17 research outputs found
E-cadherin and CD44v6 in Gastric Cancer: Role, crosstalk and clinical implications
- Publication venue
- Publication date
- 12/11/2020
- Field of study
Development and characterization of a tridimensional intestinal model to study protein drugs absorption
- Publication venue
- Publication date
- 15/10/2014
- Field of study
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T.
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado LĂlian Lund
- Amaral DĂĄrio Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V.
- AragĂŁo Luiz
- AragĂŁo Luiz
- Arantes Caroline C.
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- AzevĂȘdo Carlos Augusto Silva de
- Baccaro Fabricio B.
- Baccaro Fabricio B.
- Baider ClĂĄudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G.
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar JoĂŁo
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo PitĂĄgoras C.
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges SĂ©rgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara TĂĄbatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S.
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- CalvĂŁo Lenize Batista
- Camargo JosĂ© LuĂs
- Camargo PlĂnio Barbosa de
- Campana DĂ©bora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de SĂĄ
- Carreiras JoĂŁo
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L.
- Carvalho Raquel L.
- Casadei-Ferreira Alexandre
- Casatti LĂlian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro FlĂĄvio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva JĂșlius CĂ©sar
- Cerqueira Pablo Vieira
- Cintra Bruno B.L.
- Cochrane Mark A.
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti FabrĂcio
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane A.S.
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia R.C.
- Costa Flavia R.C.
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa MarĂlia Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha MaĂra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R.
- da Silva Gustavo Cardoso
- da Silva JĂșlia Santana
- da Silva Karina Dias
- da Silva LetĂcia Fernandes
- da Silva MĂĄrcio Joaquim
- da Silva Pedro GiovĂąni
- da Silva Rogério Rosa
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque EmĂlia Zoppas
- de Brito Janaina Gomes
- de Faria FalcĂŁo JĂ©ssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende BethĂąnia Oliveira
- de Sousa Gorayeb InocĂȘncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S.
- do Vale Julio Daniel
- Domingues Tomas F.
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra DhĂąmyla Bruna de Souza
- Dutra Silvia LeitĂŁo
- DĂĄttilo Wesley
- dâHorta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e PĂ©rez RaĂșl Enriqu Pirela
- Edwards David P.
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- EspĂrito Santo NĂĄdia Barbosa
- EspĂrito-Santo Helder M.V.
- Fadini Rodrigo Ferreira
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Rodrigo Machado
- Feitosa Yuri
- Feldpausch Ted R.
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M.
- FlorĂȘncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M.
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina GuimarĂŁes
- FĂ©lix Nathalia Silva
- Galuch André V.
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves InĂȘs Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto ClĂĄudia G.
- Guedes Marcelino Carneiro
- Guedes Matheus L.
- Guedes Matheus L.
- Guerrero JesĂșs Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- GuimarĂŁes David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen TorbjĂžrn
- Hawes Joseph E.
- Hercos Alexandre
- HilĂĄrio Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- Irume Mariana VictĂłria
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Koroiva Ricardo
- Krolow Tiago KĂŒtter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna JoĂŁo
- Laranjeiras Thiago Orsi
- Lasky Jesse R.
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G.
- Leal Cecilia G.
- Lees Alexander C.
- Lees Alexander C.
- LeitĂŁo Rafael Pereira
- Levis Carolina
- LeĂŁo HĂngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima JĂŽnatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E.
- Mahood Simon
- Maia LaĂs Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Mariano Rodolfo
- Marimon Beatriz S.
- Marimon-Junior Ben Hur
- Marques Elineide E.
- Marsh Charles J.
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Martins Renato Tavares
- Massam Mike R.
- Matavelli Rodrigo
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros NatĂĄlia
- Melgaço Karina
- Melinski Ramiro DĂĄrio
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila RĂȘgo
- Mendes Raimundo N.G.
- Mendes Thiago Pereira
- Mendonça Fernando P.
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz A.M.
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras SĂ©rgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda PatrĂcia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. ClĂĄudio da Silva
- Monteiro MarcĂlia Gabriella Tavares
- Morandi Paulo S.
- Morato Elder Ferreira
- Moreira Felipe F.F.
- Mormul Roger Paulo
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R.
- Moura Mario R.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O.
- Nascimento Rodrigo O.
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato FlĂĄvia Alessandra da Silva
- Noriega Jorge Ari
- Noronha JanaĂna Costa
- Novo Evlyn MĂĄrcia Moraes de LeĂŁo
- Nunes Cassio A.
- Nunes Cassio A.
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos PĂ©rsi Dantas
- Obermuller FlĂĄvio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B.
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D.
- Oliveira Rodrigo Leonardo Costa de
- Oliveira SĂ©rgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira VĂvian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria InĂȘs S.
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Perdiz Ricardo de Oliveira
- Pereira Jorge Luiz da Silva
- Peres Carlos A.
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L.
- Phillips Oliver L.
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T.
- Pringle Elizabeth G.
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- PĂ©rez-Mayorga MarĂa AngĂ©lica
- Quaresma Adriano
- Queiroz Antonio C.M.
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F.
- Resende Angelica F.
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Rodrigo Arison Barbosa
- Ribeiro Sabina Cerruto
- Ribeiro SĂ©rvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues TaĂs Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino L. M.
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L.
- s de Lima Robson Borge
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico FalcĂŁo
- SalomĂŁo Rafael P.
- SalomĂŁo Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana FlĂĄvia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto ClĂĄudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos CĂĄssia AnicĂĄ dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S. de M.
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito JoĂĄs
- Silva Camila V.J.
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva OtĂĄvio Guilherme Morais da
- Silva Ricardo José da
- Silva Richarlly da Costa
- Silva Robson dos Santos Alves da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M.
- Silveira Juliana M.
- Silveira Luis FĂĄbio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V.
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Solar Ricardo
- Sousa Sidney AraĂșjo de
- Sousa Thaiane
- Souto Paula
- Souza FlĂĄvia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza MĂĄrcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania PinzĂłn
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Cell Press
- Publication date
- 01/08/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear un derstanding of how ecological communities respond to environmental change across time and space.3,4
While the increasing availability of global databases on ecological communities has advanced our knowledge
of biodiversity sensitivity to environmental changes,5â7 vast areas of the tropics remain understudied.8â11 In
the American tropics, Amazonia stands out as the worldâs most diverse rainforest and the primary source of
Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepre sented in biodiversity databases.13â15 To worsen this situation, human-induced modifications16,17 may elim inate pieces of the Amazonâs biodiversity puzzle before we can use them to understand how ecological com munities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus
crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced
environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple or ganism groups in a machine learning model framework to map the research probability across the Brazilian
Amazonia, while identifying the regionâs vulnerability to environmental change. 15%â18% of the most ne glected areas in ecological research are expected to experience severe climate or land use changes by
2050. This means that unless we take immediate action, we will not be able to establish their current status,
much less monitor how it is changing and what is being lostinfo:eu-repo/semantics/publishedVersio
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T.
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado LĂlian Lund
- Amaral DĂĄrio Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V.
- AragĂŁo Luiz
- AragĂŁo Luiz
- Arantes Caroline C.
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- AzevĂȘdo Carlos Augusto Silva de
- Baccaro Fabricio B.
- Baccaro Fabricio B.
- Baider ClĂĄudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G.
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar JoĂŁo
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo PitĂĄgoras C.
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges SĂ©rgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara TĂĄbatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S.
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- CalvĂŁo Lenize Batista
- Camargo JosĂ© LuĂs
- Camargo PlĂnio Barbosa de
- Campana DĂ©bora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de SĂĄ
- Carreiras JoĂŁo
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L.
- Carvalho Raquel L.
- Casadei-Ferreira Alexandre
- Casatti LĂlian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro FlĂĄvio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva JĂșlius CĂ©sar
- Cerqueira Pablo Vieira
- Cintra Bruno B. L.
- Cochrane Mark A.
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti FabrĂcio
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane A. S.
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia R. C.
- Costa Flavia R. C.
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa MarĂlia Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha MaĂra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R.
- da Silva Gustavo Cardoso
- da Silva JĂșlia Santana
- da Silva Karina Dias
- da Silva LetĂcia Fernandes
- da Silva MĂĄrcio Joaquim
- da Silva Pedro GiovĂąni
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque EmĂlia Zoppas
- de Brito Janaina Gomes
- de Faria FalcĂŁo JĂ©ssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende BethĂąnia Oliveira
- de Sousa Gorayeb InocĂȘncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S.
- do Vale Julio Daniel
- Domingues Tomas F.
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra DhĂąmyla Bruna de Souza
- Dutra Silvia LeitĂŁo
- DĂĄttilo Wesley
- dâHorta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e PĂ©rez RaĂșl Enriqu Pirela
- Edwards David P.
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- EspĂrito Santo NĂĄdia Barbosa
- EspĂrito-Santo Helder M. V.
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Yuri
- Feldpausch Ted R.
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson, Jr.
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M.
- FlorĂȘncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M.
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina GuimarĂŁes
- FĂ©lix Nathalia Silva
- Galuch André V.
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves InĂȘs Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto ClĂĄudia G.
- Guedes Marcelino Carneiro
- Guedes Matheus L.
- Guedes Matheus L.
- Guerrero JesĂșs Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- GuimarĂŁes David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen TorbjĂžrn
- Hawes Joseph E.
- Hercos Alexandre
- HilĂĄrio Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- Irume Mariana VictĂłria
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Krolow Tiago KĂŒtter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna JoĂŁo
- Laranjeiras Thiago Orsi
- Lasky Jesse R.
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G.
- Leal Cecilia G.
- Lees Alexander C.
- Lees Alexander C.
- LeitĂŁo Rafael Pereira
- Levis Carolina
- LeĂŁo HĂngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima JĂŽnatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E.
- Mahood Simon
- Maia LaĂs Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Marimon Beatriz S.
- Marimon-Junior Ben Hur
- Marques Elineide E.
- Marsh Charles J.
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Massam Mike R.
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros NatĂĄlia
- Melgaço Karina
- Melinski Ramiro DĂĄrio
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila RĂȘgo
- Mendes Raimundo N. G., Jr.
- Mendes Thiago Pereira
- Mendonça Fernando P.
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz A. M.
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras SĂ©rgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda PatrĂcia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. ClĂĄudio da Silva
- Monteiro MarcĂlia Gabriella Tavares
- Morandi Paulo S.
- Morato Elder Ferreira
- Moreira Felipe F. F.
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R.
- Moura Mario R.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O.
- Nascimento Rodrigo O.
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato FlĂĄvia Alessandra da Silva
- Noriega Jorge Ari
- Noronha JanaĂna Costa
- Novo Evlyn MĂĄrcia Moraes de LeĂŁo
- Nunes Cassio A.
- Nunes Cassio A.
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos PĂ©rsi Dantas
- Obermuller FlĂĄvio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B., Jr.
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D.
- Oliveira SĂ©rgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira VĂvian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria InĂȘs S.
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Pereira Jorge Luiz da Silva
- Peres Carlos A.
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L.
- Phillips Oliver L.
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T.
- Pringle Elizabeth G.
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- PĂ©rez-Mayorga MarĂa AngĂ©lica
- Quaresma Adriano
- Queiroz Antonio C. M.
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F.
- Resende Angelica F.
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Sabina Cerruto
- Ribeiro SĂ©rvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues TaĂs Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino LuĂs Miguel do Carmo
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L.
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico FalcĂŁo
- SalomĂŁo Rafael P.
- SalomĂŁo Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana FlĂĄvia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto ClĂĄudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos CĂĄssia AnicĂĄ dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S. de M.
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito JoĂĄs
- Silva Camila V. J.
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva OtĂĄvio Guilherme Morais da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M.
- Silveira Juliana M.
- Silveira Luis FĂĄbio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V.
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Sousa Sidney AraĂșjo de
- Sousa Thaiane
- Souto Paula
- Souza FlĂĄvia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza MĂĄrcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania PinzĂłn
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Elsevier
- Publication date
- 08/11/2023
- Field of study
Cabbage and fermented vegetables : From death rate heterogeneity in countries to candidates for mitigation strategies of severe COVID-19
- Author
- Abdul Latiff Amir Hamzah
- Abdullah Baharudin
- Aberer Werner
- Abusada Nancy
- Adcock Ian
- Afani Alejandro
- Agache Ioana
- Aggelidis Xenofon
- Agustin Jenifer
- Akdis Cezmi A.
