Biogeographic history of a large clade of ectomycorrhizal fungi, the Russulaceae, in the Neotropics and adjacent regions
Creators
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Jan Hackel1, 2, 3, 4, 5
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Terry W. Henkel6
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Pierre‐Arthur Moreau7, 8
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Eske De Crop9
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Annemieke Verbeken9
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Mariana Sà10
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Bart Buyck11
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Maria Alice Neves12
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Aída M. Vasco‐Palacios13
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Felipe Wartchow14
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Heidy Schimann15, 1, 16
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Fabian Carriconde17
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Sigisfredo Garnica18
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Régis Courtecuisse8, 7
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Monique Gardes2, 3, 4, 1
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Sophie Manzi2, 4, 1, 3
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Eliane Louisanna15, 1, 16
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Mélanie Roy19, 20, 1, 21, 2, 3, 4
- 1. Centre National de la Recherche Scientifique
- 2. Laboratoire Evolution et Diversite Biologique
- 3. Université Toulouse III - Paul Sabatier
- 4. Institut de Recherche pour le Développement
- 5. Royal Botanic Gardens, Kew
- 6. Humboldt State University
- 7. Laboratoire Paul Painlevé
- 8. Université de Lille
- 9. Ghent University
- 10. Centro Universitário de João Pessoa
- 11. Institut de Systématique, Évolution, Biodiversité
- 12. Universidade Federal de Santa Catarina
- 13. Universidad de Antioquia
- 14. Universidade Federal da Paraíba
- 15. University of French Guiana
- 16. Centre de Coopération Internationale en Recherche Agronomique pour le Développement
- 17. University of New Caledonia
- 18. Austral University of Chile
- 19. Instituto Franco-Argentino sobre Estudios de Clima y sus Impactos
- 20. Institute of Astronomy and Space Physics
- 21. University of Buenos Aires
Description
## Metadata backbone_accessions.tsv - GenBank/INSDC accession numbers for LSU, rpb1 and rpb2 accessions used for the Russulaceae backbone tree including 472 taxa. ITS_sequences_OTUs.tsv - Metadata for all 34,624 ITS sequences used in the study. Columns: "accession": GenBank/INSDC or UNITE accession number; "specimen": specimen number, for newly generate sequences; "taxon": specimen identification; "New": whether ITS sequences was generated in the study (*); "OTU": name of cluster/OTU, if not the sequence accession itself (*); "In_tree": whether sequence is represented in the Russulaceae supertree after filtering steps; "area": biogeographic area assigned. ## Sequences and alignments backbone_concat.fasta - Concatenated LSU-rpb1-rpb2 alignment for 372 backbone taxa. backbone_concat_part.txt - Gene partitions and substitution models applied to the backbone alignment. einsi_clade1_Russula_trimmed.fasta - Alignment of 2,279 representative ITS sequences in the Russula clade; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade2_LactariusMultifurca_trimmed.fasta - Alignment of 621 representative ITS sequences in the Lactarius-Multifurca clade; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade3_Lactifluus_trimmed.fasta - Alignment of 482 representative ITS sequences in the Lactifluus clade; alignment end columns with >90% missing data/gaps were trimmed. ## Phylogenetic trees 