Current Challenges in Plant Eco-Metabolomics
Peters K, Worrich A, Weinhold A, Alka O, Balcke G, Birkemeyer C, Bruelheide H, Calf O, Dietz S, Dührkop K, Gaquerel E, et al. (2018)
International Journal of Molecular Sciences 19(5): 1385.
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| Veröffentlicht | Englisch
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ijms-19-01385-with-cover.pdf
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Autor*in
Peters, Kristian;
Worrich, Anja;
Weinhold, Alexander;
Alka, Oliver;
Balcke, Gerd;
Birkemeyer, Claudia;
Bruelheide, Helge;
Calf, Onno;
Dietz, Sophie;
Dührkop, Kai;
Gaquerel, Emmanuel;
Heinig, Uwe
Alle
Alle
Einrichtung
Abstract / Bemerkung
The relatively new research discipline of Eco-Metabolomics is the application of metabolomics techniques to ecology with the aim to characterise biochemical interactions of organisms across different spatial and temporal scales. Metabolomics is an untargeted biochemical approach to measure many thousands of metabolites in different species, including plants and animals. Changes in metabolite concentrations can provide mechanistic evidence for biochemical processes that are relevant at ecological scales. These include physiological, phenotypic and morphological responses of plants and communities to environmental changes and also interactions with other organisms. Traditionally, research in biochemistry and ecology comes from two different directions and is performed at distinct spatiotemporal scales. Biochemical studies most often focus on intrinsic processes in individuals at physiological and cellular scales. Generally, they take a bottom-up approach scaling up cellular processes from spatiotemporally fine to coarser scales. Ecological studies usually focus on extrinsic processes acting upon organisms at population and community scales and typically study top-down and bottom-up processes in combination. Eco-Metabolomics is a transdisciplinary research discipline that links biochemistry and ecology and connects the distinct spatiotemporal scales. In this review, we focus on approaches to study chemical and biochemical interactions of plants at various ecological levels, mainly plant–organismal interactions, and discuss related examples from other domains. We present recent developments and highlight advancements in Eco-Metabolomics over the last decade from various angles. We further address the five key challenges: (1) complex experimental designs and large variation of metabolite profiles; (2) feature extraction; (3) metabolite identification; (4) statistical analyses; and (5) bioinformatics software tools and workflows. The presented solutions to these challenges will advance connecting the distinct spatiotemporal scales and bridging biochemistry and ecology.
Erscheinungsjahr
2018
Zeitschriftentitel
International Journal of Molecular Sciences
Band
19
Ausgabe
5
Art.-Nr.
1385
Urheberrecht / Lizenzen
ISSN
1422-0067
eISSN
1422-0067
Page URI
https://pub.uni-bielefeld.de/record/2919671
Zitieren
Peters K, Worrich A, Weinhold A, et al. Current Challenges in Plant Eco-Metabolomics. International Journal of Molecular Sciences. 2018;19(5): 1385.
Peters, K., Worrich, A., Weinhold, A., Alka, O., Balcke, G., Birkemeyer, C., Bruelheide, H., et al. (2018). Current Challenges in Plant Eco-Metabolomics. International Journal of Molecular Sciences, 19(5), 1385. https://doi.org/10.3390/ijms19051385
Peters, Kristian, Worrich, Anja, Weinhold, Alexander, Alka, Oliver, Balcke, Gerd, Birkemeyer, Claudia, Bruelheide, Helge, et al. 2018. “Current Challenges in Plant Eco-Metabolomics”. International Journal of Molecular Sciences 19 (5): 1385.
Peters, K., Worrich, A., Weinhold, A., Alka, O., Balcke, G., Birkemeyer, C., Bruelheide, H., Calf, O., Dietz, S., Dührkop, K., et al. (2018). Current Challenges in Plant Eco-Metabolomics. International Journal of Molecular Sciences 19:1385.
Peters, K., et al., 2018. Current Challenges in Plant Eco-Metabolomics. International Journal of Molecular Sciences, 19(5): 1385.
K. Peters, et al., “Current Challenges in Plant Eco-Metabolomics”, International Journal of Molecular Sciences, vol. 19, 2018, : 1385.
