{"title":"Engineering resource allocation in artificially minimized cells: Is genome reduction the best strategy?","authors":"Elisa Marquez-Zavala, Jose Utrilla","doi":"10.1111/1751-7915.14233","DOIUrl":"https://doi.org/10.1111/1751-7915.14233","url":null,"abstract":"<p>The elimination of the expression of cellular functions that are not needed in a certain well-defined artificial environment, such as those used in industrial production facilities, has been the goal of many cellular minimization projects. The generation of a minimal cell with reduced burden and less host-function interactions has been pursued as a tool to improve microbial production strains. In this work, we analysed two cellular complexity reduction strategies: genome and proteome reduction. With the aid of an absolute proteomics data set and a genome-scale model of metabolism and protein expression (ME-model), we quantitatively assessed the difference of reducing genome to the correspondence of reducing proteome. We compare the approaches in terms of energy consumption, defined in ATP equivalents. We aim to show what is the best strategy for improving resource allocation in minimized cells. Our results show that genome reduction by length is not proportional to reducing resource use. When we normalize calculated energy savings, we show that strains with the larger calculated proteome reduction show the largest resource use reduction. Furthermore, we propose that reducing highly expressed proteins should be the target as the translation of a gene uses most of the energy. The strategies proposed here should guide cell design when the aim of a project is to reduce the maximum amount or cellular resources.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 5","pages":"990-999"},"PeriodicalIF":5.7,"publicationDate":"2023-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14233","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5892986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eldon R. Rene, Prakash K. Sarangi, Violeta Sànchez i Nogué, Anna Schnürer, Davinia Salvachúa
{"title":"Current trends in waste valorization","authors":"Eldon R. Rene, Prakash K. Sarangi, Violeta Sànchez i Nogué, Anna Schnürer, Davinia Salvachúa","doi":"10.1111/1751-7915.14198","DOIUrl":"https://doi.org/10.1111/1751-7915.14198","url":null,"abstract":"<p>This paper presents the scientific breakthroughs made in bioprocess engineering and microbial biotechnology for the conversion of wastes into products with added value and/or biofuels. The significant results obtained in the emerging fields of hybrid electrosynthesis, the role of enzymes in the degradation of plastics, polyhydroxyalkanoate and 5-aminolevulinic acid production, fermentation technology and the application of molecular engineering tools to bioprocess technology are highlighted.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 2","pages":"173-176"},"PeriodicalIF":5.7,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14198","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5753852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Phosphate limitation as crucial factor to enhance yeast lipid production from short-chain fatty acids","authors":"Sergio Morales-Palomo, Elia Tomás-Pejó, Cristina González-Fernández","doi":"10.1111/1751-7915.14197","DOIUrl":"https://doi.org/10.1111/1751-7915.14197","url":null,"abstract":"<p>Microbial lipids for chemical synthesis are commonly obtained from sugar-based substrates which in most cases is not economically viable. As a low-cost carbon source, short-chain fatty acids (SCFAs) that can be obtained from food wastes offer an interesting alternative for achieving an affordable lipid production process. In this study, SCFAs were employed to accumulate lipids using <i>Yarrowia lipolytica</i> ACA DC 50109. For this purpose, different amounts of SCFAs, sulfate, phosphate and carbon: phosphate ratios were used in both synthetic and real SCFAs-rich media. Although sulfate limitation did not increase lipid accumulation, phosphate limitation was proved to be an optimal strategy for increasing lipid content and lipid yields in both synthetic and real media, reaching a lipid productivity up to 8.95 g/L h. Remarkably, the highest lipid yield (0.30 g/g) was achieved under phosphate absence condition (0 g/L). This fact demonstrated the suitability of using low-phosphate concentrations to boost lipid production from SCFAs.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 2","pages":"372-380"},"PeriodicalIF":5.7,"publicationDate":"2022-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14197","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5725454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Miguel A. Matilla, Terry J. Evans, Jesús Martín, Zulema Udaondo, Cristina Lomas-Martínez, Míriam Rico-Jiménez, Fernando Reyes, George P. C. Salmond