12_make_supertree.R - R script for grafting clade trees onto the backbone tree to produce a supertree. backbone_calibrated.nwk - Time-calibrated Russulaceae backbone phylogeny. backbone_TBE.raxml.support - Russulaceae backbone phylogeny annotated with transfer bootstrap expectation support values. clade1_Russula_TBE.raxml.support - Russula subclade ITS phylogeny (2,279 tips), annotated with transfer bootstrap expectation support values. clade2_LactariusMultifurca_TBE.raxml.support - Lactarius-Multifurca subclade ITS phylogeny (621 tips), annotated with transfer bootstrap expectation support values. clade3_Lactifluus_TBE.raxml.support - Lactifluus subclade ITS phylogeny (482 tips), annotated with transfer bootstrap expectation support values. supertree_calibrated.nwk - Combined Russulaceae supertree, time-calibrated (root age = 1). tree_calibrated_clade1_Russula.nwk - Russula subclade ITS backbone phylogeny, time-calibrated (root age = 1). tree_calibrated_clade2_LactariusMultifurca.nwk - Lactarius-Multifurca subclade ITS backbone phylogeny, time-calibrated (root age = 1). tree_calibrated_clade3_Lactifluus.nwk - Lactifluus subclade ITS backbone phylogeny, time-calibrated (root age = 1). ## Biogeographic analysis 3_disp_counts.R - R script to count dispersal events between biogeographic areas, based on stochastic mapping output. 9_disp_count_time.R - R script to count dispersal events to and from each area through time, based on stochastic mapping output. area_codes.tab - Area letter coding and colours used for biogeographic analysis and plotting. area_shapes.zip - Shapefiles for the nine biogeographic areas defined, based on merged areas from Dinerstein et al. 2017 (https://doi.org/10.1093/biosci/bix014) and Löwenberg-Neto (2014: https://doi.org/10.11646/zootaxa.3802.2.12; 2015: https://doi.org/10.11646/10.11646/zootaxa.3985.4.9). areas_manually_zenodo.csv - Manual assignment of 800 ITS sequences to biogeographic areas based on associated literature records or metadata. corHMM_ER.Rdata - R data archive with input data and results for the corHMM/Mv biogeographic area reconstruction.
corHMM_ER_stoch_maps.Rdata - R data archive with results from the corHMM/Mv biogeographic stochastic mapping. disp_counts_focal.tab - Dispersal counts to and from each focal area through time, based on BioGeoBEARS stochastic mapping output. disp_counts_sam_afr.tab - Dispersal counts between Afrotopics and lowland tropical S. America through time, based on BioGeoBEARS stochastic mapping output. disp_matrix_025.txt - Dispersal rates between biogeographic areas (2.5% quantiles), based on stochastic mapping output. disp_matrix_975.txt - Dispersal rates between biogeographic areas (97.5% quantiles), based on stochastic mapping output. disp_matrix_median.txt - Dispersal rates between biogeographic areas (median values), based on stochastic mapping output. ## Diversification analysis 5_rates_per_area.R - R script to partition diversification rates by biogeographic area, both overall and through time, based on BAMM diversification rates and area stochastic mapping. event_data.txt - Posterior samples of diversification rate regimes estimated with BAMM. div_rates_area_overall.txt - Overall diversification rates per biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_025.tsv - Diversification rates through time (2.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_975.tsv - Diversification rates through time (97.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_median.tsv - Diversification rates through time (means) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. mcmc_out.txt - BAMM posterior sample characteristics.
Translated Descriptions
Translated Description (Arabic)
