New Results
plantMASST - Community-driven chemotaxonomic digitization of plants
View ORCID ProfilePaulo Wender P. Gomes, View ORCID ProfileHelena Mannochio-Russo, View ORCID ProfileRobin Schmid, View ORCID ProfileSimone Zuffa, View ORCID ProfileTito Damiani, View ORCID ProfileLuis-Manuel Quiros-Guerrero, View ORCID ProfileAndrés Mauricio Caraballo-Rodríguez, View ORCID ProfileHaoqi Nina Zhao, View ORCID ProfileHeejung Yang, View ORCID ProfileShipei Xing, Vincent Charron-Lamoureux, View ORCID ProfileDesnor N. Chigumba, Brian E. Sedio, View ORCID ProfileJonathan A. Myers, View ORCID ProfilePierre-Marie Allard, View ORCID ProfileThomas V. Harwood, Giselle Tamayo-Castillo, View ORCID ProfileKyo Bin Kang, View ORCID ProfileEmmanuel Defossez, View ORCID ProfileHector H. F. Koolen, Milton Nascimento da Silva, Consuelo Yumiko Yoshioka e Silva, Sergio Rasmann, View ORCID ProfileTom W. N. Walker, Gaëtan Glauser, View ORCID ProfileJosé Miguel Chaves-Fallas, View ORCID ProfileBruno David, View ORCID ProfileHyunwoo Kim, Kyu Hyeong Lee, Myeong Ji Kim, Won Jun Choi, View ORCID ProfileYoung-Sam Keum, View ORCID ProfileEmilly J. S. P. de Lima, View ORCID ProfileLívia Soman de Medeiros, Giovana A. Bataglion, Emmanoel V. Costa, View ORCID ProfileFelipe M. A. da Silva, View ORCID ProfileAlice Rhelly V. Carvalho, View ORCID ProfileJosé Diogo E. Reis, Sônia Pamplona, View ORCID ProfileEunah Jeong, Kyungha Lee, View ORCID ProfileGeum Jin Kim, Yun-Seo Kil, View ORCID ProfileJoo-Won Nam, View ORCID ProfileHyukjae Choi, Yoo Kyong Han, Si Young Park, View ORCID ProfileKi Yong Lee, Changling Hu, Yilun Dong, Shengmin Sang, View ORCID ProfileColin R. Morrison, View ORCID ProfileRicardo Moreira Borges, Andrew Magno Teixeira, Seo Yoon Lee, Bum Soo Lee, Se Yun Jeong, View ORCID ProfileKi Hyun Kim, View ORCID ProfileAdriano Rutz, View ORCID ProfileArnaud Gaudry, View ORCID ProfileEdouard Bruelhart, View ORCID ProfileIris F. Kappers, View ORCID ProfileRumyana Karlova, View ORCID ProfileMara Meisenburg, Roland Berdaguer, View ORCID ProfileJ. Sebastián Tello, View ORCID ProfileDavid Henderson, Leslie Cayola, View ORCID ProfileS. Joseph Wright, View ORCID ProfileDavid N. Allen, View ORCID ProfileKristina J. Anderson-Teixeira, View ORCID ProfileJennifer L. Baltzer, View ORCID ProfileJames A. Lutz, Sean M. McMahon, Geoffrey G. Parker, View ORCID ProfileJohn D. Parker, View ORCID ProfileTrent R. Northen, View ORCID ProfileBenjamin P. Bowen, View ORCID ProfileTomáš Pluskal, View ORCID ProfileJustin J. J. van der Hooft, View ORCID ProfileJeremy J. Carver, View ORCID ProfileNuno Bandeira, View ORCID ProfileBenjamin S. Pullman, View ORCID ProfileJean-Luc Wolfender, View ORCID ProfileRoland D. Kersten, Mingxun Wang, Pieter C. Dorrestein
doi: https://doi.org/10.1101/2024.05.13.593988
Paulo Wender P. Gomes
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Helena Mannochio-Russo
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Robin Schmid
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
3Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic,
Simone Zuffa
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Tito Damiani
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
3Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic,
Luis-Manuel Quiros-Guerrero
4Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU, 1211 Geneva, Switzerland,
5School of Pharmaceutical Sciences, University of Geneva, CMU, 1211 Geneva, Switzerland,
Andrés Mauricio Caraballo-Rodríguez
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Haoqi Nina Zhao
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Heejung Yang
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
6College of Pharmacy, Kangwon National University, Chuncheon, Republic of Korea,
Shipei Xing