Peters, K., Worrich, A., Weinhold, A., Alka, O., Balcke, G., Birkemeyer, C., Bruelheide, H., Calf, O., Dietz, S., Dührkop, K., Gaquerel, E., Heinig, U., Kücklich, M., Macel, M., Müller, C., Poeschl, Y., Pohnert, G., Ristok, C., Rodríguez, V., Ruttkies, C., Schuman, M., Schweiger, R., Shahaf, N., Steinbeck, C., Tortosa, M., Treutler, H., Ueberschaar, N., Velasco, P., Weiß, B., Widdig, A., Neumann, S., Dam, N.: Current Challenges in Plant Eco-Metabolomics. International Journal of Molecular Sciences. 19, : 1385 (2018).
Peters, Kristian, Worrich, Anja, Weinhold, Alexander, Alka, Oliver, Balcke, Gerd, Birkemeyer, Claudia, Bruelheide, Helge, Calf, Onno, Dietz, Sophie, Dührkop, Kai, Gaquerel, Emmanuel, Heinig, Uwe, Kücklich, Marlen, Macel, Mirka, Müller, Caroline, Poeschl, Yvonne, Pohnert, Georg, Ristok, Christian, Rodríguez, Victor, Ruttkies, Christoph, Schuman, Meredith, Schweiger, Rabea, Shahaf, Nir, Steinbeck, Christoph, Tortosa, Maria, Treutler, Hendrik, Ueberschaar, Nico, Velasco, Pablo, Weiß, Brigitte, Widdig, Anja, Neumann, Steffen, and Dam, Nicole. “Current Challenges in Plant Eco-Metabolomics”. International Journal of Molecular Sciences 19.5 (2018): 1385.
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Rivas-Ubach A, Sardans J, Hodar JA, Garcia-Porta J, Guenther A, Pasa-Tolic L, Oravec M, Urban O, Penuelas J., Ecol Evol 7(21), 2017
PMID: 29152192
Sources of variation in foliar secondary chemistry in a tropical forest tree community.
Sedio BE, Rojas Echeverri JC, Boya P CA, Wright SJ., Ecology 98(3), 2017
PMID: 27984635
Sedio BE, Rojas Echeverri JC, Boya P CA, Wright SJ., Ecology 98(3), 2017
PMID: 27984635
Fine-tuning the 'plant domestication-reduced defense' hypothesis: specialist vs generalist herbivores.
Gaillard MDP, Glauser G, Robert CAM, Turlings TCJ., New Phytol. 217(1), 2017
PMID: 28877341
Gaillard MDP, Glauser G, Robert CAM, Turlings TCJ., New Phytol. 217(1), 2017
PMID: 28877341
Navigating natural variation in herbivory-induced secondary metabolism in coyote tobacco populations using MS/MS structural analysis.
Li D, Baldwin IT, Gaquerel E., Proc. Natl. Acad. Sci. U.S.A. 112(30), 2015
PMID: 26170304
Li D, Baldwin IT, Gaquerel E., Proc. Natl. Acad. Sci. U.S.A. 112(30), 2015
PMID: 26170304
Phytochemical diversity drives plant-insect community diversity.
Richards LA, Dyer LA, Forister ML, Smilanich AM, Dodson CD, Leonard MD, Jeffrey CS., Proc. Natl. Acad. Sci. U.S.A. 112(35), 2015
PMID: 26283384
Richards LA, Dyer LA, Forister ML, Smilanich AM, Dodson CD, Leonard MD, Jeffrey CS., Proc. Natl. Acad. Sci. U.S.A. 112(35), 2015
PMID: 26283384
The Impact of Competition and Allelopathy on the Trade-Off between Plant Defense and Growth in Two Contrasting Tree Species.
Fernandez C, Monnier Y, Santonja M, Gallet C, Weston LA, Prevosto B, Saunier A, Baldy V, Bousquet-Melou A., Front Plant Sci 7(), 2016
PMID: 27200062
Fernandez C, Monnier Y, Santonja M, Gallet C, Weston LA, Prevosto B, Saunier A, Baldy V, Bousquet-Melou A., Front Plant Sci 7(), 2016
PMID: 27200062
Light and Nutrient Dependent Responses in Secondary Metabolites of Plantago lanceolata Offspring Are Due to Phenotypic Plasticity in Experimental Grasslands.
Miehe-Steier A, Roscher C, Reichelt M, Gershenzon J, Unsicker SB., PLoS ONE 10(9), 2015
PMID: 26336100
Miehe-Steier A, Roscher C, Reichelt M, Gershenzon J, Unsicker SB., PLoS ONE 10(9), 2015
PMID: 26336100
Metabolomics and proteomics reveal impacts of chemically mediated competition on marine plankton.
