RESUMO
Scientific advances due to conceptual or technological innovations can be revealed by examining how research topics have evolved. But such topical evolution is difficult to uncover and quantify because of the large body of literature and the need for expert knowledge in a wide range of areas in a field. Using plant biology as an example, we used machine learning and language models to classify plant science citations into topics representing interconnected, evolving subfields. The changes in prevalence of topical records over the last 50 years reflect shifts in major research trends and recent radiation of new topics, as well as turnover of model species and vastly different plant science research trajectories among countries. Our approaches readily summarize the topical diversity and evolution of a scientific field with hundreds of thousands of relevant papers, and they can be applied broadly to other fields.
Assuntos
Plantas , Pesquisa/tendências , Aprendizado de Máquina , Botânica/tendências , Botânica/métodosAssuntos
Botânica/história , Botânica/métodos , Plantas/anatomia & histologia , Plantas/genética , Botânica/tendências , Evolução Molecular , Flores/anatomia & histologia , Flores/genética , Regulação da Expressão Gênica de Plantas , História do Século XVIII , História do Século XXI , Imageamento Tridimensional , Filogenia , Melhoramento Vegetal , Plantas/classificação , Tomógrafos ComputadorizadosRESUMO
Trait-based approaches provide a useful framework to investigate plant strategies for resource acquisition, growth, and competition, as well as plant impacts on ecosystem processes. Despite significant progress capturing trait variation within and among stems and leaves, identification of trait syndromes within fine-root systems and between fine roots and other plant organs is limited. Here we discuss three underappreciated areas where focused measurements of fine-root traits can make significant contributions to ecosystem science. These include assessment of spatiotemporal variation in fine-root traits, integration of mycorrhizal fungi into fine-root-trait frameworks, and the need for improved scaling of traits measured on individual roots to ecosystem-level processes. Progress in each of these areas is providing opportunities to revisit how below-ground processes are represented in terrestrial biosphere models. Targeted measurements of fine-root traits with clear linkages to ecosystem processes and plant responses to environmental change are strongly needed to reduce empirical and model uncertainties. Further identifying how and when suites of root and whole-plant traits are coordinated or decoupled will ultimately provide a powerful tool for modeling plant form and function at local and global scales.
Assuntos
Ecossistema , Raízes de Plantas/fisiologia , Botânica/métodos , Botânica/tendências , Modelos Biológicos , Micorrizas , Raízes de Plantas/anatomia & histologia , Raízes de Plantas/microbiologiaRESUMO
It is now over half a century since the biochemical characterization of the C4 photosynthetic pathway, and this special issue highlights the sheer breadth of current knowledge. New genomic and transcriptomic information shows that multi-level regulation of gene expression is required for the pathway to function, yet we know it to be one of the most dynamic examples of convergent evolution. Now, a focus on the molecular transition from C3-C4 intermediates, together with improved mathematical models, experimental tools and transformation systems, holds great promise for improving C4 photosynthesis in crops.
Assuntos
Botânica/tendências , Fotossíntese , Regulação da Expressão Gênica de Plantas , Genoma de Planta , Modelos Teóricos , FilogeniaRESUMO
The importance of microbial root inhabitants for plant growth and health was recognized as early as 100 years ago. Recent insights reveal a close symbiotic relationship between plants and their associated microorganisms, and high structural and functional diversity within plant microbiomes. Plants provide microbial communities with specific habitats, which can be broadly categorized as the rhizosphere, phyllosphere, and endosphere. Plant-associated microbes interact with their host in essential functional contexts. They can stimulate germination and growth, help plants fend off disease, promote stress resistance, and influence plant fitness. Therefore, plants have to be considered as metaorganisms within which the associated microbes usually outnumber the cells belonging to the plant host. The structure of the plant microbiome is determined by biotic and abiotic factors but follows ecological rules. Metaorganisms are co-evolved species assemblages. The metabolism and morphology of plants and their microbiota are intensively connected with each other, and the interplay of both maintains the functioning and fitness of the holobiont. Our study of the current literature shows that analysis of plant microbiome data has brought about a paradigm shift in our understanding of the diverse structure and functioning of the plant microbiome with respect to the following: (i) the high interplay of bacteria, archaea, fungi, and protists; (ii) the high specificity even at cultivar level; (iii) the vertical transmission of core microbiomes; (iv) the extraordinary function of endophytes; and (v) several unexpected functions and metabolic interactions. The plant microbiome should be recognized as an additional factor in experimental botany and breeding strategies.