- Akdis Cezmi A.
- Akdis Mubeccel
- Al-Ahmad Mona
- Al-Zahab Bassam Abou
- Alburdan Hussam
- Aldrey-Palacios Oscar
- Alvarez Cuesta Emilio
- Alwan Salman Hiba
- Alzaabi Ashraf
- Amade Salma
- Ambrocio Gene
- Angles Rosana
- Annesi-Maesano Isabella
- Ansotegui Ignacio J.
- Anto Josep M.
- Anto Josep M.
- Ara Bardajo Paula
- Arasi Stefania
- Arrais Margarete
- Arshad Hasan
- Artesani Maria-Cristina
- Asayag Estrella
- Avolio Francesca
- Azhari Khuzama
- Bachert Claus
- Bagnasco Diego
- Baiardini Ilaria
- Bajrovic Nissera
- Bakakos Petros
- Bakeyala Mongono Sergio
- Balotro-Torres Christine
- Barba Sergio
- Barbara Cristina
- Barbosa Elsa
- Barreto Bruno
- Bartra Joan
- Basagana Xavier
- Bateman Eric D.
- Battur Lkhagvaa
- Bedbrook Anna
- Bedolla Barajas Martin
- Beghe Bianca
- Bekere Antra
- Bel Elizabeth
- Ben Kheder Ali
- Bennoor Kazi S.
- Benson Mikael
- Berghea Elena-Camelia
- Bergmann Karl-Christian
- Bernardini Roberto
- Bernstein David
- Bewick Mike
- Bialek Slawomir
- Bialoszewski Artur
- Bieber Thomas
- Billo Nils E.
- Bilo Maria-Beatrice
- Bindslev-Jensen Carsten
- Bjermer Leif
- Blain Hubert
- Blain Hubert
- Bobolea Irina
- Bochenska Marciniak Malgorzata
- Bond Christine
- Boner Attilio
- Bonini Matteo
- Bonini Sergio
- Bosnic-Anticevich Sinthia
- Bosse Isabelle
- Botskariova Sofia
- Bouchard Jacques
- Boulet Louis-Philippe
- Bourret Rodolphe
- Bousquet Jean
- Bousquet Philippe
- Braido Fulvio
- Briggs Andrew
- Brightling Christopher E.
- Brozek Jan
- Brussino Luisa
- Buhl Roland
- Bumbacea Roxana
- Buquicchio Rosalva
- Burguete Cabanas Maria-Teresa
- Bush Andrew
- Busse William W.
- Buters Jeroen
- Caballero-Fonseca Fernan
- Calderon Moises A.
- Calvo Mario
- Camargos Paulo
- Camuzat Thierry
- Canevari F. R.
- Cano Antonio
- Canonica G. Walter
- Capriles-Hulett Arnaldo
- Caraballo Luis
- Cardona Vicky
- Carlsen Kai-Hakon
- Carmona Pirez Jonas
- Caro Jorge
- Carr Warner
- Carreiro-Martins Pedro
- Carreon-Asuncion Fredelita
- Carriazo Ana-Maria
- Carrion y Ribas Carme
- Casale Thomas
- Castor Mary-Ann
- Castro Elizabeth
- Caviglia A. G.
- Cecchi Lorenzo
- Cepeda Sarabia Alfonso
- Chalubinski Maciej
- Chandrasekharan Ramanathan
- Chang Yoon-Seok
- Chato-Andeza Victoria
- Chatzi Lida
- Chatzidaki Christina
- Chavannes Niels H.
- Chaves Loureiro Claudia
- Chavez Garcia Aurora-Alejandra
- Chelninska Marta
- Chen Yuzhi
- Cheng Lei
- Chinthrajah Sharon
- Chivato Tomas
- Chkhartishvili Ekaterine
- Christoff George
- Chrystyn Henry
- Chu Derek K.
- Chua Antonio
- Chuchalin Alexander
- Chung Kian Fan
- Ciceran Alberto
- Cingi Cemal
- Ciprandi Giorgio
- Cirule Ieva
- Coelho Ana-Carla
- Compalati Enrico
- Constantinidis Jannis
- Correia de Sousa Jaime
- Costa David
- Costa Elisio Manuel
- Coste Andre
- Cottini M.
- Cox Linda
- Crisci Carlos
- Crivellaro Maria Angiola
- Cruz Alvaro A.
- Cullen John
- Custovic Adnan
- Cvetkovski Biljana
- Czarlewski Wienczyslawa
- Czarlewski Wienczyslawa
- D'Amato Gennaro
- da Silva Jane
- Dahl Ronald
- Dahlen Sven-Erik
- Daniilidis Vasilis
- Darjazini Nahhas Louei
- Darsow Ulf
- Davies Janet
- de Blay Frederic
- De Feo Giulia
- De Guia Eloisa
- de la Luz Hortensia Garcia Cruz Maria
- de la Torre Navarrete Jose-Ricardo
- de los Santos Chato
- De Manuel Keenoy Esteban
- De Vries Govert
- De Wang Yun
- del Carmen Costa Dominguez Maria
- Deleanu Diana
- Demoly Pascal
- Denburg Judah
- Devillier Philippe
- Didier Alain
- Dimic Janjic Sanja
- Dimou Maria
- Dinh-Xuan Anh Tuan
- Djukanovic Ratko
- Do Ceu Texeira Maria
- Dokic Dejan
- Dominguez Silva Margarita Gabriela
- Douagui Habib
- Douladiris Nikolaos
- Doulaptsi Maria
- Dray Gerard
- Dubakiene Ruta
- Dupas Eve
- Durham Stephen
- Duse Marzia
- Dykewicz Mark
- Ebo Didier
- Edelbaher Natalija
- Eiwegger Thomas
- Eklund Patrik
- El-Gamal Yehia
- El-Sayed Shereen S.
- El-Sayed Zeinab A.
- El-Seify Magda
- Emuzyte Regina
- Enecilla Lourdes
- Erhola Marina
- Espinoza Contreras Jesus Guillermo
- Espinoza Heidilita
- Farrell John
- Fernandez Lenora
- Fimbres Jimenez Paola
- Fink Wagner Antje
- Fiocchi Alessandro
- Fokkens Wytske J.
- Folletti Lenia
- Fonseca Joao A.
- Fonseca Susana C.
- Fontaine Jean-Francois
- Forastiere Francesco
- Fuentes Perez Jose Miguel
- Gaerlan-Resureccion Emily
- Gaga Mina
- Galvez Romero Jose Luis
- Gamkrelidze Amiran
- Garcia Cobas Cecilia Yvonne
- Garcia Alexis
- Gayraud Jacques
- Gelardi Matteo
- Gemicioglu Bilun
- Gennimata Dimitra
- Genova Sonya
- Gereda Jose
- Gerth van Wijk Roy
- Giuliano Antonio
- Gomez Rene-Maximiliano
- Gonzalez Ballester Miguel-Ange
- Gonzalez Diaz Sandra
- Gotua Maia
- Grigoreas Christos
- Grisle Ineta
- Guidacci Marta
- Guldemond Nick
- Gutter Zdenek
- Guzman Antonieta
- Haahtela Tari
- Haahtela Tari
- Halloum Ramsa
- Halpin David
- Hamelmann Eckard
- Hammadi Suleiman
- Harvey Richard
- Heffler Enrico
- Heinrich Joachim
- Hejjaoui Adnan
- Hellquist-Dahl Birthe
- Hernandez Velazquez Luiana
- Hew Mark
- Hossny Elham
- Howarth Peter
- Hrubisko Martin
- Huerta Villalobos Yunuen Rocio
- Humbert Marc
- Husain Salina
- Hyland Michael
- Iaccarino Guido
- Iaccarino Guido
- Ibrahim Moustafa
- Ilina Nataliya
- Illario Maddalena
- Incorvaia Cristoforo
- Infantino Antonio
- Irani Carla
- Ispayeva Zhanat
- Ivancevich Juan Carlos
- Jares Edgardo E. J.
- Jarvis Deborah
- Jassem Ewa
- Jenko Klemen
- Jimeneracruz Uscanga Ruben Dario
- Johnston Sebastian L.
- Joos Guy
- Jost Maja
- Julge Kaja
- Jung Ki-Suck
- Just Jocelyne
- Jutel Marek
- Kaidashev Igor
- Kalayci Omer
- Kalyoncu Fuat
- Kapsali Jeni
- Kardas Przemyslaw
- Karjalainen Jussi
- Kasala Carmela A.
- Katotomichelakis Michael
- Kavaliukaite Loreta
- Keil Thomas
- Keith Paul
- Khaitov Musa
- Khaltaev Nikolai
- Kim You-Young
- Kirenga Bruce
- Kleine-Tebbe Jorg
- Klimek Ludger
- Ko Fanny W.
- Koffi N'Goran Bernard
- Kompoti Evangelia
- Kopac Peter
- Koppelman Gerard
- Koren Jeverica Anja
- Koskinen Seppo
- Kosnik Mitja
- Kostka Tomasz
- Kostov Kosta V.
- Kowalski Marek L.
- Kralimarkova Tanya
- Kramer Vrscaj Karmen
- Kraxner Helga
- Kreft Samo
- Kritikos Vicky
- Kudlay Dmitry
- Kuitunen Mikael
- Kull Inger
- Kuna Piotr
- Kupczyk Maciej
- Kvedariene Violeta
- Kyriakakou Marialena
- Lalek Nika
- Landi Massimo
- Lane Stephen
- Larenas-Linnemann Desiree E.
- Lau Susanne
- Laune Daniel
- Lavrut Jorge
- Le Lan
- Lenzenhuber Martina
- Leo Gualtiero
- Lessa Marcus
- Levin Michael
- Li Jing
- Lieberman Philip
- Liotta Giuseppe
- Lipworth Brian
- Liu Xuandao
- Lobo Rommel
- Lodrup Carlsen Karin C.
- Lombardi Carlo
- Louis Renaud
- Loukidis Stelios
- Lourenco Olga
- Luna Pech Jorge A.
- Madjar Bojan
- Maggi Enrico
- Magnan Antoine
- Mahboub Bassam
- Mair Alpana
- Maitland van der Zee Anke-Hilse
- Makela Mika
- Makris Michael
- Malling Hans-Jorgen
- Mandajieva Mariana
- Manning Patrick
- Manousakis Manolis
- Maragoudakis Pavlos
- Marseglia Gianluigi
- Marshall Gailen
- Masjedi Mohammad Reza
- Maspero Jorge F.
- Matta Campos Juan Jose
- Maurer Marcus
- Mavale-Manuel Sandra
- Meco Cem
- Melen Erik
- Melioli Giovanni
- Melo-Gomes Elisabete
- Meltzer Eli O.
- Menditto Enrica
- Menzies-Gow Andrew
- Merk Hans
- Michel Jean-Pierre
- Micheli Yann
- Miculinic Neven
- Midao Luis
- Mihaltan Florin
- Mikos Nikolaos
- Milanese Manlio
- Milenkovic Branislava
- Mitsias Dimitrios
- Moalla Bassem
- Moda Giuliana
- Mogica Martinez Maria Dolores
- Mohammad Yousser
- Moharra Frances-Montserrat
- Moin Mostafa
- Molimard Mathieu
- Momas Isabelle
- Mommers Monique
- Monaco Alessandro
- Montefort Stephen
- Montenegro Lucia-Elvira
- Monti Riccardo
- Mora Dory
- Morais-Almeida Mario
- Mosges Ralph
- Mostafa Badr Eldin
- Mullol Joaquim
- Munter Lars
- Muraro Antonella
- Murray Ruth
- Musarra Antonio
- Mustakov Tihomir
- Naclerio Robert
- Nadeau Kari C.
- Nadif Rachel
- Nakonechna Alla
- Namazova-Baranova Leyla
- Navarro-Locsin Gretchen
- Neffen Hugo
- Nekam Kristof
- Neou Angelos
- Nettis Eustachio
- Neuberger Daniel
- Nicod Laurent
- Nicola Stefania
- Niederberger-Leppin Verena
- Niedoszytko Marek
- Nieto Antonio
- Novellino Ettore
- Nunes Elizabete
- Nyembue Dieudonne
- O'Hehir Robyn E.