Poulson-Ellestad KL, Jones CM, Roy J, Viant MR, Fernandez FM, Kubanek J, Nunn BL., Proc. Natl. Acad. Sci. U.S.A. 111(24), 2014
PMID: 24889616
Poulson-Ellestad KL, Jones CM, Roy J, Viant MR, Fernandez FM, Kubanek J, Nunn BL., Proc. Natl. Acad. Sci. U.S.A. 111(24), 2014
PMID: 24889616
Temporal variation of flower scent in Silene otites (Caryophyllaceae): a species with a mixed pollination system
DOTTERL S, JAHREIß K, JHUMUR US, JURGENS A., Bot. J. Linn. Soc. 169(3), 2012
PMID: IND44735019
DOTTERL S, JAHREIß K, JHUMUR US, JURGENS A., Bot. J. Linn. Soc. 169(3), 2012
PMID: IND44735019
Warming differentially influences the effects of drought on stoichiometry and metabolomics in shoots and roots.
Gargallo-Garriga A, Sardans J, Perez-Trujillo M, Oravec M, Urban O, Jentsch A, Kreyling J, Beierkuhnlein C, Parella T, Penuelas J., New Phytol. 207(3), 2015
PMID: 25772030
Gargallo-Garriga A, Sardans J, Perez-Trujillo M, Oravec M, Urban O, Jentsch A, Kreyling J, Beierkuhnlein C, Parella T, Penuelas J., New Phytol. 207(3), 2015
PMID: 25772030
Shifts in plant foliar and floral metabolomes in response to the suppression of the associated microbiota.
Gargallo-Garriga A, Sardans J, Perez-Trujillo M, Guenther A, Llusia J, Rico L, Terradas J, Farre-Armengol G, Filella I, Parella T, Penuelas J., BMC Plant Biol. 16(), 2016
PMID: 27048394
Gargallo-Garriga A, Sardans J, Perez-Trujillo M, Guenther A, Llusia J, Rico L, Terradas J, Farre-Armengol G, Filella I, Parella T, Penuelas J., BMC Plant Biol. 16(), 2016
PMID: 27048394
A coastal and an interior Douglas fir provenance exhibit different metabolic strategies to deal with drought stress.
Du B, Jansen K, Kleiber A, Eiblmeier M, Kammerer B, Ensminger I, Gessler A, Rennenberg H, Kreuzwieser J., Tree Physiol. 36(2), 2015
PMID: 26491053
Du B, Jansen K, Kleiber A, Eiblmeier M, Kammerer B, Ensminger I, Gessler A, Rennenberg H, Kreuzwieser J., Tree Physiol. 36(2), 2015
PMID: 26491053
Metabolic profiling identifies trehalose as an abundant and diurnally fluctuating metabolite in the microalga Ostreococcus tauri.
Hirth M, Liverani S, Mahlow S, Bouget FY, Pohnert G, Sasso S., Metabolomics 13(6), 2017
PMID: 28473745
Hirth M, Liverani S, Mahlow S, Bouget FY, Pohnert G, Sasso S., Metabolomics 13(6), 2017
PMID: 28473745
Metabolic Profiling and Identification of Shikonins in Root Periderm of Two Invasive Echium spp. Weeds in Australia.
Skoneczny D, Weston PA, Zhu X, Gurr GM, Callaway RM, Barrow RA, Weston LA., Molecules 22(2), 2017
PMID: 28230806
Skoneczny D, Weston PA, Zhu X, Gurr GM, Callaway RM, Barrow RA, Weston LA., Molecules 22(2), 2017
PMID: 28230806
Intra-Population Variation of Secondary Metabolites in Cistus ladanifer L.
Valares Masa C, Alias Gallego JC, Chaves Lobon N, Sosa Diaz T., Molecules 21(7), 2016
PMID: 27455211
Valares Masa C, Alias Gallego JC, Chaves Lobon N, Sosa Diaz T., Molecules 21(7), 2016
PMID: 27455211
Release of ecologically relevant metabolites by the cyanobacterium Synechococcus elongates CCMP 1631.
Fiore CL, Longnecker K, Kido Soule MC, Kujawinski EB., Environ. Microbiol. 17(10), 2015
PMID: 25970745
Fiore CL, Longnecker K, Kido Soule MC, Kujawinski EB., Environ. Microbiol. 17(10), 2015
PMID: 25970745
Plastic responses in the metabolome and functional traits of maize plants to temperature variations.