## البيانات الوصفية backbone_accessions.tsv - أرقام انضمام GenBank/INSDC إلى ملحقات LSU و rpb 1 و rpb 2 المستخدمة لشجرة العمود الفقري للروسولاسيات بما في ذلك 472 صنفًا. ITS_sequences_OTUs.tsv - البيانات الوصفية لجميع تسلسلاتها البالغ عددها 34,624 المستخدمة في الدراسة. الأعمدة: "الانضمام ": GenBank/INSDC أو رقم الانضمام الموحد ؛" العينة ": رقم العينة، للتسلسلات التي تم إنشاؤها حديثًا ؛ "التصنيف ": تحديد العينة ؛" جديد ": ما إذا كان قد تم إنشاء تسلسلاته في الدراسة (*)؛ "OTU ": اسم المجموعة/OTU، إن لم يكن انضمام التسلسل نفسه (*)؛" In_tree ": ما إذا كان التسلسل ممثلاً في الشجرة الفائقة Russulaceae بعد خطوات التصفية ؛ "المنطقة ": المنطقة الجغرافية الحيوية المخصصة. ## التسلسلات والمحاذاة backbone_concat.fasta - محاذاة متسلسلة LSU - rpb1 - rpb2 لمحاذاة 372 صنفًا أساسيًا. backbone_concat_part.txt - أقسام الجينات ونماذج الاستبدال المطبقة على محاذاة العمود الفقري. einsi_clade1_Russula_trimmed.fasta - محاذاة 2,279 تمثل تسلسلاتها في الصنف الروسي ؛ تم تقليم أعمدة نهاية المحاذاة التي تحتوي على >90% من البيانات/الفجوات المفقودة. einsi_clade2_LactariusMultifurca_trimmed.fasta - محاذاة 621 تمثل تسلسلاتها في الصنف اللاكتاري - Multifurca ؛ تم تقليم أعمدة نهاية المحاذاة التي تحتوي على >90% من البيانات/الفجوات المفقودة. einsi_clade3_Lactifluus_trimmed.fasta - محاذاة 482 تمثل تسلسلاتها في الصنف اللاكتوري ؛ محاذاة الصنف النهائي مع >90% من البيانات/الفجوات المفقودة. ## Phylogenetic trees 12_make_supertree.R - R script for grafting clade trees on the backbone tree. backbone_calibrated.nwk - time - calibrated Russulaceae backbone phylogeny. backbone_TBE.raxml.support - Russulaceae backbone phylogeny annotated with transfer bootstrap expectation values. clade1_Russula_TBE.raxml.support - Russula subclade ITS phylogeny (2,279 tips), annotated with transfer bootstrap expectation support values. clade2_LactariusMultifurca_TBE.raxml.support - LactariusMultifurca subclade ITS phylogeny (621 tips), annotated with transfer bootstrapation expectation support. clade3_Lactluus_Braxml.support.phylogeny (482 tips). annotated with transfer. superstrapation. ## Biogeographic analysis 3_disp_counts.R - R script to count dispersal events between biogeographic areas, based on stochastic mapping output. 9_disp_count_time.R - R script to count dispersal events from and from each area through time, based on stochastic mapping output. area_codes.tab - Area letter coding and colors used for biogeographic analysis and plotting. area_shapes.zip - Shapefiles for the nine biogeographic areas defined, based on integrated areas from Dinerstein et al. 2017 (https://doi.org/10.1093/biosci/bix014) and Löwenberg - Neto (2014: https://doi.org/10.11646/zootaxa.3802.2.12; 2015: https://doi.org/10.11646/10.11646/zootaxa.3985.4.9). areas_manually_zenodo.csvv - Manual assignment of 800 sequences to bioge areas based on associated literature records or metadata.HMMER.Rdata - archive input data and corvographic area.corHMM_ER_stoch_maps.Rdata - أرشيف بيانات R مع نتائج من رسم الخرائط العشوائية البيولوجية الجغرافية corHMM/Mv. disp_counts_focal.tab - تعداد التشتت من وإلى كل منطقة محورية عبر الزمن، بناءً على مخرجات رسم الخرائط العشوائية BioGeoBEARS. disp_counts_sam_afr.tab - تعداد التشتت بين المناطق الأفروتوبية والمناطق الاستوائية المنخفضة S. أمريكا عبر الزمن، بناءً على مخرجات رسم الخرائط العشوائية BioGeoBEARS. disp_matrix_025.txt - معدلات التشتت بين المناطق الجغرافية الحيوية (2.5 ٪ كميات)، بناءً على مخرجات رسم الخرائط العشوائية. disp_matrix_975.txt - معدلات التشتتت بين المناطق الجغرافية الحيوية (97.5 ٪ كميات)، بناءً على مخرجات رسم الخرائط العشوائية. disp_matrix_median.txt - معدلات التشتتتتت بين المناطق الجغرافية الحيوية (القيم الوسيطة)، بناءً على مخرجات رسم الخرائط العشوائية. ## تحليل التنويع 5_rates_per_area.R - نص R لتقسيم معدلات التنويع حسب المنطقة الجغرافية الحيوية، بشكل عام وعبر الزمن، استنادًا إلى معدلات تنويع BAMM