- Odjakova Cvetanka
- Ohta Ken
- Okamoto Yoshitaka
- Okubo Kimi
- Oliver Brian
- Onorato Gabrielle L.
- Orru Maria Pia
- Ortiz Valeria Garcia
- Ouedraogo Solange
- Ouoba Kampadilemba
- Padilla Francisco-Javier
- Paggiaro Pier Luigi
- Pagkalos Aris
- Pajno Giovanni
- Pala Gianni
- Palaniappan S. P.
- Pali-Scholl Isabella
- Palkonen Susanna
- Palmer Stephen
- Panaitescu Bunu Carmen
- Panzner Petr
- Papadopoulos Nikos G.
- Papanikolaou Vasilis
- Papi Alberto
- Paralchev Bojidar
- Paraskevopoulos Giannis
- Park Hae-Sim
- Passalacqua Giovanni
- Patella Vincenzo
- Pavord Ian
- Pawankar Ruby
- Pedersen Soren
- Peleve Susete
- Pellegino Simona
- Pereira Ana
- Pereira Mariana
- Perez Tamara
- Perna Andrea
- Peroni Diego
- Pfaar Oliver
- Pham-Thi Nhan
- Pigearias Bernard
- Pin Isabelle
- Pinto Barnaro Sousa
- Piskou Konstantina
- Pitsios Constantinos
- Plavec Davor
- Poethig Dagmar
- Pohl Wolfgang
- Poplas Susic Antonija
- Popov Todor A.
- Portejoie Fabienne
- Potter Paul
- Poulsen Lars
- Prados-Torres Alexandra
- Prarros Fotis
- Price David
- Prokopakis Emmanuel
- Puggioni Francesca
- Puig-Domenech Elisa
- Puy Robert
- Rabe Klaus
- Rabotti Silvia
- Raciborski Filip
- Ramos Josephine
- Recalcati Cristina
- Recto Marysia T.
- Reda Shereen M.
- Regateiro Frederico S.
- Reider Norbert
- Reitsma Sietze
- Repka-Ramirez Susana
- Ridolo Erminia
- Rimmer Janet
- Rivero Yeverino Daniela
- Rizzo Jose Angelo
- Robalo-Cordeiro Carlos
- Roberts Graham
- Robles Karen
- Roche Nicolas
- Rodriguez Gonzalez Monica
- Rodriguez Zagal Erendira
- Rolla Giovanni
- Rolland Christine
- Roller-Wirnsberger Regina
- Roman Rodriguez Miguel
- Romano Antonino
- Romantowski Jan
- Rombaux Philippe
- Romualdez Joel
- Rosado-Pinto Jose
- Rosario Nelson
- Rosenwasser Lanny
- Rossi Oliviero
- Rottem Menachem
- Rouadi Philip W.
- Rovina Nikoleta
- Rozman Sinur Irma
- Ruiz Segura Lucy Tania
- Ruiz Mauricio
- Ryan Dermot
- Sagara Hironori
- Sakai Daiki
- Sakurai Daiju
- Saleh Wafaa
- Salimaki Johanna
- Samitas Konstantinos
- Samolinski Boleslaw
- Sanchez Coronel Maria Guadalupe
- Sanchez-Borges Mario
- Sanchez-Lopez Jaime
- Sansonna Melissa
- Sarafoleanu Codrut
- Sarquis Serpa Faradiba
- Sastre Joaquin
- Savi Eleonora
- Savonyte Agne
- Sawaf Bisher
- Scadding Glenis K.
- Scheire Sophie
- Schmid-Grendelmeier Peter
- Schuhl Juan Francisco
- Schunemann Holger
- Schvalbova Maria
- Schwarze Jorgen
- Scichilone Nicola
- Senna Gianenrico
- Sepulveda Cecilia
- Serrano Elie
- Shamai Sara
- Sheikh Aziz
- Sheikh Aziz
- Shields Mike
- Shishkov Vasil
- Siafakas Nikos
- Simeonov Alexander
- Simons Estelle F. E. R.
- Sisul Juan Carlos
- Sitkauskiene Brigita
- Skrindo Ingelbjorg
- Soklic Kosak Tanja
- Sole Dirceu
- Sondermann Martin
- Sooronbaev Talant
- Soto-Martinez Manuel
- Soto-Quiros Manuel
- Sova Milan
- Soyka Michael
- Specjalski Krzysztof
- Sperl Annette
- Spranger Otto
- Stamataki Sofia
- Stefanaki Lina
- Stellato Cristiana
- Stelmach Rafael
- Strandberg Timo
- Stute Petra
- Subramaniam Abirami
- Suppli Ulrik Charlotte
- Sutherland Michael
- Sylvestre Silvia
- Syrigou Aikaterini
- Taborda Barata Luis
- Takovska Nadejda
- Tan Frances
- Tan Rachel
- Tan Vincent
- Tang Ing Ping
- Taniguchi Masami
- Tannert Line
- Tantilipikorn Pongsakorn
- Tattersall Jessica
- Tesi Filippo
- Thieme Uta
- Thijs Carel
- Thomas Mike
- To Teresa
- Todo-Bom Ana Maria
- Togias Alkis
- Tomazic Peter-Valentin
- Tomic-Spiric Vesna
- Toppila-Salmi Sanna
- Torres Jaen Maria-Jose
- Toskala Elina
- Tran Thien Quan Vu
- Triggiani Massimo
- Triller Katja
- Triller Nadja
- Tsiligianni Ioanna
- Uberti M.
- Ulmeanu Ruxandra
- Urbancic Jure
- Urrutia Pereira Marilyn
- Vachova Martina
- Valdes Felipe
- Valenta Rudolf
- Valentin Rostan Marylin
- Valero Antonio
- Valiulis Arunas
- Vallianatou Mina
- Valovirta Erkka
- Van Eerd Michiel
- Van Ganse Eric
- van Hage Marianne
- Vandenplas Olivier
- Vasankari Tuula
- Vassileva Dafina
- Velasco Munoz Cesar
- Ventura Maria Teresa
- Vera-Munoz Cecilia
- Viart Frederic
- Vicheva Dilyana
- Vichyanond Pakit
- Vidal Alain
- Vidgren Petra
- Viegi Giovanni
- Vogelmeier Claus
- Von Hertzen Leena
- Vontetsianos Theodoros
- Vourdas Dimitris
- Wagenmann Martin
- Walker Samantha
- Wallace Dana
- Waserman Susan
- Wehner Katrin
- Wickman Magnus
- Williams Dennis
- Williams Sian
- Wilson Nicola
- Wong Gary
- Woo Kent
- Wozniak Lucyna
- Wright John
- Wroczynski Piotr
- Xepapadaki Paraskevi
- Yakovliev Plamen
- Yamaguchi Masao
- Yan Kwok
- Yap Yoke Yeow
- Yassin Mais
- Yawn Barbara
- Yiallouros Panayiotis
- Yorgancioglu Arzu
- Yoshihara Shigemi
- Young Ian
- Yusuf Osman B.
- Zaidi Asghar
- Zaitoun Fares
- Zalud Petra
- Zar Heather
- Zedda M. T.
- Zernotti Mario E.
- Zhang Luo
- Zhong Nanshan
- Zidarn Mihaela
- Zuberbier Torsten
- Zuberbier Torsten
- Zubrinich Celia
- Publication venue
- Publication date
- 01/01/2020
- Field of study
Large differences in COVID-19 death rates exist between countries and between regions of the same country. Some very low death rate countries such as Eastern Asia, Central Europe, or the Balkans have a common feature of eating large quantities of fermented foods. Although biases exist when examining ecological studies, fermented vegetables or cabbage have been associated with low death rates in European countries. SARS-CoV-2 binds to its receptor, the angiotensin-converting enzyme 2 (ACE2). As a result of SARS-CoV-2 binding, ACE2 downregulation enhances the angiotensin II receptor type 1 (AT(1)R) axis associated with oxidative stress. This leads to insulin resistance as well as lung and endothelial damage, two severe outcomes of COVID-19. The nuclear factor (erythroid-derived 2)-like 2 (Nrf2) is the most potent antioxidant in humans and can block in particular the AT(1)R axis. Cabbage contains precursors of sulforaphane, the most active natural activator of Nrf2. Fermented vegetables contain many lactobacilli, which are also potent Nrf2 activators. Three examples are: kimchi in Korea, westernized foods, and the slum paradox. It is proposed that fermented cabbage is a proof-of-concept of dietary manipulations that may enhance Nrf2-associated antioxidant effects, helpful in mitigating COVID-19 severity.Peer reviewe
Nrf2-interacting nutrients and COVID-19 : time for research to develop adaptation strategies
- Author
- Abdul Latiff Amir Hamzah
- Abdullah Baharudin
- Aberer Werner
- Abusada Nancy
- Adcock Ian
- Afani Alejandro
- Agache Ioana
- Aggelidis Xenofon
- Agustin Jenifer
- Akdis Cezmi A.
- Akdis Cezmi A.
- Akdis Mubeccel
- Al-Ahmad Mona
- Al-Zahab Bassam Abou
- Alburdan Hussam
- Aldrey-Palacios Oscar
- Alvarez Cuesta Emilio
- Alwan Salman Hiba
- Alzaabi Ashraf
- Amade Salma
- Ambrocio Gene
- Angles Rosana
- Annesi-Maesano Isabella
- Ansotegui Ignacio J.
- Anto Josep M.
- Anto Josep M.
- Ara Bardajo Paula
- Arasi Stefania
- Arrais Margarete
- Arshad Hasan
- Artesani Maria-Cristina
- Asayag Estrella
- Avolio Francesca
- Azhari Khuzama
- Bachert Claus
- Bagnasco Diego
- Baiardini Ilaria
- Bajrovic Nissera
- Bakakos Petros
- Bakeyala Mongono Sergio
- Balotro-Torres Christine
- Barba Sergio
- Barbara Cristina
- Barbosa Elsa
- Barreto Bruno
- Bartra Joan
- Basagana Xavier
- Bateman Eric D.
- Battur Lkhagvaa
- Bedbrook Anna
- Bedolla Barajas Martin
- Beghe Bianca
- Bekere Antra
- Bel Elizabeth
- Ben Kheder Ali
- Bennoor Kazi S.
- Benson Mikael
- Berghea Elena-Camelia
- Bergmann Karl-Christian
- Bernardini Roberto
- Bernstein David
- Bewick Mike
- Bialek Slawomir
- Bialoszewski Artur
- Bieber Thomas
- Billo Nils E.
- Bilo Maria-Beatrice
- Bindslev-Jensen Carsten
- Bjermer Leif
- Blain Hubert
- Blain Hubert
- Bobolea Irina
- Bochenska Marciniak Malgorzata
- Bond Christine
- Boner Attilio
- Bonini Matteo
- Bonini Sergio
- Bosnic-Anticevich Sinthia
- Bosse Isabelle
- Botskariova Sofia
- Bouchard Jacques
- Boulet Louis-Philippe
- Bourret Rodolphe
- Bousquet Jean
- Bousquet Philippe
- Braido Fulvio
- Briggs Andrew
- Brightling Christopher E.
- Brozek Jan
- Brussino Luisa
- Buhl Roland
- Bumbacea Roxana
- Buquicchio Rosalva
- Burguete Cabanas Maria-Teresa
- Bush Andrew
- Busse William W.
- Buters Jeroen
- Caballero-Fonseca Fernan
- Calderon Moises A.
- Calvo Mario
- Camargos Paulo
- Camuzat Thierry
- Canevari F. R.
- Cano Antonio
- Canonica G. Walter
- Canonica G. Walter
- Capriles-Hulett Arnaldo
- Caraballo Luis
- Cardona Vicky
- Carlsen Kai-Hakon
- Carmona Pirez Jonas
- Caro Jorge
- Carr Warner
- Carreiro-Martins Pedro
- Carreon-Asuncion Fredelita
- Carriazo Ana-Maria
- Carrion y Ribas Carme
- Casale Thomas
- Castor Mary-Ann
- Castro Elizabeth
- Caviglia A. G.