Sun CX, Gao XX, Li MQ, Fu JQ, Zhang YL., Plant Biol (Stuttg) 18(2), 2015
PMID: 26280133
Sun CX, Gao XX, Li MQ, Fu JQ, Zhang YL., Plant Biol (Stuttg) 18(2), 2015
PMID: 26280133
Metabolic Fingerprinting to Assess the Impact of Salinity on Carotenoid Content in Developing Tomato Fruits.
Van Meulebroek L, Hanssens J, Steppe K, Vanhaecke L., Int J Mol Sci 17(6), 2016
PMID: 27240343
Van Meulebroek L, Hanssens J, Steppe K, Vanhaecke L., Int J Mol Sci 17(6), 2016
PMID: 27240343
Arbuscular mycorrhiza-induced shifts in foliar metabolism and photosynthesis mirror the developmental stage of the symbiosis and are only partly driven by improved phosphate uptake.
Schweiger R, Baier MC, Muller C., Mol. Plant Microbe Interact. 27(12), 2014
PMID: 25162317
Schweiger R, Baier MC, Muller C., Mol. Plant Microbe Interact. 27(12), 2014
PMID: 25162317
Interactions between the jasmonic and salicylic acid pathway modulate the plant metabolome and affect herbivores of different feeding types.
Schweiger R, Heise AM, Persicke M, Muller C., Plant Cell Environ. 37(7), 2014
PMID: 24372400
Schweiger R, Heise AM, Persicke M, Muller C., Plant Cell Environ. 37(7), 2014
PMID: 24372400
High specificity in plant leaf metabolic responses to arbuscular mycorrhiza.
Schweiger R, Baier MC, Persicke M, Muller C., Nat Commun 5(), 2014
PMID: 24848943
Schweiger R, Baier MC, Persicke M, Muller C., Nat Commun 5(), 2014
PMID: 24848943
Glycoalkaloid composition explains variation in slug resistance in Solanum dulcamara.
Calf OW, Huber H, Peters JL, Weinhold A, van Dam NM., Oecologia 187(2), 2018
PMID: 29383505
Calf OW, Huber H, Peters JL, Weinhold A, van Dam NM., Oecologia 187(2), 2018
PMID: 29383505
Mining for treatment-specific and general changes in target compounds and metabolic fingerprints in response to herbivory and phytohormones in Plantago lanceolata.
Sutter R, Muller C., New Phytol. 191(4), 2011
PMID: 21592133
Sutter R, Muller C., New Phytol. 191(4), 2011
PMID: 21592133
Unraveling the metabolic response of Brassica oleracea exposed to Xanthomonas campestris pv. campestris.
Tortosa M, Cartea ME, Rodriguez VM, Velasco P., J. Sci. Food Agric. 98(10), 2018
PMID: 29315593
Tortosa M, Cartea ME, Rodriguez VM, Velasco P., J. Sci. Food Agric. 98(10), 2018
PMID: 29315593
Systematic analysis of rice (Oryza sativa) metabolic responses to herbivory.
Alamgir KM, Hojo Y, Christeller JT, Fukumoto K, Isshiki R, Shinya T, Baldwin IT, Galis I., Plant Cell Environ. 39(2), 2015
PMID: 26386366
Alamgir KM, Hojo Y, Christeller JT, Fukumoto K, Isshiki R, Shinya T, Baldwin IT, Galis I., Plant Cell Environ. 39(2), 2015
PMID: 26386366
Species-specific responses of herbivores to within-plant and environmentally mediated between-plant variability in plant chemistry
Gutbrodt B., Dorn S., Unsicker S.B., Mody K.., 2012
Gutbrodt B., Dorn S., Unsicker S.B., Mody K.., 2012
Shifting Nicotiana attenuata's diurnal rhythm does not alter its resistance to the specialist herbivore Manduca sexta.
Herden J, Meldau S, Kim SG, Kunert G, Joo Y, Baldwin IT, Schuman MC., J Integr Plant Biol 58(7), 2016
PMID: 26699809
Herden J, Meldau S, Kim SG, Kunert G, Joo Y, Baldwin IT, Schuman MC., J Integr Plant Biol 58(7), 2016
PMID: 26699809
Crosstalk between above- and belowground herbivores is mediated by minute metabolic responses of the host Arabidopsis thaliana.