{"title":"Herbicolin A production and its modulation by quorum sensing in a Pantoea agglomerans rhizobacterium bioactive against a broad spectrum of plant-pathogenic fungi","authors":"Miguel A. Matilla, Terry J. Evans, Jesús Martín, Zulema Udaondo, Cristina Lomas-Martínez, Míriam Rico-Jiménez, Fernando Reyes, George P. C. Salmond","doi":"10.1111/1751-7915.14193","DOIUrl":"https://doi.org/10.1111/1751-7915.14193","url":null,"abstract":"<p>Global population growth makes it necessary to increase agricultural production yields. However, climate change impacts and diseases caused by plant pathogens are challenging modern agriculture. Therefore, it is necessary to look for alternatives to the excessive use of chemical fertilizers and pesticides. The plant microbiota plays an essential role in plant nutrition and health, and offers enormous potential to meet future challenges of agriculture. In this context, here we characterized the antifungal properties of the rhizosphere bacterium <i>Pantoea agglomerans</i> 9Rz4, which is active against a broad spectrum of plant pathogenic fungi. Chemical analyses revealed that strain 9Rz4 produces the antifungal herbicolin A and its biosynthetic gene cluster was identified and characterized. We found that the only acyl-homoserine lactone-based quorum sensing system of 9Rz4 modulates herbicolin A gene cluster expression. No role of plasmid carriage in the production of herbicolin A was observed. Plant assays revealed that herbicolin A biosynthesis does not affect the root colonization ability of <i>P. agglomerans</i> 9Rz4. Current legislative restrictions are aimed at reducing the use of chemical pesticides in agriculture, and the results derived from this study may lay the foundations for the development of novel biopesticides from rhizosphere microorganisms.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 8","pages":"1690-1700"},"PeriodicalIF":5.7,"publicationDate":"2022-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14193","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5711036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dirk Kiefer, Lea Rahel Tadele, Lars Lilge, Marius Henkel, Rudolf Hausmann
{"title":"High-level recombinant protein production with Corynebacterium glutamicum using acetate as carbon source","authors":"Dirk Kiefer, Lea Rahel Tadele, Lars Lilge, Marius Henkel, Rudolf Hausmann","doi":"10.1111/1751-7915.14138","DOIUrl":"https://doi.org/10.1111/1751-7915.14138","url":null,"abstract":"<p>In recent years, biotechnological conversion of the alternative carbon source acetate has attracted much attention. So far, acetate has been mainly used for microbial production of bioproducts with bulk applications. In this study, we aimed to investigate the potential of acetate as carbon source for heterologous protein production using the acetate-utilizing platform organism <i>Corynebacterium glutamicum</i>. For this purpose, expression of model protein eYFP with the promoter systems T7<i>lac</i> and <i>tac</i> was characterized during growth of <i>C. glutamicum</i> on acetate as sole carbon source. The results indicated a 3.3-fold higher fluorescence level for acetate-based eYFP production with T7 expression strain MB001(DE3) pMKEx2-<i>eyfp</i> compared to MB001 pEKEx2-<i>eyfp</i>. Interestingly, comparative <i>eyfp</i> expression studies on acetate or glucose revealed an up to 83% higher biomass-specific production for T7 RNAP-dependent eYFP production using acetate as carbon source. Furthermore, high-level protein accumulation on acetate was demonstrated for the first time in a high cell density cultivation process with pH-coupled online feeding control, resulting in a final protein titer of 2.7 g/L and product yield of 4 g per 100 g cell dry weight. This study presents a first proof of concept for efficient microbial upgrading of potentially low-cost acetate into high-value bioproducts, such as recombinant proteins.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 11","pages":"2744-2757"},"PeriodicalIF":5.7,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14138","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"6117064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bj?rn Gutschmann, Thomas H. H?gl, Boyang Huang, Matilde Maldonado Sim?es, Stefan Junne, Peter Neubauer, Thomas Grimm, Sebastian L. Riedel
{"title":"Polyhydroxyalkanoate production from animal by-products: Development of a pneumatic feeding system for solid fat/protein-emulsions","authors":"Bj?rn Gutschmann, Thomas H. H?gl, Boyang Huang, Matilde Maldonado Sim?es, Stefan Junne, Peter Neubauer, Thomas Grimm, Sebastian L. Riedel","doi":"10.1111/1751-7915.14150","DOIUrl":"https://doi.org/10.1111/1751-7915.14150","url":null,"abstract":"<p>Fat-containing animal by-product streams are locally available in large quantities. Depending on their quality, they can be inexpensive substrates for biotechnological processes. To accelerate industrial polyhydroxyalkanoate (PHA) bioplastic production, the development of efficient bioprocesses that are based on animal by-product streams is a promising approach to reduce overall production costs. However, the solid nature of animal by-product streams requires a tailor-made process development. In this study, a fat/protein-emulsion (FPE), which is a by-product stream from industrial-scale pharmaceutical heparin production and of which several hundred tons are available annually, was evaluated for PHA production with <i>Ralstonia eutropha</i>. The FPE was used as the sole source of carbon and nitrogen in shake flask and bioreactor cultivations. A tailored pneumatic feeding system was built for laboratory bioreactors to facilitate fed-batch cultivations with the solid FPE. The process yielded up to 51 g L<sup>−1</sup> cell dry weight containing 71 wt% PHA with a space–time yield of 0.6 g<sub>PHA</sub> L<sup>−1</sup> h<sup>−1</sup> without using any carbon or nitrogen sources other than FPE. The presented approach highlights the potential of animal by-product stream valorization into PHA and contributes to a transition towards a circular bioeconomy.