- Cecchi Lorenzo
- Cepeda Sarabia Alfonso
- Chalubinski Maciej
- Chandrasekharan Ramanathan
- Chang Yoon-Seok
- Chato-Andeza Victoria
- Chatzi Lida
- Chatzidaki Christina
- Chavannes Niels H.
- Chaves Loureiro Claudia
- Chavez Garcia Aurora-Alejandra
- Chelninska Marta
- Chen Yuzhi
- Cheng Lei
- Chinthrajah Sharon
- Chivato Tomas
- Chkhartishvili Ekaterine
- Choi Hak-Jong
- Christoff George
- Chrystyn Henry
- Chu Derek K.
- Chua Antonio
- Chuchalin Alexander
- Chung Kian Fan
- Ciceran Alberto
- Cingi Cemal
- Ciprandi Giorgio
- Cirule Ieva
- Coelho Ana-Carla
- Compalati Enrico
- Constantinidis Jannis
- Correia de Sousa Jaime
- Costa David
- Costa Elisio Manuel
- Coste Andre
- Cottini M.
- Cox Linda
- Crisci Carlos
- Cristol Jean-Paul
- Crivellaro Maria Angiola
- Cruz Alvaro A.
- Cullen John
- Custovic Adnan
- Cvetkovski Biljana
- Czarlewski Wienczyslawa
- Czarlewski Wienczyslawa
- D'Amato Gennaro
- da Silva Jane
- Dahl Ronald
- Dahlen Sven-Erik
- Daniilidis Vasilis
- Darjazini Nahhas Louei
- Darsow Ulf
- Davies Janet
- de Blay Frederic
- De Feo Giulia
- De Guia Eloisa
- de la Luz Hortensia Garcia Cruz Maria
- de la Torre Navarrete Jose-Ricardo
- de los Santos Chato
- De Manuel Keenoy Esteban
- De Vries Govert
- De Wang Yun
- del Carmen Costa Dominguez Maria
- Deleanu Diana
- Demoly Pascal
- Denburg Judah
- Devillier Philippe
- Didier Alain
- Dimic Janjic Sanja
- Dimou Maria
- Dinh-Xuan Anh Tuan
- Djukanovic Ratko
- Do Ceu Texeira Maria
- Dokic Dejan
- Dominguez Silva Margarita Gabriela
- Douagui Habib
- Douladiris Nikolaos
- Doulaptsi Maria
- Dray Gerard
- Dubakiene Ruta
- Dupas Eve
- Durham Stephen
- Duse Marzia
- Dykewicz Mark
- Ebo Didier
- Edelbaher Natalija
- Eiwegger Thomas
- Eklund Patrik
- El-Gamal Yehia
- El-Sayed Shereen S.
- El-Sayed Zeinab A.
- El-Seify Magda
- Emuzyte Regina
- Enecilla Lourdes
- Erhola Marina
- Espinoza Contreras Jesus Guillermo
- Espinoza Heidilita
- Farrell John
- Fernandez Lenora
- Fimbres Jimenez Paola
- Fink Wagner Antje
- Fiocchi Alessandro
- Fiocchi Alessandro
- Fokkens Wytske J.
- Folletti Lenia
- Fonseca Joao A.
- Fonseca Joao A.
- Fonseca Susana C.
- Fontaine Jean-Francois
- Forastiere Francesco
- Fuentes Perez Jose Miguel
- Gaerlan-Resureccion Emily
- Gaga Mina
- Galvez Romero Jose Luis
- Gamkrelidze Amiran
- Garcia Cobas Cecilia Yvonne
- Garcia Alexis
- Gayraud Jacques
- Gelardi Matteo
- Gemicioglu Bilun
- Gennimata Dimitra
- Genova Sonya
- Gereda Jose
- Gerth van Wijk Roy
- Giuliano Antonio
- Gomez Rene-Maximiliano
- Gonzalez Ballester Miguel-Ange
- Gonzalez Diaz Sandra
- Gotua Maia
- Grigoreas Christos
- Grisle Ineta
- Guidacci Marta
- Guldemond Nick
- Gutter Zdenek
- Guzman Antonieta
- Haahtela Tari
- Haahtela Tari
- Halloum Ramsa
- Halpin David
- Hamelmann Eckard
- Hammadi Suleiman
- Harvey Richard
- Heffler Enrico
- Heinrich Joachim
- Hejjaoui Adnan
- Hellquist-Dahl Birthe
- Hernandez Velazquez Luiana
- Hew Mark
- Hossny Elham
- Howarth Peter
- Hrubisko Martin
- Huerta Villalobos Yunuen Rocio
- Humbert Marc
- Husain Salina
- Hyland Michael
- Iaccarino Guido
- Iaccarino Guido
- Ibrahim Moustafa
- Ilina Nataliya
- Illario Maddalena
- Incorvaia Cristoforo
- Infantino Antonio
- Irani Carla
- Ispayeva Zhanat
- Ivancevich Juan Carlos
- Jares Edgardo E. J.
- Jarvis Deborah
- Jassem Ewa
- Jenko Klemen
- Jimeneracruz Uscanga Ruben Dario
- Johnston Sebastian L.
- Joos Guy
- Jost Maja
- Julge Kaja
- Jung Ki-Suck
- Just Jocelyne
- Jutel Marek
- Kaidashev Igor
- Kalayci Omer
- Kalyoncu Fuat
- Kapsali Jeni
- Kardas Przemyslaw
- Karjalainen Jussi
- Kasala Carmela A.
- Katotomichelakis Michael
- Kavaliukaite Loreta
- Keil Thomas
- Keith Paul
- Khaitov Musa
- Khaltaev Nikolai
- Kim Hyun Ju
- Kim You-Young
- Kirenga Bruce
- Kleine-Tebbe Jorg
- Klimek Ludger
- Ko Fanny W.
- Koffi N'Goran Bernard
- Kompoti Evangelia
- Kopac Peter
- Koppelman Gerard
- Koren Jeverica Anja
- Koskinen Seppo
- Kosnik Mitja
- Kostka Tomasz
- Kostov Kosta V.
- Kowalski Marek L.
- Kralimarkova Tanya
- Kramer Vrscaj Karmen
- Kraxner Helga
- Kreft Samo
- Kritikos Vicky
- Kudlay Dmitry
- Kuitunen Mikael
- Kull Inger
- Kuna Piotr
- Kupczyk Maciej
- Kvedariene Violeta
- Kyriakakou Marialena
- Lalek Nika
- Landi Massimo
- Lane Stephen
- Larenas-Linnemann Desiree E.
- Lau Susanne
- Laune Daniel
- Lavrut Jorge
- Le Moing Vincent
- Le Lan
- Lenzenhuber Martina
- Leo Gualtiero
- Lessa Marcus
- Levin Michael
- Li Jing
- Lieberman Philip
- Liotta Giuseppe
- Lipworth Brian
- Liu Xuandao
- Lobo Rommel
- Lodrup Carlsen Karin C.
- Lombardi Carlo
- Louis Renaud
- Loukidis Stelios
- Lourenco Olga
- Luna Pech Jorge A.
- Madjar Bojan
- Maggi Enrico
- Magnan Antoine
- Mahboub Bassam
- Mair Alpana
- Maitland van der Zee Anke-Hilse
- Makela Mika
- Makris Michael
- Malling Hans-Jorgen
- Mandajieva Mariana
- Manning Patrick
- Manousakis Manolis
- Maragoudakis Pavlos
- Marseglia Gianluigi
- Marshall Gailen
- Martineau Adrian
- Masjedi Mohammad Reza
- Maspero Jorge F.
- Matta Campos Juan Jose
- Maurer Marcus
- Mavale-Manuel Sandra
- Meco Cem
- Melen Erik
- Melioli Giovanni
- Melo-Gomes Elisabete
- Meltzer Eli O.
- Menditto Enrica
- Menzies-Gow Andrew
- Merk Hans
- Michel Jean-Pierre
- Micheli Yann
- Miculinic Neven
- Midao Luis
- Mihaltan Florin
- Mikos Nikolaos
- Milanese Manlio
- Milenkovic Branislava
- Mitsias Dimitrios
- Moalla Bassem
- Moda Giuliana
- Mogica Martinez Maria Dolores
- Mohammad Yousser
- Moharra Frances-Montserrat
- Moin Mostafa
- Molimard Mathieu
- Momas Isabelle
- Mommers Monique
- Monaco Alessandro
- Montefort Stephen
- Montenegro Lucia-Elvira
- Monti Riccardo
- Mora Dory
- Morais-Almeida Mario
- Mosges Ralph
- Mostafa Badr Eldin
- Mullol Joaquim
- Munter Lars
- Muraro Antonella
- Murray Ruth
- Musarra Antonio
- Mustakov Tihomir
- Naclerio Robert
- Nadeau Kari C.
- Nadif Rachel
- Nakonechna Alla
- Namazova-Baranova Leyla
- Navarro-Locsin Gretchen
- Neffen Hugo
- Nekam Kristof
- Neou Angelos
- Nettis Eustachio
- Neuberger Daniel
- Nicod Laurent
- Nicola Stefania
- Niederberger-Leppin Verena
- Niedoszytko Marek
- Nieto Antonio
- Novellino Ettore
- Nunes Elizabete
- Nyembue Dieudonne
- O'Hehir Robyn E.
- Odjakova Cvetanka
- Ohta Ken
- Okamoto Yoshitaka
- Okubo Kimi
- Oliver Brian
- Onorato Gabrielle L.
- Orru Maria Pia
- Ortiz Valeria Garcia
- Ouedraogo Solange
- Ouoba Kampadilemba
- Padilla Francisco-Javier
- Paggiaro Pier Luigi
- Pagkalos Aris
- Pajno Giovanni
- Pala Gianni
- Palaniappan S. P.
- Pali-Scholl Isabella
- Palkonen Susanna
- Palmer Stephen
- Panaitescu Bunu Carmen
- Panzner Petr
- Papadopoulos Nikos G.
- Papanikolaou Vasilis
- Papi Alberto
- Paralchev Bojidar
- Paraskevopoulos Giannis
- Park Hae-Sim
- Passalacqua Giovanni
- Patella Vincenzo
- Pavord Ian
- Pawankar Ruby
- Pedersen Soren
- Peleve Susete
- Pellegino Simona
- Pereira Ana
- Pereira Mariana
- Perez Tamara
- Perna Andrea
- Peroni Diego
- Pfaar Oliver
- Pham-Thi Nhan
- Pigearias Bernard
- Pin Isabelle
- Pinto Barnaro Sousa
- Piskou Konstantina
- Pitsios Constantinos
- Plavec Davor
- Poethig Dagmar
- Pohl Wolfgang
- Poplas Susic Antonija
- Popov Todor A.
- Portejoie Fabienne
- Potter Paul
- Poulsen Lars
- Prados-Torres Alexandra
- Prarros Fotis
- Price David
- Prokopakis Emmanuel
- Puggioni Francesca
- Puig-Domenech Elisa
- Puy Robert
- Rabe Klaus
- Rabotti Silvia
- Raciborski Filip
- Ramos Josephine
- Recalcati Cristina
- Recto Marysia T.
- Reda Shereen M.
- Regateiro Frederico S.
- Reider Norbert
- Reitsma Sietze
- Repka-Ramirez Susana
- Reynes Jacques
- Ridolo Erminia
- Rimmer Janet
- Rivero Yeverino Daniela
- Rizzo Jose Angelo
- Robalo-Cordeiro Carlos
- Roberts Graham
- Robles Karen
- Roche Nicolas
- Rodriguez Gonzalez Monica
- Rodriguez Zagal Erendira
- Rolla Giovanni
- Rolland Christine
- Roller-Wirnsberger Regina
- Roman Rodriguez Miguel
- Romano Antonino
- Romantowski Jan
- Rombaux Philippe
- Romualdez Joel
- Rosado-Pinto Jose
- Rosario Nelson
- Rosenwasser Lanny
- Rossi Oliviero
- Rottem Menachem
- Rouadi Philip W.