ورسم الخرائط العشوائية للمنطقة. event_data.txt - عينات لاحقة من أنظمة معدلات التنويع المقدرة باستخدام BAMM. div_rates_area_overall.txt - معدلات التنويع الإجمالية لكل منطقة جغرافية حيوية، استنادًا إلى معدلات تنويع BAMM ورسم الخرائط العشوائية للمنطقة. div_rates_per_area_025.tsv - معدلات التنويع عبر الزمن (2.5 ٪ كميّات) مقسمة حسب المنطقة الجغرافية الحيوية، استنادًا إلى معدلات تنويع BAMM ورسم الخرائط العشوائية للمنطقة. div_rate_per_area_975.tsv - معدلات التنويع عبر الزمن (97.5 ٪ كميّات) مقسمة حسب المنطقة الجغرافية الحيوية، استنادًا إلى معدلات تنويع BAMM ورسم الخرائط العشوائية للمنطقة. div_per_area_median.ts - معدلات التنويع عبر الوسائل الزمنية (التقسيم) حسب المنطقة الجغرافية الحيوية، استنادًا إلى معدلات التنويع ورسم المناطق العشوائية.
Translated Description (French)
## Metadata backbone_accessions.tsv - GenBank/INSDC accession numbers for LSU, rpb1 and rpb2 accessions used for the Russulaceae backbone tree including 472 taxa. ITS_sequences_OTUs.tsv - Métadonnées pour l'ensemble des 34 624 séquences ITS utilisées dans l'étude. Colonnes : « accession » : numéro d'accession GenBank/INSDC ou UNITE ; « specimen » : numéro d'échantillon, pour les séquences nouvellement générées ; « taxon » : identification de l'échantillon ; « New » : si SES séquences ont été générées dans l'étude (*) ; « OTU » : nom du cluster/OTU, sinon l'accession à la séquence elle-même (*) ; « In_tree » : si la séquence est représentée dans le superarbre Russulaceae après les étapes de filtrage ; « area » : zone biogéographique attribuée. ## Sequences and alignments backbone_concat.fasta - Concatenated LSU-rpb1-rpb2 alignment for 372 backbone taxa. backbone_concat_part.txt - Gene partitions and substitution models applied to the backbone alignment. einsi_clade1_Russula_trimmed.fasta - Alignment of 2,279 representative ITS sequences in the Russula clade ; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade2_LactariusMultifurca_trimmed.fasta - Alignment of 621 representative ITS sequences in the Lactarius-Multifurca clade ; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade3_Lactifluus_trimmed.fasta - Alignment of 482 representative ITS sequences in the Lactifluus clade ; alignment end columns with >90% missing data/gaps were trimmed. ## Phylogenetic trees 12_make_supertree.R - R script for greffing clade trees on the backbone tree to produce a supertree. backbone_calibrated.nwk - Time-calibrated Russulaceae backbone phylogeny. backbone_TBE.raxml.support - Russulaceae backbone phylogeny annotated with transfer bootstrap expectation support values. clade1_Russula_TBE.raxml.support - Russula subclade ITS phylogeny (2,279 tips), annotated with transfer bootstrap expectation support values. clade2_LactariusMultifurca_TBE.raxml.support - Lactarius-Multifurca subclade ITS phylogeny (621 tips), annotated with transfer bootstrap expectation support values. clade3_Lactifluus_TBE.raxml.support - Lactifus subclade ITS phylogeny (482 tips), annotated transfer bootstrap expectation values. supertree_calibrated.nk - Combined Russulacee, time-calrated root (1 age). ## Biogeographic analysis 3_disp_counts.R - R script to count dispersal events between biogeographic areas, based on stochastic mapping output. 