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 2","pages":"286-294"},"PeriodicalIF":5.7,"publicationDate":"2022-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14150","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5746766","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cindy Ka Y. Law, Eduardo Bolea-Fernandez, Tong Liu, Luiza Bonin, Elien Wallaert, Kim Verbeken, Bart De Gusseme, Frank Vanhaecke, Nico Boon
{"title":"The influence of H2 partial pressure on biogenic palladium nanoparticle production assessed by single-cell ICP-mass spectrometry","authors":"Cindy Ka Y. Law, Eduardo Bolea-Fernandez, Tong Liu, Luiza Bonin, Elien Wallaert, Kim Verbeken, Bart De Gusseme, Frank Vanhaecke, Nico Boon","doi":"10.1111/1751-7915.14140","DOIUrl":"https://doi.org/10.1111/1751-7915.14140","url":null,"abstract":"<p>The production of biogenic palladium nanoparticles (bio-Pd NPs) is widely studied due to their high catalytic activity, which depends on the size of nanoparticles (NPs). Smaller NPs (here defined as <100 nm) are more efficient due to their higher surface/volume ratio. In this work, inductively coupled plasma-mass spectrometry (ICP-MS), flow cytometry (FCM) and transmission electron microscopy (TEM) were combined to obtain insight into the formation of these bio-Pd NPs. The precipitation of bio-Pd NPs was evaluated on a cell-per-cell basis using single-cell ICP-MS (SC-ICP-MS) combined with TEM images to assess how homogenously the particles were distributed over the cells. The results provided by SC-ICP-MS were consistent with those provided by “bulk” ICP-MS analysis and FCM. It was observed that heterogeneity in the distribution of palladium over an entire cell population is strongly dependent on the Pd<sup>2+</sup> concentration, biomass and partial H<sub>2</sub> pressure. The latter three parameters affected the particle size, ranging from 15.6 to 560 nm, and exerted a significant impact on the production of the bio-Pd NPs. The TEM combined with SC-ICP-MS revealed that the mass distribution for bacteria with high Pd content (144 fg Pd cell<sup>−1</sup>) indicated the presence of a large number of very small NPs (D50 = 15.6 nm). These results were obtained at high cell density (1 × 10<sup>5</sup> ± 3 × 10<sup>4</sup> cells μl<sup>−1</sup>) and H<sub>2</sub> partial pressure (180 ml H<sub>2</sub>). In contrast, very large particles (D50 = 560 nm) were observed at low cell density (3 × 10<sup>4</sup> ± 10 × 10<sup>2</sup> cells μl<sup>−1</sup>) and H<sub>2</sub> partial pressure (10–100 ml H<sub>2</sub>). The influence of the H<sub>2</sub> partial pressure on the nanoparticle size and the possibility of size-tuned nanoparticles are presented.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"16 5","pages":"901-914"},"PeriodicalIF":5.7,"publicationDate":"2022-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14140","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5710356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On the role of hypotheses in science","authors":"Harald Brüssow","doi":"10.1111/1751-7915.14141","DOIUrl":"https://doi.org/10.1111/1751-7915.14141","url":null,"abstract":"<p>Scientific research progresses by the dialectic dialogue between hypothesis building and the experimental testing of these hypotheses. Microbiologists as biologists in general can rely on an increasing set of sophisticated experimental methods for hypothesis testing such that many scientists maintain that progress in biology essentially comes with new experimental tools. While this is certainly true, the importance of hypothesis building in science should not be neglected. Some scientists rely on intuition for hypothesis building. However, there is also a large body of philosophical thinking on hypothesis building whose knowledge may be of use to young scientists. The present essay presents a primer into philosophical thoughts on hypothesis building and illustrates it with two hypotheses that played a major role in the history of science (the parallel axiom and the fifth element hypothesis). It continues with philosophical concepts on hypotheses as a calculus that fits observations (Copernicus), the need for plausibility (Descartes and Gilbert) and for explicatory power imposing a strong selection on theories (Darwin, James and Dewey). Galilei introduced and James and Poincaré later justified the reductionist principle in hypothesis building. Waddington stressed the feed-forward aspect of fruitful hypothesis building, while Poincaré called for a dialogue between experiment and hypothesis and distinguished false, true, fruitful and dangerous hypotheses. Theoretical biology plays a much lesser role than theoretical physics because physical thinking strives for unification principle across the universe while biology is confronted with a breathtaking diversity of life forms and its historical development on a single planet. Knowledge of the philosophical foundations on hypothesis building in science might stimulate more hypothesis-driven experimentation that simple observation-oriented “fishing expeditions” in biological research.