- Rovina Nikoleta
- Rozman Sinur Irma
- Ruiz Segura Lucy Tania
- Ruiz Mauricio
- Ryan Dermot
- Sagara Hironori
- Sakai Daiki
- Sakurai Daiju
- Saleh Wafaa
- Salimaki Johanna
- Samitas Konstantinos
- Samolinski Boleslaw
- Sanchez Coronel Maria Guadalupe
- Sanchez-Borges Mario
- Sanchez-Lopez Jaime
- Sansonna Melissa
- Sarafoleanu Codrut
- Sarquis Serpa Faradiba
- Sastre Joaquin
- Savi Eleonora
- Savonyte Agne
- Sawaf Bisher
- Scadding Glenis K.
- Scheire Sophie
- Schmid-Grendelmeier Peter
- Schuhl Juan Francisco
- Schunemann Holger
- Schvalbova Maria
- Schwarze Jorgen
- Scichilone Nicola
- Senna Gianenrico
- Sepulveda Cecilia
- Serrano Elie
- Shamai Sara
- Sheikh Aziz
- Sheikh Aziz
- Shields Mike
- Shishkov Vasil
- Siafakas Nikos
- Simeonov Alexander
- Simons Estelle F. E. R.
- Sisul Juan Carlos
- Sitkauskiene Brigita
- Skrindo Ingelbjorg
- Soklic Kosak Tanja
- Sole Dirceu
- Sondermann Martin
- Sooronbaev Talant
- Soto-Martinez Manuel
- Soto-Quiros Manuel
- Sova Milan
- Soyka Michael
- Specjalski Krzysztof
- Sperl Annette
- Spranger Otto
- Stamataki Sofia
- Stefanaki Lina
- Stellato Cristiana
- Stelmach Rafael
- Strandberg Timo
- Stute Petra
- Subramaniam Abirami
- Suppli Ulrik Charlotte
- Sutherland Michael
- Sylvestre Silvia
- Syrigou Aikaterini
- Taborda Barata Luis
- Takovska Nadejda
- Tan Frances
- Tan Rachel
- Tan Vincent
- Tang Ing Ping
- Taniguchi Masami
- Tannert Line
- Tantilipikorn Pongsakorn
- Tattersall Jessica
- Tesi Filippo
- Thieme Uta
- Thijs Carel
- Thomas Mike
- To Teresa
- Todo-Bom Ana Maria
- Togias Alkis
- Tomazic Peter-Valentin
- Tomic-Spiric Vesna
- Toppila-Salmi Sanna
- Torres Jaen Maria-Jose
- Toskala Elina
- Tran Thien Quan Vu
- Triggiani Massimo
- Triller Katja
- Triller Nadja
- Tsiligianni Ioanna
- Uberti M.
- Ulmeanu Ruxandra
- Urbancic Jure
- Urrutia Pereira Marilyn
- Vachova Martina
- Valdes Felipe
- Valenta Rudolf
- Valentin Rostan Marylin
- Valero Antonio
- Valiulis Arunas
- Vallianatou Mina
- Valovirta Erkka
- Van Eerd Michiel
- Van Ganse Eric
- van Hage Marianne
- Vandenplas Olivier
- Vasankari Tuula
- Vassileva Dafina
- Velasco Munoz Cesar
- Ventura Maria Teresa
- Vera-Munoz Cecilia
- Viart Frederic
- Vicheva Dilyana
- Vichyanond Pakit
- Vidal Alain
- Vidgren Petra
- Viegi Giovanni
- Vogelmeier Claus
- Von Hertzen Leena
- Vontetsianos Theodoros
- Vourdas Dimitris
- Wagenmann Martin
- Walker Samantha
- Wallace Dana
- Waserman Susan
- Wehner Katrin
- Wickman Magnus
- Williams Dennis
- Williams Sian
- Wilson Nicola
- Wong Gary
- Woo Kent
- Wozniak Lucyna
- Wright John
- Wroczynski Piotr
- Xepapadaki Paraskevi
- Yakovliev Plamen
- Yamaguchi Masao
- Yan Kwok
- Yap Yoke Yeow
- Yassin Mais
- Yawn Barbara
- Yiallouros Panayiotis
- Yorgancioglu Arzu
- Yoshihara Shigemi
- Young Ian
- Yusuf Osman B.
- Zaidi Asghar
- Zaitoun Fares
- Zalud Petra
- Zar Heather
- Zedda M. T.
- Zernotti Mario E.
- Zhang Luo
- Zhong Nanshan
- Zidarn Mihaela
- Zuberbier Torsten
- Zuberbier Torsten
- Zubrinich Celia
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2020
- Field of study
There are large between- and within-country variations in COVID-19 death rates. Some very low death rate settings such as Eastern Asia, Central Europe, the Balkans and Africa have a common feature of eating large quantities of fermented foods whose intake is associated with the activation of the Nrf2 (Nuclear factor (erythroid-derived 2)-like 2) anti-oxidant transcription factor. There are many Nrf2-interacting nutrients (berberine, curcumin, epigallocatechin gallate, genistein, quercetin, resveratrol, sulforaphane) that all act similarly to reduce insulin resistance, endothelial damage, lung injury and cytokine storm. They also act on the same mechanisms (mTOR: Mammalian target of rapamycin, PPAR gamma:Peroxisome proliferator-activated receptor, NF kappa B: Nuclear factor kappa B, ERK: Extracellular signal-regulated kinases and eIF2 alpha:Elongation initiation factor 2 alpha). They may as a result be important in mitigating the severity of COVID-19, acting through the endoplasmic reticulum stress or ACE-Angiotensin-II-AT(1)R axis (AT(1)R) pathway. Many Nrf2-interacting nutrients are also interacting with TRPA1 and/or TRPV1. Interestingly, geographical areas with very low COVID-19 mortality are those with the lowest prevalence of obesity (Sub-Saharan Africa and Asia). It is tempting to propose that Nrf2-interacting foods and nutrients can re-balance insulin resistance and have a significant effect on COVID-19 severity. It is therefore possible that the intake of these foods may restore an optimal natural balance for the Nrf2 pathway and may be of interest in the mitigation of COVID-19 severity
ATLANTIC-PRIMATES: a dataset of communities and occurrences of primates in the Atlantic Forests of South America
- Author
- Age Stéfani Gabrieli
- Agostini Ilaria
- Almeida e Silva Anne Sophie de
- Almeida Marco AntĂŽnio Barreto de
- Alves Rafael Souza Cruz
- Aximoff Izar Araujo
- Azevedo Renata Bocorny de
- Bager Alex
- Baldovino MarĂa Celia
- Bella Thiago Ribas
- BeltrĂŁo-Mendes Raone
- Bernardo Christine Steiner SĂŁo
- Bicca-Marques JĂșlio CĂ©sar
- Bonikowski Renata Twardowsky Ramalho
- Braga Caryne Aparecida de Carvalho
- Brocardo Carlos Rodrigo
- Bufalo Felipe Soares
- Buss Gerson
- Campelo Ana Kellen Nogueira
- Campos Perine Michell Soares de
- Canale Gustavo Rodrigues
- Cardoso JĂĄder da Cruz
- Carrano Eduardo
- Casanova Diogo Cavenague
- Cassano C. R.
- Castro Morini Maria Santina C. de
- Castro Ărika Paula
- Chagas Renata Rocha DĂ©da
- Cherem Jorge José
- Chiarello Adriano Garcia
- Cosenza Braz Antonio Pereira
- Costa-AraĂșjo Rodrigo
- Culot Laurence
- Cunha Rog?rio Grassetto Teixeira da
- Di Bitetti Mario Santiago
- dos Santos Edmilson
- Dums Marcos
- EspĂndola Hack Robson Odeli
- Faria Michel Barros
- Ferraz Daniel da Silva
- Ferreira Aluane Silva
- Ferreira Priscila Coutinho Ribas
- Fialho Marcos de S.
- Filho Robério Freire
- Francis Ferrari Stephen
- Fuzessy Lisieux
- Galetti Mauro
- Garbino Guilherme Siniciato Terra
- Garcia Francini de Oliveira
- Gatto Cassiano Augusto Ferreira Rodrigues
- Gestich Carla C.
- Gontijo Nila RĂĄssia Costa
- Gonçalves Pablo Rodrigues
- Graipel MaurĂcio Eduardo
- Guidorizzi Carlos Eduardo
- Hass Gabriela Pacheco
- Henz Denison José
- HilĂĄrio Renato Richard
- Hirsch André
- Holzmann Ingrid
- Homem Daniel Henrique
- Jerusalinsky Leandro
- JĂșnior Gilberto Sabino Santos
- JĂșnior Hilton Entringer
- Kierulff Maria CecĂlia Martins
- Knogge Christoph
- Lima Adriana Almeida de
- Lima Elson Fernandes de
- Lima Fernando
- Lombardi Pryscilla Moura
- Ludwig Gabriela
- Marques Eduardo
- Martins Alexandre
- Martins Cristiana Saddy
- Martins Waldney Pereira
- Melo Fabiano Rodrigues de
- Melzew Ricardo
- Milhe Louis
- Miranda FlĂĄvia Regina
- Miranda JoĂŁo M.D.
- Moraes Andréia Magro
- Moreira Tainah Cruz
- Nagy-Reis Mariana B.
- Oklander Luciana In?s
- Oliveira Leonardo C.
- Paglia Adriano
- Pagoto Anderson
- Passamani Marcelo
- Passos Fernando C.
- Paula Rodarte Raisa Reis de
- Pereira Lucas Augusto
- Peres Carlos A.
- Pinto MĂriam Plaza
- Pontes Antonio Rossano Mendes
- Port-Carvalho Marcio
- Prado BĂĄrbara Heliodora Soares do
- Quintilham Lucas Lacerda Toth
- Regolin André Luis
- Rezende Gabriela C.
- Ribeiro Igor Kintopp
- Ribeiro Milton Cezar
- Rocha Alessandro
- Rocha Joedison dos S.
- Sales LĂlian PatrĂcia
- Santos Mayara Mulato dos
- Santos Paloma Marques
- Sartorello Ricardo
- Sepulvida RaĂssa
- Serra Leonardo La
- Setz Eleonore Zulnara Freire
- Silva Leonardo Henrique da
- Silva Nilmara Cristina da
- Silva Pedro Bencke Ermel da
- Silveira Mauricio
- Smith Rebecca L.
- Souza Sara Machado de
- Souza-Alves JoĂŁo Pedro
- Srbek-Araujo Ana Carolina
- Trevelin Leonardo Carreira
- Valença-Montenegro MÎnica Mafra
- Valladares PĂĄdua ClĂĄudio B.