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Vincent Charron-Lamoureux
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Desnor N. Chigumba
7Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA,
8Program in Chemical Biology, University of Michigan, Ann Arbor, MI, USA,
Brian E. Sedio
9Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA,
10Smithsonian Tropical Research Institute, Republic of Panama,
Jonathan A. Myers
11Department of Biology, Washington University in St. Louis, St. Louis, MO, USA,
Pierre-Marie Allard
12Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland,
Thomas V. Harwood
13The DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, One Cyclotron Road, Berkeley, CA, 94720, United States,
Giselle Tamayo-Castillo
14Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José 11501–2060, Costa Rica,
15Escuela de Química, Universidad de Costa Rica, 2061 San José, Costa Rica,
Kyo Bin Kang
16College of Pharmacy and Research Institute of Pharmaceutical Sciences, Sookmyung Women’s University, Seoul, Republic of Korea,
Emmanuel Defossez
17Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland,
18Botanical garden of Neuchâtel,
Hector H. F. Koolen
19University of the State of Amazonas, Manaus, Brazil,
Milton Nascimento da Silva
20Laboratory of Liquid Chromatography, Federal University of Pará, Belém 66075-110, Brazil,
21Institute of Exact and Natural Sciences, Federal University of Pará, Belém 66075-110, Brazil,
Consuelo Yumiko Yoshioka e Silva
20Laboratory of Liquid Chromatography, Federal University of Pará, Belém 66075-110, Brazil,
22Institute of Health Sciences, Faculty of Pharmacy, Federal University of Pará, Belém 66075-110, Brazil,
Sergio Rasmann
17Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland,
Tom W. N. Walker
17Institute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland,
Gaëtan Glauser
23Neuchâtel Platform of Analytical Chemistry, University of Neuchâtel, 2000 Neuchâtel, Switzerland,
José Miguel Chaves-Fallas
14Centro de Investigaciones en Productos Naturales (CIPRONA), Universidad de Costa Rica, San José 11501–2060, Costa Rica,
24Department of Biology and Whitney R. Harris World Ecology Center, University of Missouri-St. Louis, St. Louis, MO 63121, USA,
Bruno David
25Green Mission Pierre Fabre, Institut de Recherche Pierre Fabre, 3 Avenue Hubert Curien, BP 13562, 31562 Toulouse, France,
Hyunwoo Kim
26College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University, 32, Dongguk-ro, Goyang, Gyeonggi-do 10326, Korea,
Kyu Hyeong Lee
26College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University, 32, Dongguk-ro, Goyang, Gyeonggi-do 10326, Korea,
Myeong Ji Kim
26College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University, 32, Dongguk-ro, Goyang, Gyeonggi-do 10326, Korea,
Won Jun Choi
26College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University, 32, Dongguk-ro, Goyang, Gyeonggi-do 10326, Korea,
Young-Sam Keum
26College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University, 32, Dongguk-ro, Goyang, Gyeonggi-do 10326, Korea,
Emilly J. S. P. de Lima
19University of the State of Amazonas, Manaus, Brazil,
Lívia Soman de Medeiros
27Federal University of São Paulo, Diadema, Brazil,
28Department of Chemistry, Federal University of São Paulo, Diadema, SP, 09972-270, Brazil,
Giovana A. Bataglion
29Federal University of Amazonas, Manaus, Brazil,
Emmanoel V. Costa
29Federal University of Amazonas, Manaus, Brazil,
Felipe M. A. da Silva
29Federal University of Amazonas, Manaus, Brazil,
Alice Rhelly V. Carvalho
20Laboratory of Liquid Chromatography, Federal University of Pará, Belém 66075-110, Brazil,
22Institute of Health Sciences, Faculty of Pharmacy, Federal University of Pará, Belém 66075-110, Brazil,
José Diogo E. Reis
20Laboratory of Liquid Chromatography, Federal University of Pará, Belém 66075-110, Brazil,