Kutyniok M, Muller C., J. Exp. Bot. 63(17), 2012
PMID: 23045608
Kutyniok M, Muller C., J. Exp. Bot. 63(17), 2012
PMID: 23045608
Plant-mediated interactions between shoot-feeding aphids and root-feeding nematodes depend on nitrate fertilization.
Kutyniok M, Muller C., Oecologia 173(4), 2013
PMID: 23836091
Kutyniok M, Muller C., Oecologia 173(4), 2013
PMID: 23836091
Metabolomic-based study of the leafy gall, the ecological niche of the phytopathogen Rhodococcus fascians, as a potential source of bioactive compounds.
Nacoulma AP, Vandeputte OM, De Lorenzi M, Jaziri ME, Duez P., Int J Mol Sci 14(6), 2013
PMID: 23771021
Nacoulma AP, Vandeputte OM, De Lorenzi M, Jaziri ME, Duez P., Int J Mol Sci 14(6), 2013
PMID: 23771021
Effects of interspecific recombination on functional traits in trees revealed by metabolomics and genotyping-by-resequencing
Caseys C., Glauser G., Stölting K.N., Christe C., Albrectsen B.R., Lexer C.., 2012
Caseys C., Glauser G., Stölting K.N., Christe C., Albrectsen B.R., Lexer C.., 2012
Metabolic fingerprinting reveals differences between northern and southern strains of the cryptic diatom Chaetoceros socialis
Huseby S., Degerlund M., Zingone A., Hansen E.., 2012
Huseby S., Degerlund M., Zingone A., Hansen E.., 2012
Intraspecific variability in allelopathy of Heracleum mantegazzianum is linked to the metabolic profile of root exudates.
Jandova K, Dostal P, Cajthaml T, Kamenik Z., Ann. Bot. 115(5), 2015
PMID: 25714817
Jandova K, Dostal P, Cajthaml T, Kamenik Z., Ann. Bot. 115(5), 2015
PMID: 25714817
Evolutionary Ecology of Multitrophic Interactions between Plants, Insect Herbivores and Entomopathogens.
Shikano I., J. Chem. Ecol. 43(6), 2017
PMID: 28526946
Shikano I., J. Chem. Ecol. 43(6), 2017
PMID: 28526946
Intraspecific genetic variation and species coexistence in plant communities.
Ehlers BK, Damgaard CF, Laroche F., Biol. Lett. 12(1), 2016
PMID: 26790707
Ehlers BK, Damgaard CF, Laroche F., Biol. Lett. 12(1), 2016
PMID: 26790707
A functional trait perspective on plant invasion.
Drenovsky RE, Grewell BJ, D'Antonio CM, Funk JL, James JJ, Molinari N, Parker IM, Richards CL., Ann. Bot. 110(1), 2012
PMID: 22589328
Drenovsky RE, Grewell BJ, D'Antonio CM, Funk JL, James JJ, Molinari N, Parker IM, Richards CL., Ann. Bot. 110(1), 2012
PMID: 22589328
Evidence of current impact of climate change on life: a walk from genes to the biosphere.
Penuelas J, Sardans J, Estiarte M, Ogaya R, Carnicer J, Coll M, Barbeta A, Rivas-Ubach A, Llusia J, Garbulsky M, Filella I, Jump AS., Glob Chang Biol 19(8), 2013
PMID: 23505157
Penuelas J, Sardans J, Estiarte M, Ogaya R, Carnicer J, Coll M, Barbeta A, Rivas-Ubach A, Llusia J, Garbulsky M, Filella I, Jump AS., Glob Chang Biol 19(8), 2013
PMID: 23505157
Metabolomics in the Rhizosphere: Tapping into Belowground Chemical Communication.
van Dam NM, Bouwmeester HJ., Trends Plant Sci. 21(3), 2016
PMID: 26832948
van Dam NM, Bouwmeester HJ., Trends Plant Sci. 21(3), 2016
PMID: 26832948
Metabolomics and its use in ecology: Metabolomics in Ecology
Jones O.A.H., Maguire M.L., Griffin J.L., Dias D.A., Spurgeon D.J., Svendsen C.., 2013
Jones O.A.H., Maguire M.L., Griffin J.L., Dias D.A., Spurgeon D.J., Svendsen C.., 2013
Metabolomics in plant environmental physiology.
Brunetti C, George RM, Tattini M, Field K, Davey MP., J. Exp. Bot. 64(13), 2013
PMID: 23922358
Brunetti C, George RM, Tattini M, Field K, Davey MP., J. Exp. Bot. 64(13), 2013
PMID: 23922358
Plant metabolite profiles and the buffering capacities of ecosystems.