9_disp_count_time.R - R script to count dispersal events to and from each area through time, based on stochastic mapping output. area_codes.tab - Area letter coding and colors used for biogeographic analysis and plotting. area_shapes.zip - Shapefiles for the nine biogeographic areas defined, based on merged areas from Dinerstein et al. 2017 (https://doi.org/10.1093/biosci/bix014) and Löwenberg-Neto (2014 : https://doi.org/10.11646/zootaxa.3802.2.12 ; 2015 : https://doi.org/10.11646/10.11646/zootaxa.3985.4.9). areas_manually_zenodo.csv - Manual assignment 800 ITS sequences to biogeographic areas based on associated literature records or metadata. corHMM_ER.Rdata - R data archive with input data and results for the corHMM/Mogeographic bi reconstruction.corHMM_ER_stoch_maps.Rdata - R data archive with results from the corHMM/Mv biogeographic stochastic mapping. disp_counts_focal.tab - Dispersal counts to and from each focal area through time, based on BioGeoBEARS stochastic mapping output. disp_counts_sam_afr.tab - Dispersal counts between Afrotopics and lowland tropical S. America through time, based on BioGeoBEARS stochastic mapping output. disp_matrix_025.txt - Dispersal rates between biogeographic areas (2.5% quantiles), based on stochastic mapping output. disp_matrix_975.txt - Dispersal rates between biogeographic areas (97.5% quantiles), based on stochastic mapping output. disp_matrix_median.txt - Dispersal rates between biogeographic areas (median values), based on stochastic mapping output. ## Diversification analysis 5_rates_per_area.R - R script to partition diversification rates by biogeographic area, both overall and through time, based on BAMM diversification rates and area stochastic mapping. event_data.txt - Posterior samples of diversification rate regimes estimated with BAMM. div_rates_area_overall.txt - Overall diversification rates per biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_025.tsv - Diversification rates through time (2.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_975.tsv - Diversification rates through time (97.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_median.tsv - Diversification rates through time (means) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. mcmc_out.txt - BAMior sample characteristics.
Translated Description (Spanish)
## Metadata backbone_accessions.tsv - Números de acceso GenBank/INSDC para accesiones LSU, rpb1 y rpb2 utilizadas para el árbol troncal de Russulaceae, incluidos 472 taxones. ITS_sequences_OTUs.tsv - Metadatos para las 34.624 secuencias ITS utilizadas en el estudio. Columnas: "acceso": GenBank/INSDC o número de acceso UNITE; "espécimen": número de espécimen, para secuencias de nueva generación; "taxón": identificación de espécimen; "Nuevo": si SUS secuencias se generaron en el estudio (*); "OTU": nombre del clúster/OTU, si no es el propio acceso de secuencia (*); "In_tree": si la secuencia está representada en el superárbol Russulaceae después de las etapas de filtrado; "área": área biogeográfica asignada. ## Sequences and alignments backbone_concat.fasta - Concatenated LSU-rpb1-rpb2 alignment for 372 backbone taxa. backbone_concat_part.txt - Gene partitions and substitution models applied to the backbone alignment. einsi_clade1_Russula_trimmed.fasta - Alignment of 2,279 representative ITS sequences in the Russula clade; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade2_LactariusMultifurca_trimmed.fasta - Alignment of 621 representative ITS sequences in the Lactarius-Multifurca clade; alignment end columns with >90% missing data/gaps were trimmed. einsi_clade3_Lactifluus_trimmed.fasta - Alignment of 482 representative ITS sequences in the Lactifluus clade; alignment end columns with >90% missing data/gaps were trimmed. ## Árboles filogenéticos 12_make_supertree.R - Script R para injertar árboles de clado en el árbol troncal para producir un supertree. backbone_calibrated.nwk - Filogenia de la columna vertebral de Russulaceae calibrada en el tiempo. backbone_TBE.raxml.support - Filogenia de la columna vertebral de Russulaceae anotada con valores de soporte de expectativas de transferencia de bootstrap. clade1_Russula_TBE.raxml.support - Subclade de Russula SU filogenia (2,279 puntas), anotada con valores de soporte de expectativas de transferencia de