21Institute of Exact and Natural Sciences, Federal University of Pará, Belém 66075-110, Brazil,
Sônia Pamplona
20Laboratory of Liquid Chromatography, Federal University of Pará, Belém 66075-110, Brazil,
21Institute of Exact and Natural Sciences, Federal University of Pará, Belém 66075-110, Brazil,
Eunah Jeong
16College of Pharmacy and Research Institute of Pharmaceutical Sciences, Sookmyung Women’s University, Seoul, Republic of Korea,
Kyungha Lee
16College of Pharmacy and Research Institute of Pharmaceutical Sciences, Sookmyung Women’s University, Seoul, Republic of Korea,
Geum Jin Kim
30Department of Pharmacology, College of Medicine, Dongguk University, Gyeongju, Gyeongsangbuk-do, Republic of Korea,
31Research Institute of Cell Culture, Yeungnam University, Gyeongsan, Republic of Korea,
Yun-Seo Kil
32College of Pharmacy, Yeungnam University, Gyeongsan, Republic of Korea,
33College of Pharmacy and Inje Institute of Pharmaceutical Sciences and Research, Inje University, Gimhae, Gyeongnam 50834, Republic of Korea,
Joo-Won Nam
32College of Pharmacy, Yeungnam University, Gyeongsan, Republic of Korea,
34Core Research Support Center for Natural Products and Medical Materials, Yeungnam University, Gyeongsan, Republic of Korea,
Hyukjae Choi
32College of Pharmacy, Yeungnam University, Gyeongsan, Republic of Korea,
31Research Institute of Cell Culture, Yeungnam University, Gyeongsan, Republic of Korea,
34Core Research Support Center for Natural Products and Medical Materials, Yeungnam University, Gyeongsan, Republic of Korea,
Yoo Kyong Han
35College of Pharmacy, Korea University, Sejong, Republic of Korea,
Si Young Park
35College of Pharmacy, Korea University, Sejong, Republic of Korea,
Ki Yong Lee
35College of Pharmacy, Korea University, Sejong, Republic of Korea,
Changling Hu
36Laboratory for Functional Foods and Human Health, Center for Excellence in Post-Harvest Technologies, North Carolina Agricultural and Technical State University, North Carolina Research Campus, Kannapolis, NC, USA,
Yilun Dong
36Laboratory for Functional Foods and Human Health, Center for Excellence in Post-Harvest Technologies, North Carolina Agricultural and Technical State University, North Carolina Research Campus, Kannapolis, NC, USA,
Shengmin Sang
36Laboratory for Functional Foods and Human Health, Center for Excellence in Post-Harvest Technologies, North Carolina Agricultural and Technical State University, North Carolina Research Campus, Kannapolis, NC, USA,
Colin R. Morrison
9Department of Integrative Biology, University of Texas at Austin, Austin, TX, USA,
37Brackenridge Field Laboratory, University of Texas at Austin, Austin, TX, USA,
Ricardo Moreira Borges
38Walter Mors Institute of Research on Natural Products, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil,
Andrew Magno Teixeira
38Walter Mors Institute of Research on Natural Products, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil,
Seo Yoon Lee
39School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea,
Bum Soo Lee
39School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea,
Se Yun Jeong
39School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea,
Ki Hyun Kim
39School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea,
Adriano Rutz
4Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU, 1211 Geneva, Switzerland,
5School of Pharmaceutical Sciences, University of Geneva, CMU, 1211 Geneva, Switzerland,
40Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland,
Arnaud Gaudry
4Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU, 1211 Geneva, Switzerland,
5School of Pharmaceutical Sciences, University of Geneva, CMU, 1211 Geneva, Switzerland,
Edouard Bruelhart
12Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland,
Iris F. Kappers