Fester T., Phytochemistry 110(), 2015
PMID: 25564262
Fester T., Phytochemistry 110(), 2015
PMID: 25564262
Molecular mechanisms of plant competition: Neighbour detection and response strategies
Pierik R., Mommer L., Voesenek L.A.., 2013
Pierik R., Mommer L., Voesenek L.A.., 2013
Predicting Ecological Roles in the Rhizosphere Using Metabolome and Transportome Modeling.
Larsen PE, Collart FR, Dai Y., PLoS ONE 10(9), 2015
PMID: 26332409
Larsen PE, Collart FR, Dai Y., PLoS ONE 10(9), 2015
PMID: 26332409
Leaf metabolome in arbuscular mycorrhizal symbiosis.
Schweiger R, Muller C., Curr. Opin. Plant Biol. 26(), 2015
PMID: 26202872
Schweiger R, Muller C., Curr. Opin. Plant Biol. 26(), 2015
PMID: 26202872
Honing in on phenotypes: comprehensive two-dimensional gas chromatography of herbivory-induced volatile emissions and novel opportunities for system-level analyses.
Gaquerel E, Baldwin IT., AoB Plants 5(), 2013
PMID: 23444146
Gaquerel E, Baldwin IT., AoB Plants 5(), 2013
PMID: 23444146
An overview of NMR-based metabolomics to identify secondary plant compounds involved in host plant resistance.
Leiss KA, Choi YH, Verpoorte R, Klinkhamer PG., Phytochem Rev 10(2), 2010
PMID: 21765818
Leiss KA, Choi YH, Verpoorte R, Klinkhamer PG., Phytochem Rev 10(2), 2010
PMID: 21765818
Plant Metabolomics and Its Potential for Systems Biology Research
Allwood J.W., De R.C.H., Moing A., Deborde C., Erban A., Kopka J., Goodacre R., Hall R.D.., 2011
Allwood J.W., De R.C.H., Moing A., Deborde C., Erban A., Kopka J., Goodacre R., Hall R.D.., 2011
Metabolite Analysis and Metabolomics in the Study of Biotrophic Interactions between Plants and Microbes
Draper J., Rasmussen S., Zubair H.., 2011
Draper J., Rasmussen S., Zubair H.., 2011
Abiotic Stress and Metabolomics
Bowne J., Bacic A., Tester M., Roessner U.., 2011
Bowne J., Bacic A., Tester M., Roessner U.., 2011
Green systems biology - From single genomes, proteomes and metabolomes to ecosystems research and biotechnology.
Weckwerth W., J Proteomics 75(1), 2011
PMID: 21802534
Weckwerth W., J Proteomics 75(1), 2011
PMID: 21802534
An integrated biomarker-based strategy for ecotoxicological evaluation of risk in environmental management.
Moore MN, Depledge MH, Readman JW, Paul Leonard DR., Mutat. Res. 552(1-2), 2004
PMID: 15288556
Moore MN, Depledge MH, Readman JW, Paul Leonard DR., Mutat. Res. 552(1-2), 2004
PMID: 15288556
Environmental metabolomics: An emerging approach to study organism responses to environmental stressors
Lankadurai B.P., Nagato E.G., Simpson M.J.., 2013
Lankadurai B.P., Nagato E.G., Simpson M.J.., 2013
Metabolomics: the chemistry between ecology and genetics.
Macel M, Van Dam NM, Keurentjes JJ., Mol Ecol Resour 10(4), 2010
PMID: 21565063
Macel M, Van Dam NM, Keurentjes JJ., Mol Ecol Resour 10(4), 2010
PMID: 21565063
The metacommunity concept: A framework for multi-scale community ecology: The metacommunity concept
Leibold M.A., Holyoak M., Mouquet N., Amarasekare P., Chase J.M., Hoopes M.F., Holt R.D., Shurin J.B., Law R., Tilman D.., 2004
Leibold M.A., Holyoak M., Mouquet N., Amarasekare P., Chase J.M., Hoopes M.F., Holt R.D., Shurin J.B., Law R., Tilman D.., 2004
Impact of climate change on weeds in agriculture: A review
Peters K., Breitsameter L., Gerowitt B.., 2014
Peters K., Breitsameter L., Gerowitt B.., 2014
Role of glucosinolates in insect-plant relationships and multitrophic interactions.