- Veiga da Costa Francys E. da
- Zago Luciana
- Publication venue
- 'Wiley'
- Publication date
- 01/01/2019
- Field of study
Primates play an important role in ecosystem functioning and offer critical insights into human evolution, biology, behavior, and emerging infectious diseases. There are 26 primate species in the Atlantic Forests of South America, 19 of them endemic. We compiled a dataset of 5,472 georeferenced locations of 26 native and 1 introduced primate species, as hybrids in the genera Callithrix and Alouatta. The dataset includes 700 primate communities, 8,121 single species occurrences and 714 estimates of primate population sizes, covering most natural forest types of the tropical and subtropical Atlantic Forest of Brazil, Paraguay and Argentina and some other biomes. On average, primate communities of the Atlantic Forest harbor 2 ± 1 species (range = 1â6). However, about 40% of primate communities contain only one species. Alouatta guariba (N = 2,188 records) and Sapajus nigritus (N = 1,127) were the species with the most records. Callicebus barbarabrownae (N = 35), Leontopithecus caissara (N = 38), and Sapajus libidinosus (N = 41) were the species with the least records. Recorded primate densities varied from 0.004 individuals/km 2 (Alouatta guariba at Fragmento do Bugre, ParanĂĄ, Brazil) to 400 individuals/km 2 (Alouatta caraya in Santiago, Rio Grande do Sul, Brazil). Our dataset reflects disparity between the numerous primate census conducted in the Atlantic Forest, in contrast to the scarcity of estimates of population sizes and densities. With these data, researchers can develop different macroecological and regional level studies, focusing on communities, populations, species co-occurrence and distribution patterns. Moreover, the data can also be used to assess the consequences of fragmentation, defaunation, and disease outbreaks on different ecological processes, such as trophic cascades, species invasion or extinction, and community dynamics. There are no copyright restrictions. Please cite this Data Paper when the data are used in publications. We also request that researchers and teachers inform us of how they are using the data. © 2018 by the The Authors. Ecology © 2018 The Ecological Society of Americ
Worldwide trends in underweight and obesity from 1990 to 2022: a pooled analysis of 3663 population-representative studies with 222 million children, adolescents, and adults
- Author
- Abbas Rezaianzadeh
- Abdonas Tamosiunas
- Abdul Basit
- Abdul Hamid Zargar
- Abdullah Alkandari
- Abdullatif Husseini
- Abhijit Sen
- Abla M Sibai
- Abu Am Hanif
- Adela Chirita-Emandi
- Adelheid Weber
- Adetoyeje Y Oyeyemi
- Adewale L Oyeyemi
- Adolfo Rubinstein
- Adoubi Kassi Anicet
- Adroaldo Cesar Araujo Gaya
- Afshin Ostovar
- Agnes L Kadvan
- Agneta SjoÌberg
- Agneta Yngve
- AgneÌs Le Port
- Agustinus Soemantri
- AgustiÌn Perez-LondonÌo
- Ahmad A Zainuddin
- Ahmad Faudzi Yusoff
- Ahmad Reza Dorosty
- Ahmed A Madar
- Aida Pilav
- AiÌcha SoumareÌ
- Akaninyene Otu
- Akihiro Yoshihara
- Akkumis Salhanova
- Akram Pourshams
- Ala'a Alkerwi
- Alain Morejon
- Alanna G da Silva
- Albertino Damasceno
- Alberto BarceloÌ
- Alberto Palloni
- Albina A Fakhretdinova
- Alejandro Diaz
- Aleksander Giwercman
- Aleksandra Gomula
- Aleksandra Piwonska
- Alessandro Gialluisi
- Aletta E Schutte
- Alexander D Deev
- Alexandra M Cucu
- Alexandre C Pereira
- Alfonso Siani
- Alfonso Sousa-Poza
- Ali Ahmadi
- Ali Akbar Shayesteh
- Ali Esmaeili
- Ali Ghanbari
- Ali Reza Safarpour
- Alice Bonilla-Vargas
- Alicia Matijasevich
- Alina G Platonova
- Alina Kerimkulova
- Aline Meirhaeghe
- Aline P Batista
- Alireza Ansari-Moghaddam
- Alireza Khosravi
- Alireza Moslem
- Alireza Sadjadi
- Alisha N Wade
- Alison J Hayes
- Alison J Price
- Allan G Hill
- Allan Linneberg
- Almaz Sharman
- Altan Onat
- Aluisio Jd Barros
- Alun Evans
- Amalia De Curtis
- Amanda G Thrift
- Amanda J Cross
- Amaneh Shayanrad
- Ambady Ramachandran
- Amelia C Crampin
- Amina Barkat
- Amir Houshang Mehrparvar
- Amirabbas Momenan
- Ana Azevedo
- Ana B Crujeiras
- Ana Barradas-Pires
- Ana Carolina Mgn de SaÌ
- Ana D GonzaÌlez-Alvarez
- Ana Henriques
- Ana I Rito
- Ana JelakovicÌ
- Ana Maria B Menezes
- Ana P Ortiz
- Ana Paula C CaÌndido
- Anabela Mota-Pinto
- Anar Dushpanova
- Anastasia Markaki
- Anders GrĂžntved
- Andre L Guimaraes
- Andre P Kengne
- Andrea Gazzinelli
- Andrea Gualtieri
- Andrea Rodriguez-Martinez
- Andrea Rvr Horimoto
- Andrea Schneider
- Andrea Y RodriÌguez
- Andrea Zentai
- Andreas Stang
- Andreia N Pizarro
- Andrew Kingston
- Andrew Reynolds
- Andrew Wong
- Andrzej Galbarczyk
- Andrzej PajaÌšk
- Andrzej WieÌšcek
- Anelise Reis Gaya
- Aneta Grajda
- Aneta Weres
- Anette Varbo
- Angel R Gonzalez
- Angela Chetrit
- Angela DoÌring
- Angela Spinelli
- Angelika Schaffrath Rosario
- Angelique Chan
- AngeÌlica M Ochoa-AvileÌs
- Anie Marcil
- Anil Poudyal
- Anja L Madsen
- Anja Schienkiewitz
- Anna Bartosiewicz
- Anna Bugge
- Anna Fijalkowska
- Anna Jansson
- Anna V Alieva
- Annamari Lundqvist
- Anne A Bjerregaard
- Anne Chinnock
- Anne Juolevi
- Anne Taylor
- Anne Tjonneland
- Anneke Blokstra
- Annette J Dobson
- Annette Peters
- Annika Rosengren
- Anthony Kafatos
- Antonia Trichopoulou
- Antonio Bernabe-Ortiz
- Antonio Cabrera de LeoÌn
- Antonio M Silva
- Antonio Mistretta
- Antonio Pedro Graça
- Antonio Prista
- Antonis Zampelas
- Antonisamy Belavendra
- Anu Mishra
- Anwar M Batieha
- Archie W Rayner
- Areti Triantafyllou
- Argyro Karakosta
- Ari Voutilainen
- Aristides M Machado-Rodrigues
- Arnaud Chiolero
- Aroor Bhagyalaxmi
- Arsalan Khaledifar
- Artur Mazur
- Arvind Pandey
- Arwa M Alshangiti
- Aryeh D Stein
- Asher Fawwad
- Attilio Rigotti
- Atul Trivedi
- Augustin F Beybey
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- Azaliia M Tuliakova
- Azhar Dyussupova
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- Badreya Al-Lahou
- Bagher Larijani
- Bahareh Kheiri
- Bahman Cheraghian
- Bakary Jallow
- Baltazar Nunes
- Barbara Heude
- Barbara Thorand
- Barry M Popkin
- Batyrbek Assembekov
- Beatriz D Schaan
- Bee Koon Poh
- Behrooz Hamzeh
- Bekbolat Zholdin
- Belgin Unal
- Belong Cho
- Ben SchoÌttker
- Benjamin Acosta-Cazares
- Benoit Salanave
- Benson M Kazembe
- Bente Sparboe-Nilsen
- Bernard Maire
- Bernardo L Horta
- Bernhard O Boehm
- Bert-Jan van den Born
- Bettina Bringolf-Isler
- Bharathi Viswanathan
- Bhawesh Koirala
- Bihungum Bista
- Bill Stavreski
- Bin Zhou
- Bing Zhang
- Birgit Linkohr
- Biruta Velika
- Blanca Sandra Ruiz-Betancourt
- Bo Werner
- Boban MugosÌa
- Bogdan Wojtyniak
- Bojan JelakovicÌ
- Bontha V Babu
- Boyd A Swinburn
- BoÌrge Schmidt
- Branimir LeskosÌek
- Breige A McNulty
- Brian Oldenburg
- Brooklyn Fraser
- Bruna Gonçalves Cordeiro da Silva
- Buthaina M Alkhatib
- BĂžrge G Nordestgaard
- Caleb Ochimana
- Calogero Saieva
- Calvin Ke
- Camilla T Damsgaard
- Carl Lachat
- Carla MeneÌses Hardman
- Carlo Maria Barbagallo
- Carlos A Aguilar-Salinas
- Carlos O Mendivil
- Carlos P Boissonnet
- Carmen InÌiguez
- Carolina B Tarqui-Mamani
- Caroline H Fall
- Caroline Ramos de Moura Silva
- Carsten O Schmidt
- Cassiano Ricardo Rech
- Catherine Kyobutungi
- Catterina Ferreccio
- Cecilia BjoÌrkelund
- Cecily Kelleher
- Cesar G Victora
- CeÌzane P Reuter
- Chandini Nekkantti
- Chao Qiang Jiang
- Charalambos A Hadjigeorgiou
- Charles Agyemang
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- Charlotte B Ottendahl
- Charmaine A Duante
- Charumathi Sabanayagam
- Chiara Donfrancesco
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- Chien-Jen Chen
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- Chinh Nguyen Huu
- Chinwuba Ijoma
- Chongjian Wang
- Chris Cowell
- Christa L Lilly
- Christa Meisinger
- Christian Gieger
- Christina C Dahm
- Christina Howitt
- Christina Mavrogianni
- Christine Cameron
- Christophe Tzourio
- Christopher J Paciorek
- Chung T Nguyen
- Cihangir Erem
- Claes Ohlsson
- Clara Homs
- Claudia M Hormiga
- ClaÌudia S Minderico
- Clicerio GonzaÌlez-Villalpando
- Clive Osmond
- Coimbatore Subramaniam Shanthirani
- Con Burns
- Constance Schultsz
- Constanta Huidumac Petrescu
- Cora L Craig
- Correia JuÌnior Marco AureÌlio de Valois
- Cosmin R Cojocaru
- Cristina P Padez
- Crizian G Saar
- Cynthia M PeÌrez
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- Daan Kromhout
- Dalia Luksiene
- Damaskini Valvi
- Damian K Francis
- Dan Zhu
- Daniel Bia
- Daniel FernaÌndez-BergeÌs
- Daniel Ferrante
- Daniel G Vasques
- Daniel Lemogoum
- Daniel Weghuber
- Daniela Galeone
- Daniela KaÌllayovaÌ
- Daniela Pierannunzio
- Daniela Rodrigues
- Daphne Lai
- Daphne Mirkopoulou
- David A Gonzalez-Chica
- David De Ridder
- David Faeh
- David Goltzman
- Davide Noto
- Davood Khalili
- Deborah C Malta
- Debra S Judge
- Deena Al Asfoor
- Deepak N Amarapurkar
- Delphine De Smedt
- Demetre Labadarios
- Denise Eldemire-Shearer
- Dermot O'Reilly
- DeÌnes MolnaÌr
- Diana A Santos
- Diane T Meto
- Dianna J Magliano
- Dickman Gareta
- Diego Augusto Santos Silva
- Diego G Christofaro
- Diego SalmeroÌn
- Diego Vanuzzo
- Dimitrios Papandreou
- Dimitrios Poulimeneas
- Dimitrios Trichopoulos
- Dirk De Bacquer
- Dirk Vanderschueren
- Dominique Cottel
- Dominique Hange
- Dong Zhao
- Dongfeng Gu
- Dora Romaguera
- Doris StoÌckl
- Dorja Vocanec
- Doroteia A HoÌfelmann
- Dusko J Bjelica
- DusÌan Grafnetter
- Duygu Islek
- Dwi Hapsari Tjandrarini
- E Shyong Tai
- Ebrahim Eftekhar
- Ebrahim Ghaderi
- Eduardo Capuano
- Eduardo Salazar Martinez
- Edward F Fottrell
- Edward Janus
- Edward W Gregg
- Edwige Landais
- Edyta Ćuszczki
- Eero O Kajantie
- Efthymios Kapantais
- Eha Nurk
- Ei Ei K Nang
- Eiji Oda
- Ekaterina Chikova-Iscener
- Ekaterina Stoyanova
- Elaine Dennison
- Elaine M Murtagh
- Eldridge Ferrer
- Elena Anufrieva
- Elena Bogova
- Elena Pahomova
- Elena Sacchini
- Elena V Skoblina
- Eleonora d'Orsi
- Elias F Gudmundsson
- Elin Kolle
- Elin P SĂžrgjerd
- Elio Riboli
- Elisabete Ramos
- Elisabetta L Romeo
- Eliza Cinteza
- Eliza Markidou Ioannidou
- Ellina M Iakupova
- Elling Bere
- Ellis Owusu-Dabo
- Ellisiv B Mathiesen
- Elnaz Faramarzi
- Els Clays
- Else Karin GrĂžholt
- Elvis Oa Wambiya
- Elvynna Leong
- ElyseÌe Claude Bika Lele
- Elzbieta Dziankowska-Zaborszczyk
- Eman Aly
- Emanuel Zitt
- Emanuela Gualdi-Russo
- Emanuela Pettenuzzo
- Emiel Hoogendijk
- Emily B Wong
- Emily Sonestedt
- Emma Ruiz Moreno
- Emmanuel Cohen
- Emmanuella Magriplis
- Eng Joo Tan
- Enguerran Macia
- Enisa Kujundzic
- Enrique GutieÌrrez GonzaÌlez
- Enzo Manzato
- Erfan Ghasemi
- Eric Monterrubio-Flores
- Erik J Timmermans
- Erik Lykke Mortensen
- Erkin Mirrakhimov
- Ertugrul Celikcan
- Eruke E Egbagbe
- Espen Bjertness
- Esteban Carmuega
- Esther Lopez-Garcia
- Esther M GonzaÌlez-Gil
- Ethel Santacruz