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 11","pages":"2687-2698"},"PeriodicalIF":5.7,"publicationDate":"2022-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14141","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5846177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An efficient CRISPR/Cas9-based genome editing system for alkaliphilic Bacillus sp. N16-5 and application in engineering xylose utilization for D-lactic acid production","authors":"Shiyong Huang, Yanfen Xue, Cheng Zhou, Yanhe Ma","doi":"10.1111/1751-7915.14131","DOIUrl":"https://doi.org/10.1111/1751-7915.14131","url":null,"abstract":"<p>Alkaliphiles are considered more suitable chassis than traditional neutrophiles due to their excellent resistance to microbial contamination. Alkaliphilic <i>Bacillus</i> sp. N16-5, an industrially interesting strain with great potential for the production of lactic acid and alkaline polysaccharide hydrolases, can only be engineered genetically by the laborious and time-consuming homologous recombination. In this study, we reported the successful development of a CRISPR/Cas9-based genome editing system with high efficiency for single-gene deletion, large gene fragment deletion and exogenous DNA chromosomal insertion. Moreover, based on a catalytically dead variant of Cas9 (dCas9), we also developed a CRISPRi system to efficiently regulate gene expression. Finally, this efficient genome editing system was successfully applied to engineer the xylose metabolic pathway for the efficient bioproduction of <span>D</span>-lactic acid. Compared with the wild-type <i>Bacillus</i> sp. N16-5, the final engineered strain with XylR deletion and AraE overexpression achieved 34.3% and 27.7% increases in xylose consumption and <span>D</span>-lactic acid production respectively. To our knowledge, this is the first report on the development and application of CRISPR/Cas9-based genome editing system in alkaliphilic <i>Bacillus</i>, and this study will significantly facilitate functional genomic studies and genome manipulation in alkaliphilic <i>Bacillus</i>, laying a foundation for the development of more robust microbial chassis.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 11","pages":"2730-2743"},"PeriodicalIF":5.7,"publicationDate":"2022-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ami-journals.onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14131","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5665700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
He Ding, Youyuan Wang, Zhiqiang Li, Qianqing Li, Hongyu Liu, Jing Zhao, Wenfa Lu, Jun Wang
{"title":"Baogong decoction treats endometritis in mice by regulating uterine microbiota structure and metabolites","authors":"He Ding, Youyuan Wang, Zhiqiang Li, Qianqing Li, Hongyu Liu, Jing Zhao, Wenfa Lu, Jun Wang","doi":"10.1111/1751-7915.14127","DOIUrl":"https://doi.org/10.1111/1751-7915.14127","url":null,"abstract":"<p>Endometritis is persistent inflammation caused by bacteria, which can lead to infertility. Although traditional Chinese medicine (TCM) has been used to treat endometritis, the underlying mechanism is still unclear. Here, Baogong Decoction (BGD), a TCM compound, was used to treat mouse endometritis induced by <i>Escherichia coli</i> (<i>E. coli</i>), and then 16S rRNA sequencing and non-targeted metabolomics were used to investigate the change of uterine microbiota and metabolomes in serum and uterine after BGD treatment. Finally, the therapeutic effect of potential metabolites for treating mouse endometritis screened by combined omics analyses was verified using pathological model. The results showed that BGD treatment could effectively treat endometritis associated with the increasing relative abundance of Firmicutes, <i>Bacteroides</i>, <i>Lactobacillus</i> and <i>Lactococcus</i>, and the decreasing relative abundance of <i>Cupriavidus</i> and Proteobacteria. 133 and 130 metabolites were found to be potential biomarkers in serum and uterine tissue respectively. In serum and tissues, dehydroepiandrosterone (DHEA) and catechol were significantly increased in the BGD treatment versus the inflammation group. Results of combined omics analyses demonstrated that DHEA was positively correlated with changes in microbiota. Results of pathological model demonstrated that DHEA could cure endometritis effectively associated with the decreasing infiltration of inflammatory cells and expression of inflammatory factors in the uterus. In summary, our results demonstrated that BGD could cure endometritis in mice by modulating the structure of the uterine microbiota and its metabolites, in which DHEA may be one of the main components of the therapeutic effect of BGD.</p>","PeriodicalId":49145,"journal":{"name":"Microbial Biotechnology","volume":"15 11","pages":"2786-2799"},"PeriodicalIF":5.7,"publicationDate":"2022-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1751-7915.14127","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5721224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}