Hopkins RJ, van Dam NM, van Loon JJ., Annu. Rev. Entomol. 54(), 2009
PMID: 18811249
Hopkins RJ, van Dam NM, van Loon JJ., Annu. Rev. Entomol. 54(), 2009
PMID: 18811249
Metabolomics enables the structure elucidation of a diatom sex pheromone.
Gillard J, Frenkel J, Devos V, Sabbe K, Paul C, Rempt M, Inze D, Pohnert G, Vuylsteke M, Vyverman W., Angew. Chem. Int. Ed. Engl. 52(3), 2012
PMID: 23315901
Gillard J, Frenkel J, Devos V, Sabbe K, Paul C, Rempt M, Inze D, Pohnert G, Vuylsteke M, Vyverman W., Angew. Chem. Int. Ed. Engl. 52(3), 2012
PMID: 23315901
Niche and metabolic principles explain patterns of diversity and distribution: theory and a case study with soil bacterial communities.
Okie JG, Van Horn DJ, Storch D, Barrett JE, Gooseff MN, Kopsova L, Takacs-Vesbach CD., Proc. Biol. Sci. 282(1809), 2015
PMID: 26019154
Okie JG, Van Horn DJ, Storch D, Barrett JE, Gooseff MN, Kopsova L, Takacs-Vesbach CD., Proc. Biol. Sci. 282(1809), 2015
PMID: 26019154
Mass spectral molecular networking of living microbial colonies.
Watrous J, Roach P, Alexandrov T, Heath BS, Yang JY, Kersten RD, van der Voort M, Pogliano K, Gross H, Raaijmakers JM, Moore BS, Laskin J, Bandeira N, Dorrestein PC., Proc. Natl. Acad. Sci. U.S.A. 109(26), 2012
PMID: 22586093
Watrous J, Roach P, Alexandrov T, Heath BS, Yang JY, Kersten RD, van der Voort M, Pogliano K, Gross H, Raaijmakers JM, Moore BS, Laskin J, Bandeira N, Dorrestein PC., Proc. Natl. Acad. Sci. U.S.A. 109(26), 2012
PMID: 22586093
Novel weapons: Invasive success and the evolution of increased competitive ability
Callaway R.M., Ridenour W.M.., 2004
Callaway R.M., Ridenour W.M.., 2004
Functional classifications and their application in phytoplankton ecology
Salmaso N., Naselli-Flores L., Padisák J.., 2015
Salmaso N., Naselli-Flores L., Padisák J.., 2015
Plant Communication with Herbivores
Blande J.D.., 2017
Blande J.D.., 2017
Chemical ecology of fruit bat foraging behavior in relation to the fruit odors of two species of paleotropical bat-dispersed figs (Ficus hispida and Ficus scortechinii).
Hodgkison R, Ayasse M, Kalko EK, Haberlein C, Schulz S, Mustapha WA, Zubaid A, Kunz TH., J. Chem. Ecol. 33(11), 2007
PMID: 17929094
Hodgkison R, Ayasse M, Kalko EK, Haberlein C, Schulz S, Mustapha WA, Zubaid A, Kunz TH., J. Chem. Ecol. 33(11), 2007
PMID: 17929094
Chemical recognition of fruit ripeness in spider monkeys (Ateles geoffroyi).
Nevo O, Orts Garri R, Hernandez Salazar LT, Schulz S, Heymann EW, Ayasse M, Laska M., Sci Rep 5(), 2015
PMID: 26440380
Nevo O, Orts Garri R, Hernandez Salazar LT, Schulz S, Heymann EW, Ayasse M, Laska M., Sci Rep 5(), 2015
PMID: 26440380
Fruit Odor as A Ripeness Signal for Seed-Dispersing Primates? A Case Study on Four Neotropical Plant Species.
Nevo O, Heymann EW, Schulz S, Ayasse M., J. Chem. Ecol. 42(4), 2016
PMID: 27039380
Nevo O, Heymann EW, Schulz S, Ayasse M., J. Chem. Ecol. 42(4), 2016
PMID: 27039380
The impact of biochemistry vs. population membership on floral scent profiles in colour polymorphic Hesperis matronalis.
Majetic CJ, Raguso RA, Ashman TL., Ann. Bot. 102(6), 2008
PMID: 18819948
Majetic CJ, Raguso RA, Ashman TL., Ann. Bot. 102(6), 2008
PMID: 18819948
Floral scent emitted by white and coloured morphs in orchids.