41Laboratory of Plant Physiology, Plant Sciences Group, Wageningen University, Wageningen, The Netherlands,
Rumyana Karlova
41Laboratory of Plant Physiology, Plant Sciences Group, Wageningen University, Wageningen, The Netherlands,
Mara Meisenburg
41Laboratory of Plant Physiology, Plant Sciences Group, Wageningen University, Wageningen, The Netherlands,
Roland Berdaguer
41Laboratory of Plant Physiology, Plant Sciences Group, Wageningen University, Wageningen, The Netherlands,
J. Sebastián Tello
42Latin America Department, Missouri Botanical Garden, St. Louis, MO, USA,
David Henderson
11Department of Biology, Washington University in St. Louis, St. Louis, MO, USA,
43Missouri Botanical Garden, St. Louis, MO, USA,
Leslie Cayola
44Herbario Nacional de Bolivia, Universidad Mayor de San Andrés, La Paz, Bolivia,
S. Joseph Wright
45Smithsonian Tropical Research Institute, Balboa, Republic of Panama,
David N. Allen
46Department of Biology, Middlebury College, Middlebury, VT, USA,
Kristina J. Anderson-Teixeira
47Conservation Ecology Center, Smithsonian’s National Zoo & Conservation Biology Institute, Front Royal, VA, USA,
Jennifer L. Baltzer
48Department of Biology, Wilfrid Laurier University, Waterloo, ON, Canada,
James A. Lutz
49Department of Wildland Resources, Utah State University, Logan, UT, USA,
Sean M. McMahon
50Smithsonian Environmental Research Center, Edgewater, MD, USA,
51Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City, Panama,
Geoffrey G. Parker
52Forest Ecology Group, Smithsonian Environmental Research Center, Edgewater, MD, USA,
John D. Parker
52Forest Ecology Group, Smithsonian Environmental Research Center, Edgewater, MD, USA,
Trent R. Northen
53Environmental Genomics and Systems Biology Division and the DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, United States,
Benjamin P. Bowen
53Environmental Genomics and Systems Biology Division and the DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, United States,
Tomáš Pluskal
3Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic,
Justin J. J. van der Hooft
54Bioinformatics Group, Wageningen University & Research, 6708 PB Wageningen, the Netherlands,
55Department of Biochemistry, University of Johannesburg, Johannesburg 2006, South Africa,
Jeremy J. Carver
56Center for Computational Mass Spectrometry, Department of Computer Science and Engineering, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego 92093-0404, United States,
Nuno Bandeira
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Benjamin S. Pullman
56Center for Computational Mass Spectrometry, Department of Computer Science and Engineering, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego 92093-0404, United States,
Jean-Luc Wolfender
4Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU, 1211 Geneva, Switzerland,
5School of Pharmaceutical Sciences, University of Geneva, CMU, 1211 Geneva, Switzerland,
Roland D. Kersten
7Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA,
Mingxun Wang
57Department of Computer Science, University of California Riverside, Riverside, CA, 92521, United States
Pieter C. Dorrestein
1Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
2Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA,
Abstract
Understanding the distribution of hundreds of thousands of plant metabolites across the plant kingdom presents a challenge. To address this, we curated publicly available LC-MS/MS data from 19,075 plant extracts and developed the plantMASST reference database encompassing 246 botanical families, 1,469 genera, and 2,793 species. This taxonomically focused database facilitates the exploration of plant-derived molecules using tandem mass spectrometry (MS/MS) spectra. This tool will aid in drug discovery, biosynthesis, (chemo)taxonomy, and the evolutionary ecology of herbivore interactions.
