarimar Ruiz", "Antonio Salas", "Elizabeth Nguyen", "Celeste Eng", "Lisbeth Borjas", "William Zabala", "Guillermo Barreto", "Fernando Rondón González", "Adriana Ibarra", "Patricia Taboada", "Liliana Porras", "Fabián Moreno", "Abigail Bigham", "Gerardo Gutierrez", "Tom Brutsaert", "Fabiola León-Velarde", "Lorna G. Moore", "Enrique Vargas", "Miguel Cruz", "Jorge Escobedo", "José Rodriguez-Santana", "William Rodriguez-Cintron", "Rocio Chapela", "Jean G. Ford", "Carlos Bustamante", "Daniela Seminara", "Mark Shriver", "Elad Ziv", "Esteban González Burchard", "Robert Haile", "Esteban Parra", "Ángel Carracedo"], "doi"=>["https://dx.doi.org/10.1371/journal.pgen.1002554.t006"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Samples_used_for_validation_/341838", "title"=>"Samples used for validation.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-03-08 00:30:38"}
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PMC Usage Stats | Further Information

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Relative Metric

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