Published April 27, 2022 | Version v1
Publication

Biogeographic history of a large clade of ectomycorrhizal fungi, the Russulaceae, in the Neotropics and adjacent regions

  • 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.

⚠️ This is an automatic machine translation with an accuracy of 90-95%

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

GreSIS Basics Section

Is Global South Knowledge
Yes
Country
Argentina