Competing Interest Statement
P.C.D. is a scientific advisor and holds equity in Cybele and bileOmix, and he is a Scientific Co- founder, and advisor and holds equity in Ometa, Arome, and Enveda with prior approval by UC- San Diego. T.R.N. is a scientific advisor and holds equity in BrightSeed Bio. J.J.J.v.d.H. is a member of the Scientific Advisory Board of NAICONS Srl., Milano, Italy, and consults for Corteva Agriscience, Indianapolis, IN, USA. R.S. and T.P. are co-founders of mzio GmbH, Bremen, Germany.
Data availability
Data used to generate the reference database of plantMASST are publicly available at GNPS/MassIVE (https://massive.ucsd.edu/). A list with all the accession numbers (MassIVE IDs) of the studies used to generate this tool is available on GitHub (https://github.com/helenamrusso/plantmasst, plant_masst_table.csv). All the taxonomic trees shown in this manuscript can be interactively explored by downloading the .html files available on GitHub (https://github.com/helenamrusso/plantmasst). To help interpret and establish that distinct plant species’ small molecules were only found, known molecules already present in the GNPS library (https://library.gnps2.org/) were employed.
- Moroidin (CCMSLIB00005435737)
- Piperlongumine (CCMSLIB00010117596)
- Caffeine (CCMSLIB00006365672)
- Quercetin (CCMSLIB00010118464)
- Morin (CCMSLIB00010122829)
- Reserpine (CCMSLIB00010110971)
- Icaridin (CCMSLIB00000565057)
- Lutein (CCMSLIB00005777353)
- Methoxsalen (CCMSLIB00006417040)
- Cannabidiol (CCMSLIB00009943776)
- Tryptophan (CCMSLIB00003136269)
- Acetylcholine (CCMSLIB00000578035)
- Dopamine (CCMSLIB00006121682)
- GABA (CCMSLIB00000215050)
- Glutamate (CCMSLIB00000081783)
- Norepinephrine (CCMSLIB00000219763)
- Serotonin (CCMSLIB00006114036)
- THC (CCMSLIB00005774204)
- Tryptamine (CCMSLIB00004693658)
Data used to search for plant-derived molecules (Figure 2c) from fecal samples of vegans and omnivores is publicly available in GNPS/MassIVE under the accession number MSV000086989. Data used to assess plant-derived molecules in fecal samples from people subjected to an American and Mediterranean diet is publicly available in GNPS/MassIVE under the accession number MSV000093005. Data acquired for retention time matching between piperlongumine standard and plant extracts is available in GNPS/MassIVE under the accession number MSV000094562.
Copyright
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
Posted May 15, 2024.
plantMASST - Community-driven chemotaxonomic digitization of plants
Paulo Wender P. Gomes, Helena Mannochio-Russo, Robin Schmid, Simone Zuffa, Tito Damiani, Luis-Manuel Quiros-Guerrero, Andrés Mauricio Caraballo-Rodríguez, Haoqi Nina Zhao, Heejung Yang, Shipei Xing, Vincent Charron-Lamoureux, Desnor N. Chigumba, Brian E. Sedio, Jonathan A. Myers, Pierre-Marie Allard, Thomas V. Harwood, Giselle Tamayo-Castillo, Kyo Bin Kang, Emmanuel Defossez, Hector H. F. Koolen, Milton Nascimento da Silva, Consuelo Yumiko Yoshioka e Silva, Sergio Rasmann, Tom