Assuntos
Botânica/tendências , Microbiota , Plantas/microbiologiaRESUMO
There exists a wide chasm between public opinion and scientific evidence on the safety of genetically engineered food, herein referred to as GMOs. Plant biotechnologists give credit to a small community of activists negatively influencing individual minds on this issue, but this approach neglects other social contexts in which such cognition operates. The author argues here that current public opinion on GMOs is a manifestation of the constant interaction between environmental, behavioral, and cognitive influences on this issue. In order to sway public opinion and be consistent with social learning theory, biotechnology advocates and plant scientists will need to move beyond their recognized expertise in order to rework the argument for GMOs in the modern-day food supply, one that wholly embraces an individual-level framing of the debate, tantamount to other successful professional trends like patient-centered medicine. © 2016 Society of Chemical Industry.
Assuntos
Comportamento do Consumidor , Prática Clínica Baseada em Evidências , Alimentos Geneticamente Modificados/efeitos adversos , Plantas Geneticamente Modificadas/efeitos adversos , Opinião Pública , Aprendizado Social , Teoria Social , Botânica/tendências , Defesa do Consumidor/psicologia , Qualidade de Produtos para o Consumidor , Produção Agrícola/tendências , Preferências Alimentares/psicologia , Inocuidade dos Alimentos , Abastecimento de Alimentos , Engenharia Genética/tendências , Comportamentos Relacionados com a Saúde , Humanos , Facilitação Social , Recursos HumanosRESUMO
The health and wellbeing of future generations will depend on humankind's ability to deliver sufficient nutritious food to a world population in excess of 9 billion. Feeding this many people by 2050 will require science-based solutions that address sustainable agricultural productivity and enable healthful dietary patterns in a more globally equitable way. This topic was the focus of a multi-disciplinary international conference hosted by Nestlé in June 2015, and provides the inspiration for the present article. The conference brought together a diverse range of expertise and organisations from the developing and industrialised world, all with a common interest in safeguarding the future of food. This article provides a snapshot of three of the recurring topics that were discussed during this conference: soil health, plant science and the future of farming practice. Crop plants and their cultivation are the fundamental building blocks for a food secure world. Whether these are grown for food or feed for livestock, they are the foundation of food and nutrient security. Many of the challenges for the future of food will be faced where the crops are grown: on the farm. Farmers need to plant the right crops and create the right conditions to maximise productivity (yield) and quality (e.g. nutritional content), whilst maintaining the environment, and earning a living. New advances in science and technology can provide the tools and know-how that will, together with a more entrepreneurial approach, help farmers to meet the inexorable demand for the sustainable production of nutritious foods for future generations.
Assuntos
Agricultura/tendências , Abastecimento de Alimentos , Agricultura/métodos , Botânica/tendências , Conservação dos Recursos Naturais , Produtos Agrícolas/crescimento & desenvolvimento , Abastecimento de Alimentos/métodos , Humanos , Micronutrientes/análise , Valor Nutritivo , Plantas/química , Solo/químicaRESUMO
While synchrotron radiation is a powerful tool in material and biomedical sciences, it is still underutilized in plant research. This mini review attempts to introduce the potential of synchrotron-based spectroscopic and imaging methods and their applications to plant sciences. Synchrotron-based Fourier transform infrared spectroscopy, X-ray absorption and fluorescence techniques, and two- and three-dimensional imaging techniques are examined. We also discuss the limitations of synchrotron-based research in plant sciences, specifically the types of plant samples that can be used. Despite limitations, the unique features of synchrotron radiation such as high brightness, polarization and pulse properties offer great advantages over conventional spectroscopic and imaging tools and enable the correlation of the structure and chemical composition of plants with biochemical function. Modern detector technologies and experimental methodologies are thus enabling plant scientists to investigate aspects of plant sciences such as ultrafast kinetics of biochemical reactions, mineral uptake, transport and accumulation, and dynamics of cell wall structure and composition during environmental stress in unprecedented ways using synchrotron beamlines. The potential for the automation of some of these synchrotron technologies and their application to plant phenotyping is also discussed.
Assuntos
Plantas/química , Pesquisa , Síncrotrons , Tecnologia/métodos , Botânica/métodos , Botânica/tendências , Espectroscopia de Infravermelho com Transformada de Fourier/métodos , Tecnologia/tendências , Tomografia Computadorizada por Raios X/métodos , Espectroscopia por Absorção de Raios X/métodosRESUMO
With the tremendous progress of the past decades, molecular plant science is becoming more unified than ever. We now have the exciting opportunity to further connect subdisciplines and understand plants as whole organisms, as will be required to efficiently utilize them in natural and agricultural systems to meet human needs. The subfields of photosynthesis, plant developmental biology and plant stress are used as examples to discuss how plant science can become better integrated. The challenges, strategies and rich opportunities for the integration of the plant sciences are discussed. In recent years, more and more overlap between various subdisciplines has been inadvertently discovered including tradeoffs that may occur in plants engineered for biotechnological applications. Already important, bioinformatics and computational modelling will become even more central to structuring and understanding the ever growing amounts of data. The process of integrating and overlapping fields in plant biology research is advancing, but plant science will benefit from dedicating more effort and urgency to reach across its boundaries.