bootstrap. clade2_LactariusMultifurca_TBE.raxml.support - Subclade de Lactarius-Multifurca SU filogenia (621 puntas), anotada con valores de soporte de expectativas de transferencia de bootstrap. clade3_Lactifluus_TBE.raxml.support - Subclade Lactifluus SU filogenia (482 puntas), anotada con valores de soporte de expectativas de transferencia de transferencia de bootstrap. supertree_calated.nwk - Combined Russulacetreexae time, supercalibrated ageal = 1 árbol_calibrated.clade1_Russula_support - Subclade SU árbol de Russulacea (1), subclave de Russulacea de Lacrogenia (1). ## Análisis biogeográfico 3_disp_counts.R - Script R para contar eventos de dispersión entre áreas biogeográficas, basado en la salida del mapeo estocástico. 9_disp_count_time.R - Script R para contar eventos de dispersión hacia y desde cada área a través del tiempo, basado en la salida del mapeo estocástico. area_codes.tab - Codificación de letras de área y colores utilizados para el análisis y trazado biogeográfico. area_shapes.zip - Shapefiles para las nueve áreas biogeográficas definidas, basado en áreas fusionadas de Dinerstein et al. 2017 (https://doi.org/10.1093/biosci/bix014) y Löwenberg-Neto (2014: https://doi.org/10.11646/zootaxa.3802.2.12; 2015: https://doi.org/10.11646/10.11646/otaxa.3985.4.9). areas_manually_zenodo.csv - Asignación manual de 800 SUS secuencias a áreas biogeográficas basadas en registros o metadatos asociados. corHM_ER.Rata - Archivo de datos de Rive con datos de entrada y resultados para la reconstrucción del área biogeográfica corHM/Mv.corHMM_ER_stoch_maps.Rdata - Archivo de datos R con resultados del mapeo estocástico biogeográfico corHMM/Mv. disp_counts_focal.tab - Recuentos de dispersión hacia y desde cada área focal a través del tiempo, basados en la salida del mapeo estocástico BioGeoBEARS. disp_counts_sam_afr.tab - Recuentos de dispersión entre afrotópicos y tierras bajas tropicales de América del Sur a través del tiempo, basados en la salida del mapeo estocástico BioGeoBEARS. disp_matrix_025.txt - Tasas de dispersión entre áreas biogeográficas (2.5% cuantiles), basadas en la salida del mapeo estocástico. disp_matrix_975.txt - Tasas de dispersión entre áreas biogeográficas (97.5% cuantiles), basadas en la salida del mapeo estocástico. disp_matrix_median.txt - Tasas de dispersión entre áreas biogeográficas (valores medianos), basadas en la salida del mapeo estocástico. ## Análisis de diversificación 5_rates_per_area.R - R script to partition diversification rates by biogeographic area, both overall and through time, based on BAMM diversification rates and area stochastic mapping. event_data.txt - Posterior samples of diversification rate regimes estimated with BAMM. div_rates_area_overall.txt - Overall diversification rates per biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_975.tsv - Diversification rates through time (97.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. div_rates_per_area_975.tsv - Diversification rates through time (97.5% quantiles) partitioned by biogeographic area, based on BAMM diversification rates and area stochastic mapping. mc_outtxt - BAM posterior sample characteristics.
Additional details
Additional titles
- Translated title (Arabic)
- التاريخ الجغرافي الحيوي لفصيلة كبيرة من الفطريات الظاهرية الجذور، والروسولاسي، في المناطق المدارية الحديثة والمناطق المجاورة
- Translated title (French)
- Histoire biogéographique d'un grand clade de champignons ectomycorhiziens, les Russulaceae, dans les Néotropiques et les régions adjacentes
- Translated title (Spanish)
- Historia biogeográfica de un gran clado de hongos ectomicorrícicos, las Russulaceae, en el Neotrópico y regiones adyacentes
Identifiers
- Other
- https://openalex.org/W4393607399
- DOI
- 10.5281/zenodo.6497565