W. N. Walker, Gaëtan Glauser, José Miguel Chaves-Fallas, Bruno David, Hyunwoo Kim, Kyu Hyeong Lee, Myeong Ji Kim, Won Jun Choi, Young-Sam Keum, Emilly J. S. P. de Lima, Lívia Soman de Medeiros, Giovana A. Bataglion, Emmanoel V. Costa, Felipe M. A. da Silva, Alice Rhelly V. Carvalho, José Diogo E. Reis, Sônia Pamplona, Eunah Jeong, Kyungha Lee, Geum Jin Kim, Yun-Seo Kil, Joo-Won Nam, Hyukjae Choi, Yoo Kyong Han, Si Young Park, Ki Yong Lee, Changling Hu, Yilun Dong, Shengmin Sang, Colin R. Morrison, Ricardo Moreira Borges, Andrew Magno Teixeira, Seo Yoon Lee, Bum Soo Lee, Se Yun Jeong, Ki Hyun Kim, Adriano Rutz, Arnaud Gaudry, Edouard Bruelhart, Iris F. Kappers, Rumyana Karlova, Mara Meisenburg, Roland Berdaguer, J. Sebastián Tello, David Henderson, Leslie Cayola, S. Joseph Wright, David N. Allen, Kristina J. Anderson-Teixeira, Jennifer L. Baltzer, James A. Lutz, Sean M. McMahon, Geoffrey G. Parker, John D. Parker, Trent R. Northen, Benjamin P. Bowen, Tomáš Pluskal, Justin J. J. van der Hooft, Jeremy J. Carver, Nuno Bandeira, Benjamin S. Pullman, Jean-Luc Wolfender, Roland D. Kersten, Mingxun Wang, Pieter C. Dorrestein
bioRxiv 2024.05.13.593988; doi: https://doi.org/10.1101/2024.05.13.593988
plantMASST - Community-driven chemotaxonomic digitization of plants
Paulo Wender P. Gomes, Helena Mannochio-Russo, Robin Schmid, Simone Zuffa, Tito Damiani, Luis-Manuel Quiros-Guerrero, Andrés Mauricio Caraballo-Rodríguez, Haoqi Nina Zhao, Heejung Yang, Shipei Xing, Vincent Charron-Lamoureux, Desnor N. Chigumba, Brian E. Sedio, Jonathan A. Myers, Pierre-Marie Allard, Thomas V. Harwood, Giselle Tamayo-Castillo, Kyo Bin Kang, Emmanuel Defossez, Hector H. F. Koolen, Milton Nascimento da Silva, Consuelo Yumiko Yoshioka e Silva, Sergio Rasmann, Tom W. N. Walker, Gaëtan Glauser, José Miguel Chaves-Fallas, Bruno David, Hyunwoo Kim, Kyu Hyeong Lee, Myeong Ji Kim, Won Jun Choi, Young-Sam Keum, Emilly J. S. P. de Lima, Lívia Soman de Medeiros, Giovana A. Bataglion, Emmanoel V. Costa, Felipe M. A. da Silva, Alice Rhelly V. Carvalho, José Diogo E. Reis, Sônia Pamplona, Eunah Jeong, Kyungha Lee, Geum Jin Kim, Yun-Seo Kil, Joo-Won Nam, Hyukjae Choi, Yoo Kyong Han, Si Young Park, Ki Yong Lee, Changling Hu, Yilun Dong, Shengmin Sang, Colin R. Morrison, Ricardo Moreira Borges, Andrew Magno Teixeira, Seo Yoon Lee, Bum Soo Lee, Se Yun Jeong, Ki Hyun Kim, Adriano Rutz, Arnaud Gaudry, Edouard Bruelhart, Iris F. Kappers, Rumyana Karlova, Mara Meisenburg, Roland Berdaguer, J. Sebastián Tello, David Henderson, Leslie Cayola, S. Joseph Wright, David N. Allen, Kristina J. Anderson-Teixeira, Jennifer L. Baltzer, James A. Lutz, Sean M. McMahon, Geoffrey G. Parker, John D. Parker, Trent R. Northen, Benjamin P. Bowen, Tomáš Pluskal, Justin J. J. van der Hooft, Jeremy J. Carver, Nuno Bandeira, Benjamin S. Pullman, Jean-Luc Wolfender, Roland D. Kersten, Mingxun Wang, Pieter C. Dorrestein
bioRxiv 2024.05.13.593988; doi: https://doi.org/10.1101/2024.05.13.593988
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