- EugeÌne Sobngwi
- Eunice Ugel
- Eva Corpeleijn
- Eva Gerdts
- Eva Karaglani
- Eva Martos
- Evangelia Tzala
- Ewelina Czenczek-Lewandowska
- EÌva KovaÌcs
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- Fabio Galvano
- Fadi J Charchar
- Fadia AlBuhairan
- Fangfang Chen
- Farahnaz Joukar
- Farhad Moradpour
- Farhad Pourfarzi
- Farhad Zamani
- Fariborz Mansour-Ghanaei
- Farid Najafi
- Farshad Farzadfar
- Farzad Hadaegh
- Fatai A Maruf
- Fatemeh Malekzadeh
- Fatima Zahra Laamiri
- Felicia CanÌete
- Felipe F Casanueva
- Felipe V Cureau
- Felix Gutzwiller
- Felix K Assah
- Felix O Kaducu
- Felix P Phiri
- Fereidoun Azizi
- Fernanda Cunha Soares
- Fernando Rigo
- Fernando RodriÌguez-Artalejo
- FeÌliciteÌ Tchibindat
- Fikru Tullu
- Flavio D Fuchs
- Flavio Nervi
- Flora Am Ukoli
- Flora Bacopoulou
- Florian Muca
- Francesco Branca
- Francesco Gianfagna
- Francesco Panza
- Francesco Pistelli
- Francis Delpeuch
- Francis Morey
- Francisco de Assis Guedes de Vasconcelos
- Francisco J Felix-Redondo
- François F Kaze
- Frank Claessens
- Frank J RuÌhli
- Frank Tanser
- Fred Michel Paccaud
- Fred Nuwaha
- Freda Pitakaka
- Frederic Gottrand
- Frederick C Wu
- FrĂžydis N Vik
- Furusawa Takuro
- G K Mini
- Gabriel M Leung
- Gabriele Eiben
- Gabriele Nagel
- Gabriella Gruden
- Gailute Bernotiene
- Galina Obreja
- Gareth Stratton
- Garry Jennings
- Garry R Brian
- Geetha R Menon
- Genc Burazeri
- Geofrey Musinguzi
- Georg Lappas
- Georg Posch
- George Ll Machado-Coelho
- George Moschonis
- George S Stergiou
- Georgia Vourli
- Georgina GoÌmez
- Gerald Jarnig
- Gerhard Sulo
- Gerson Ferrari
- Gert Bm Mensink
- Gilad Twig
- Gilda Estela Benitez Rolandi
- Giletta Matteo
- Giota Touloumi
- Giovanna Masala
- Giovanni de Gaetano
- Giovanni Veronesi
- Giovanni Viegi
- Giuseppe Grosso
- Gladys E Maestre
- Glen Gironella
- Godsent C Isiguzo
- Gonzalo Valdivia
- Goodarz Danaei
- Gowri Mahasampath
- Graziella Bruno
- Graziella D'Arrigo
- Grazyna Jasienska
- Gregor Jurak
- Gregor Starc
- Gregorio Varela-Moreiras
- Gretchen A Stevens
- Grethe S Tell
- Gry Schultz
- Grzegorz Sobek
- Guadalupe EcheverriÌa
- Guadalupe Longo Abril
- Guang Ning
- Guanghui Dong
- Guansheng Ma
- Guillermo Frontera
- Guillermo Sequera
- Gul Ergor
- Gulmira Aitmurzaeva
- Gustavo Velasquez-Melendez
- Guy De Backer
- Guy Fagherazzi
- GuÌnay Can
- GuÌnther Fink
- GwenaeÌlle Le Coroller
- Gyulli M Kazakbaeva
- Ha Tp Do
- Haakon E Meyer
- Habiba Ben Romdhane
- Haiquan Xu
- Hajer Aounallah-Skhiri
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- Hanan F Abdul Rahim
- Hanna K Tolonen
- Hanna Nalecz
- Hanno Ulmer
- Hannu Mt Uusitalo
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- Harunobu Nakamura
- Hassan Aguenaou
- Hazzaa M Al-Hazzaa
- Heba M Fouad
- Hedley K Quintana
- Heidi Klakk
- Helen Gonçalves
- Helena Krizan
- Helena Nogueira
- Helle-Mai Loit
- Helmut SchroÌder
- HeloiÌsa Bettiol
- Henrike Galenkamp
- Henry VoÌlzke
- Herculina S Kruger
- Herman Borghs
- Herman Schargrodsky
- Hermann Brenner
- Hermann Pohlabeln
- Hermine T Mopa
- HeÌleÌne Delisle
- Himanshu K Chaturvedi
- Hoang Van Minh
- Holger Theobald
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- Huda M Al Hourani
- Hui Cai
- Huijun Wang
- Hung-Kwan So
- Husam F Alomirah
- Hyeon Chang Kim
- Hynek Pikhart
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- Ildar Fakhradiyev
- Ilona Nenko
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- Ilse Msl Khouw
- Imelda A Agdeppa
- Imperia Brajkovich
- Imran Ahmed
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- Ina S Santos
- Indah S Widyahening
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- Ioannis Pagkalos
- Ionela M Pascanu
- Iqbal Bata
- Iraj Mohebbi
- Iraj Nabipour
- Irene Gm van Valkengoed
- Irfan NuhogÌlu
- Irina Kovalskys
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- Isabelle Herter-Aeberli
- Ishag Adam
- Isti I Fujiati
- Iulia Jurca Simina
- Iuliia A Rusakova
- Ivaila Y Ivanova-Pandourska
- Ivan PecÌin
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- Izet Bajramovic
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- Jaakko Mursu
- Jaakko Tuomilehto
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- Jaco De Bacquer
- Jacqueline F Price
- Jacqueline Ramke
- Jakob Tarp
- Jakub Stokwiszewski
- Jalila El Ati
- James Bentham
- James E Bennett
- James P Wirth
- Jamila Abubakar Garba
- Jan A Staessen
- Jan-Walter De Neve
- Jana Klanova
- Jana Kratenova
- Jana NaÌmesÌnaÌ
- Jane Dp Renner
- Janette Walton
- Janice L Lukrafka
- Janina Petkeviciene
- Janine Clarke
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- Jean-Michel Gaspoz
- Jean-ReneÌ M'Buyamba-Kabangu
- Jeannette Klimont
- Jeannette Lee
- Jelena Kos
- Jennifer L Baker
- Jennifer Servais
- Jenny M Kindblom
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- Jeroen de Bont
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- Jesus Vioque
- JesuÌs Humberto GoÌmez GoÌmez
- JesuÌs Ibarluzea
- Jia Li Duan
- Jianfeng Wu
- Jiang He
- Jie Hao
- Jie Mi
- Jim I Mann
- Jin Soo Moon
- Jing Liu
- Jingli Gao
- Jitendra Jonnagaddala
- Joana ArauÌjo
- Joana Carvalho
- Joanna Baran
- Joanne Katz
- Joany MarinÌo
- Joao Luiz Bastos
- Joaquin Barnoya
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- Johanna Gunnlaugsdottir
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- Jorge Bezerra
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- Jose G Boggia
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- Joseph Cacciottolo
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- Julianne Williams
- Julie Aarestrup
- Julie Taylor
- Julio ZunÌiga Cisneros
- Jun Hata
- Jun Ma
- Juraci A Cesar
- Jurate Klumbiene
- Jurate Medzioniene
- Jussi Kauhanen
- Justina Vaitkeviciute
- Justyna Godos
- Justyna Leszczak
- Justyna WyszynÌska
- Jutta Stieber
- Juvenal Soares Dias-da-Costa
- JuÌlio Mello
- JuÌrgen KoÌnig
- Jyh Eiin Wong
- Jyrki K Virtanen
- Jytte HalkjĂŠr
- JĂžrgen Meisfjord
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- Kaare Christensen
- Kai-Uwe Saum
- Kairat Davletov
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- Yuliya V Solovieva
- Yuna He
- Yunjiang Yu
- Yury P Nikitin
- Yves Kameli
- Yves Martin-Prevel
- Yvonne T van der Schouw
- Zahra Mohammadi
- Zbigniew Gaciong
- Zbigniew Kulaga
- Zengchang Pang
- Zhamilya Battakova
- Zhamyila Usupova
- Zhanna Kalmatayeva
- Zhen-Yu Zhang
- Zhengming Chen
- Ziad A Abdeen
- Zivka Dika
- Zlatko Fras
- Zulfiqar A Bhutta
- Zulfiya Abdurrahmonova
- Zumin Shi
- Ćukasz Kryst
- Publication venue
- Publication date
- 01/03/2024
- Field of study
Background Underweight and obesity are associated with adverse health outcomes throughout the life course. We
estimated the individual and combined prevalence of underweight or thinness and obesity, and their changes, from
1990 to 2022 for adults and school-aged children and adolescents in 200 countries and territories.
Methods We used data from 3663 population-based studies with 222 million participants that measured height and
weight in representative samples of the general population. We used a Bayesian hierarchical model to estimate
trends in the prevalence of different BMI categories, separately for adults (age â„20 years) and school-aged children
and adolescents (age 5â19 years), from 1990 to 2022 for 200 countries and territories. For adults, we report the
individual and combined prevalence of underweight (BMI <18·5 kg/m2) and obesity (BMI â„30 kg/m2). For schoolaged children and adolescents, we report thinness (BMI <2 SD below the median of the WHO growth reference)
and obesity (BMI >2 SD above the median).
Findings From 1990 to 2022, the combined prevalence of underweight and obesity in adults decreased in
11 countries (6%) for women and 17 (9%) for men with a posterior probability of at least 0·80 that the observed
changes were true decreases. The combined prevalence increased in 162 countries (81%) for women and
140 countries (70%) for men with a posterior probability of at least 0·80. In 2022, the combined prevalence of
underweight and obesity was highest in island nations in the Caribbean and Polynesia and Micronesia, and
countries in the Middle East and north Africa. Obesity prevalence was higher than underweight with posterior
probability of at least 0·80 in 177 countries (89%) for women and 145 (73%) for men in 2022, whereas the converse
was true in 16 countries (8%) for women, and 39 (20%) for men. From 1990 to 2022, the combined prevalence of
thinness and obesity decreased among girls in five countries (3%) and among boys in 15 countries (8%) with a
posterior probability of at least 0·80, and increased among girls in 140 countries (70%) and boys in 137 countries (69%)
with a posterior probability of at least 0·80. The countries with highest combined prevalence of thinness and
obesity in school-aged children and adolescents in 2022 were in Polynesia and Micronesia and the Caribbean for
both sexes, and Chile and Qatar for boys. Combined prevalence was also high in some countries in south Asia, such
as India and Pakistan, where thinness remained prevalent despite having declined. In 2022, obesity in school-aged
children and adolescents was more prevalent than thinness with a posterior probability of at least 0·80 among girls
in 133 countries (67%) and boys in 125 countries (63%), whereas the converse was true in 35 countries (18%) and
42 countries (21%), respectively. In almost all countries for both adults and school-aged children and adolescents,
the increases in double burden were driven by increases in obesity, and decreases in double burden by declining
underweight or thinness.
Interpretation The combined burden of underweight and obesity has increased in most countries, driven by an
increase in obesity, while underweight and thinness remain prevalent in south Asia and parts of Africa. A healthy
nutrition transition that enhances access to nutritious foods is needed to address the remaining burden of
underweight while curbing and reversing the increase in obesit
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T.
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Amado LĂlian Lund
- Amaral DĂĄrio Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V.
- AragĂŁo Luiz
- Arantes Caroline C.
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- AzevĂȘdo Carlos Augusto Silva de
- Baccaro Fabricio B.
- Baider ClĂĄudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G.
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar JoĂŁo
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Bispo PitĂĄgoras C.
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges SĂ©rgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara TĂĄbatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S.