Dormont L, Delle-Vedove R, Bessiere JM, Schatz B., Phytochemistry 100(), 2014
PMID: 24525191
Dormont L, Delle-Vedove R, Bessiere JM, Schatz B., Phytochemistry 100(), 2014
PMID: 24525191
Fruit aromas in mature fleshy fruits as signals of readiness for predation and seed dispersal.
Rodriguez A, Alquezar B, Pena L., New Phytol. 197(1), 2012
PMID: 23127167
Rodriguez A, Alquezar B, Pena L., New Phytol. 197(1), 2012
PMID: 23127167
Colour and odour drive fruit selection and seed dispersal by mouse lemurs.
Valenta K, Burke RJ, Styler SA, Jackson DA, Melin AD, Lehman SM., Sci Rep 3(), 2013
PMID: 23939534
Valenta K, Burke RJ, Styler SA, Jackson DA, Melin AD, Lehman SM., Sci Rep 3(), 2013
PMID: 23939534
Plant defense against herbivores: chemical aspects.
Mithofer A, Boland W., Annu Rev Plant Biol 63(), 2012
PMID: 22404468
Mithofer A, Boland W., Annu Rev Plant Biol 63(), 2012
PMID: 22404468
Comparison of the Chemical Compositions of the Cuticle and Dufour's Gland of Two Solitary Bee Species from Laboratory and Field Conditions.
Pitts-Singer TL, Hagen MM, Helm BR, Highland S, Buckner JS, Kemp WP., J. Chem. Ecol. 43(5), 2017
PMID: 28500569
Pitts-Singer TL, Hagen MM, Helm BR, Highland S, Buckner JS, Kemp WP., J. Chem. Ecol. 43(5), 2017
PMID: 28500569
Ecometabolomics: Optimized NMR-based method
Rivas-Ubach A., Pérez-Trujillo M., Sardans J., Gargallo-Garriga A., Parella T., Peñuelas J.., 2013
Rivas-Ubach A., Pérez-Trujillo M., Sardans J., Gargallo-Garriga A., Parella T., Peñuelas J.., 2013
NMR-based characterization of metabolic alterations in hypertension using an adaptive, intelligent binning algorithm.
De Meyer T, Sinnaeve D, Van Gasse B, Tsiporkova E, Rietzschel ER, De Buyzere ML, Gillebert TC, Bekaert S, Martins JC, Van Criekinge W., Anal. Chem. 80(10), 2008
PMID: 18419139
De Meyer T, Sinnaeve D, Van Gasse B, Tsiporkova E, Rietzschel ER, De Buyzere ML, Gillebert TC, Bekaert S, Martins JC, Van Criekinge W., Anal. Chem. 80(10), 2008
PMID: 18419139
Optimized bucketing for NMR spectra: Three case studies
Sousa S.A.A., Magalhães A., Ferreira M.M.C.., 2013
Sousa S.A.A., Magalhães A., Ferreira M.M.C.., 2013
Data standards can boost metabolomics research, and if there is a will, there is a way.
Rocca-Serra P, Salek RM, Arita M, Correa E, Dayalan S, Gonzalez-Beltran A, Ebbels T, Goodacre R, Hastings J, Haug K, Koulman A, Nikolski M, Oresic M, Sansone SA, Schober D, Smith J, Steinbeck C, Viant MR, Neumann S., Metabolomics 12(), 2015
PMID: 26612985
Rocca-Serra P, Salek RM, Arita M, Correa E, Dayalan S, Gonzalez-Beltran A, Ebbels T, Goodacre R, Hastings J, Haug K, Koulman A, Nikolski M, Oresic M, Sansone SA, Schober D, Smith J, Steinbeck C, Viant MR, Neumann S., Metabolomics 12(), 2015
PMID: 26612985
Navigating freely-available software tools for metabolomics analysis.
Spicer R, Salek RM, Moreno P, Canueto D, Steinbeck C., Metabolomics 13(9), 2017
PMID: 28890673
Spicer R, Salek RM, Moreno P, Canueto D, Steinbeck C., Metabolomics 13(9), 2017
PMID: 28890673
Metabolomic analysis of the interaction between plants and herbivores
Jansen J.J., Allwood J.W., Marsden-Edwards E., van W.H., Goodacre R., van N.M.., 2009
Jansen J.J., Allwood J.W., Marsden-Edwards E., van W.H., Goodacre R., van N.M.., 2009
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