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- CalvĂŁo Lenize Batista
- Camargo JosĂ© LuĂs
- Camargo PlĂnio Barbosa de
- Campana DĂ©bora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de SĂĄ
- Carreiras JoĂŁo
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L.
- Casadei-Ferreira Alexandre
- Casatti LĂlian
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro FlĂĄvio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva JĂșlius CĂ©sar
- Cerqueira Pablo Vieira
- Cintra Bruno B.L.
- Cochrane Mark A.
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti FabrĂcio
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane A.S.
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia R.C.
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa MarĂlia Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- d'Horta Fernando Mendonça
- da Rocha MaĂra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R.
- da Silva Gustavo Cardoso
- da Silva JĂșlia Santana
- da Silva Karina Dias
- da Silva LetĂcia Fernandes
- da Silva MĂĄrcio Joaquim
- da Silva Pedro GiovĂąni
- da Silva Rogério Rosa
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque EmĂlia Zoppas
- de Brito Janaina Gomes
- de Faria FalcĂŁo JĂ©ssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende BethĂąnia Oliveira
- de Sousa Gorayeb InocĂȘncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S.
- do Vale Julio Daniel
- Domingues Tomas F.
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra DhĂąmyla Bruna de Souza
- Dutra Silvia LeitĂŁo
- DĂĄttilo Wesley
- e Gomes Jerrian Oliveira
- e PĂ©rez RaĂșl Enriqu Pirela
- Edwards David P.
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- EspĂrito Santo NĂĄdia Barbosa
- EspĂrito-Santo Helder M.V.
- Fadini Rodrigo Ferreira
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Rodrigo Machado
- Feitosa Yuri
- Feldpausch Ted R.
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M.
- FlorĂȘncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M.
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina GuimarĂŁes
- FĂ©lix Nathalia Silva
- Galuch André V.
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves InĂȘs Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto ClĂĄudia G.
- Guedes Marcelino Carneiro
- Guedes Matheus L.
- Guerrero JesĂșs Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- GuimarĂŁes David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen TorbjĂžrn
- Hawes Joseph E.
- Hercos Alexandre
- HilĂĄrio Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- Irume Mariana VictĂłria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Koroiva Ricardo
- Krolow Tiago KĂŒtter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna JoĂŁo
- Laranjeiras Thiago Orsi
- Lasky Jesse R.
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G.
- Lees Alexander C.
- LeitĂŁo Rafael Pereira
- Levis Carolina
- LeĂŁo HĂngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima JĂŽnatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E.
- Mahood Simon
- Maia LaĂs Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Mariano Rodolfo
- Marimon Beatriz S.
- Marimon-Junior Ben Hur
- Marques Elineide E.
- Marsh Charles J.
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Martins Renato Tavares
- Massam Mike R.
- Matavelli Rodrigo
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros NatĂĄlia
- Melgaço Karina
- Melinski Ramiro DĂĄrio
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila RĂȘgo
- Mendes Raimundo N.G.
- Mendes Thiago Pereira
- Mendonça Fernando P.
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz A.M.
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras SĂ©rgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda PatrĂcia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro ClĂĄudio da Silva
- Monteiro MarcĂlia Gabriella Tavares
- Morandi Paulo S.
- Morato Elder Ferreira
- Moreira Felipe F.F.
- Mormul Roger Paulo
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O.
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato FlĂĄvia Alessandra da Silva
- Noriega Jorge Ari
- Noronha JanaĂna Costa
- Novo Evlyn MĂĄrcia Moraes de LeĂŁo
- Nunes Cassio A.
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos PĂ©rsi Dantas
- Obermuller FlĂĄvio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B.
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D.
- Oliveira Rodrigo Leonardo Costa de
- Oliveira SĂ©rgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira VĂvian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria InĂȘs S.
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Perdiz Ricardo de Oliveira
- Pereira Jorge Luiz da Silva
- Peres Carlos A.
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L.
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T.
- Pringle Elizabeth G.
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- PĂ©rez-Mayorga MarĂa AngĂ©lica
- Quaresma Adriano
- Queiroz Antonio C.M.
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F.
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Rodrigo Arison Barbosa
- Ribeiro Sabina Cerruto
- Ribeiro SĂ©rvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues TaĂs Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino LuĂs Miguel do Carmo
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L.
- s de Lima Robson Borge
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico FalcĂŁo
- SalomĂŁo Rafael P.
- SalomĂŁo Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana FlĂĄvia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto ClĂĄudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos CĂĄssia AnicĂĄ dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S.de M.
- Schietti Juliana
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Silva Brito JoĂĄs
- Silva Camila V.J.
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva OtĂĄvio Guilherme Morais da
- Silva Ricardo José da
- Silva Richarlly da Costa
- Silva Robson dos Santos Alves da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M.
- Silveira Luis FĂĄbio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V.
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Solar Ricardo
- Sousa Sidney AraĂșjo de
- Sousa Thaiane
- Souto Paula
- Souza FlĂĄvia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza MĂĄrcia Regina de
- Souza Priscila
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania PinzĂłn
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Publication venue
- Publication date
- 21/08/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear understanding of how ecological communities respond to environmental change across time and space.3,4 While the increasing availability of global databases on ecological communities has advanced our knowledge of biodiversity sensitivity to environmental changes,5,6,7 vast areas of the tropics remain understudied.8,9,10,11 In the American tropics, Amazonia stands out as the world's most diverse rainforest and the primary source of Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepresented in biodiversity databases.13,14,15 To worsen this situation, human-induced modifications16,17 may eliminate pieces of the Amazon's biodiversity puzzle before we can use them to understand how ecological communities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple organism groups in a machine learning model framework to map the research probability across the Brazilian Amazonia, while identifying the region's vulnerability to environmental change. 15%â18% of the most neglected areas in ecological research are expected to experience severe climate or land use changes by 2050. This means that unless we take immediate action, we will not be able to establish their current status, much less monitor how it is changing and what is being lost
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado LĂlian Lund
- Amaral DĂĄrio Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V
- AragĂŁo Luiz
- AragĂŁo Luiz
- Arantes Caroline C
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- AzevĂȘdo Carlos Augusto Silva de
- Baccaro Fabricio B
- Baccaro Fabricio B
- Baider ClĂĄudia
- Baker Timothy R
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar JoĂŁo
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo PitĂĄgoras C
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges SĂ©rgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara TĂĄbatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- CalvĂŁo Lenize Batista
- Camargo JosĂ© LuĂs
- Camargo PlĂnio Barbosa de
- Campana DĂ©bora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de SĂĄ
- Carreiras JoĂŁo
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L
- Carvalho Raquel L
- Casadei-Ferreira Alexandre
- Casatti LĂlian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro FlĂĄvio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva JĂșlius CĂ©sar
- Cerqueira Pablo Vieira
- Cintra Bruno BL
- Cochrane Mark A
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti FabrĂcio
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane AS
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia RC
- Costa Flavia RC
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa MarĂlia Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha MaĂra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R
- da Silva Gustavo Cardoso
- da Silva JĂșlia Santana
- da Silva Karina Dias
- da Silva LetĂcia Fernandes
- da Silva MĂĄrcio Joaquim
- da Silva Rogério Rosa
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque EmĂlia Zoppas
- de Brito Janaina Gomes
- de Faria FalcĂŁo JĂ©ssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende BethĂąnia Oliveira
- de Sousa Gorayeb InocĂȘncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S
- do Vale Julio Daniel
- Domingues Tomas F
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra DhĂąmyla Bruna de Souza
- Dutra Silvia LeitĂŁo
- DĂĄttilo Wesley
- dâHorta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e PĂ©rez RaĂșl Enriqu Pirela
- Edwards David P
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- EspĂrito Santo NĂĄdia Barbosa
- EspĂrito-Santo Helder MV
- Fadini Rodrigo Ferreira
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Rodrigo Machado
- Feitosa Yuri
- Feldpausch Ted R
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M
- FlorĂȘncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina GuimarĂŁes
- FĂ©lix Nathalia Silva
- Galuch André V
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves InĂȘs Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto ClĂĄudia G
- Guedes Marcelino Carneiro
- Guedes Matheus L
- Guedes Matheus L
- Guerrero JesĂșs Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- GuimarĂŁes David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen TorbjĂžrn
- Hawes Joseph E
- Hercos Alexandre
- HilĂĄrio Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- i Silva Pedro GiovĂąn da
- Irume Mariana VictĂłria
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Koroiva Ricardo
- Krolow Tiago KĂŒtter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna JoĂŁo
- Laranjeiras Thiago Orsi
- Lasky Jesse R
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G
- Leal Cecilia G
- Lees Alexander C
- Lees Alexander C
- LeitĂŁo Rafael Pereira
- Levis Carolina
- LeĂŁo HĂngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima JĂŽnatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E
- Mahood Simon
- Maia LaĂs Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Mariano Rodolfo
- Marimon Beatriz S
- Marimon-Junior Ben Hur
- Marques Elineide E
- Marsh Charles J
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Martins Renato Tavares
- Massam Mike R
- Matavelli Rodrigo
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros NatĂĄlia
- Melgaço Karina
- Melinski Ramiro DĂĄrio
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila RĂȘgo
- Mendes Raimundo NG
- Mendes Thiago Pereira
- Mendonça Fernando P
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz AM
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras SĂ©rgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda PatrĂcia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. ClĂĄudio da Silva
- Monteiro MarcĂlia Gabriella Tavares
- Morandi Paulo S
- Morato Elder Ferreira
- Moreira Felipe FF
- Mormul Roger Paulo
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R
- Moura Mario R
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O
- Nascimento Rodrigo O
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato FlĂĄvia Alessandra da Silva
- Noriega Jorge Ari
- Noronha JanaĂna Costa
- Novo Evlyn MĂĄrcia Moraes de LeĂŁo
- Nunes Cassio A
- Nunes Cassio A
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos PĂ©rsi Dantas
- Obermuller FlĂĄvio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D
- Oliveira Rodrigo Leonardo Costa de
- Oliveira SĂ©rgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira VĂvian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria InĂȘs S
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Perdiz Ricardo de Oliveira
- Pereira Jorge Luiz da Silva
- Peres Carlos A
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L
- Phillips Oliver L
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T
- Pringle Elizabeth G
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- PĂ©rez-Mayorga MarĂa AngĂ©lica
- Quaresma Adriano
- Queiroz Antonio CM
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F
- Resende Angelica F
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Rodrigo Arison Barbosa
- Ribeiro Sabina Cerruto
- Ribeiro SĂ©rvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues TaĂs Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino LuĂs Miguel do Carmo
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L
- s de Lima Robson Borge
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico FalcĂŁo
- SalomĂŁo Rafael P
- SalomĂŁo Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana FlĂĄvia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto ClĂĄudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos CĂĄssia AnicĂĄ dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S de M
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito JoĂĄs
- Silva Camila VJ
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva OtĂĄvio Guilherme Morais da
- Silva Ricardo José da
- Silva Richarlly da Costa
- Silva Robson dos Santos Alves da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M
- Silveira Juliana M
- Silveira Luis FĂĄbio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Solar Ricardo
- Sousa Sidney AraĂșjo de
- Sousa Thaiane
- Souto Paula
- Souza FlĂĄvia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza MĂĄrcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania PinzĂłn
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M
- Venticinque Eduardo M
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Ima CĂ©lia GuimarĂŁes
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Elsevier (Cell Press)
- Publication date
- 19/07/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear understanding of how ecological communities respond to environmental change across time and space.3,4 While the increasing availability of global databases on ecological communities has advanced our knowledge of biodiversity sensitivity to environmental changes,5,6,7 vast areas of the tropics remain understudied.8,9,10,11 In the American tropics, Amazonia stands out as the world's most diverse rainforest and the primary source of Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepresented in biodiversity databases.13,14,15 To worsen this situation, human-induced modifications16,17 may eliminate pieces of the Amazon's biodiversity puzzle before we can use them to understand how ecological communities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple organism groups in a machine learning model framework to map the research probability across the Brazilian Amazonia, while identifying the region's vulnerability to environmental change. 15%â18% of the most neglected areas in ecological research are expected to experience severe climate or land use changes by 2050. This means that unless we take immediate action, we will not be able to establish their current status, much less monitor how it is changing and what is being lost