comparative metabolomics

比较代谢组学
  • 文章类型: Journal Article
    目的:在植物中,全基因组重复(WGD)是一种常见的突变,具有深刻的进化潜力.考虑到与多余的基因组拷贝相关的成本,多倍体的建立是个谜。然而,在合适的环境中,WGD后立即的表型变化可以促进建立。代谢产物丰度是细胞调控网络的直接输出,决定了环境和遗传变化对表型的影响。虽然众所周知,大量遗传物质的增加可以增加细胞大小,基因剂量增殖对代谢组的影响在很大程度上仍然未知.
    方法:我们使用非靶向代谢组学对四个遗传上不同的二倍体-新同源四倍体对的大浮萍,Polyrhiza,研究WGD如何影响每个细胞和每个生物量的代谢物丰度。
    结果:自多倍体增加了每个细胞的代谢物水平,但是单个代谢物的反应差异很大。然而,对每个生物量的代谢物水平的影响受到限制,因为细胞大小的增加降低了每个细胞的代谢物浓度。然而,我们检测了WGD对代谢组的定量和定性影响。许多效应是菌株特异性的,但有些是四种菌株共有的。
    结论:WGD后代谢变化的性质和影响强烈依赖于基因型。剂量效应有可能定性和定量地改变植物代谢组,但是由于该物种细胞大小的增加,代谢物浓度的降低在很大程度上平衡了。
    OBJECTIVE: In plants, whole-genome duplication (WGD) is a common mutation with profound evolutionary potential. Given the costs associated with a superfluous genome copy, polyploid establishment is enigmatic. However, in the right environment, immediate phenotypic changes following WGD can facilitate establishment. Metabolite abundances are the direct output of the cell\'s regulatory network and determine much of the impact of environmental and genetic change on the phenotype. While it is well known that an increase in the bulk amount of genetic material can increase cell size, the impact of gene dosage multiplication on the metabolome remains largely unknown.
    METHODS: We used untargeted metabolomics on four genetically distinct diploid-neoautotetraploid pairs of the greater duckweed, Spirodela polyrhiza, to investigate how WGD affects metabolite abundances per cell and per biomass.
    RESULTS: Autopolyploidy increased metabolite levels per cell, but the response of individual metabolites varied considerably. However, the impact on metabolite level per biomass was restricted because the increased cell size reduced the metabolite concentration per cell. Nevertheless, we detected both quantitative and qualitative effects of WGD on the metabolome. Many effects were strain-specific, but some were shared by all four strains.
    CONCLUSIONS: The nature and impact of metabolic changes after WGD depended strongly on the genotype. Dosage effects have the potential to alter the plant metabolome qualitatively and quantitatively, but were largely balanced out by the reduction in metabolite concentration due to an increase in cell size in this species.
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  • 文章类型: Journal Article
    比较代谢组学在研究基因功能中起着至关重要的作用,探索代谢物的进化,加速作物遗传改良。然而,目前缺乏一个比较物种内和跨物种代谢物的系统平台.这里,我们报告了植物比较代谢组数据库(PCMD;http://yanglab。hzau.edu.cn/PCMD),基于530种植物预测代谢谱的多级比较数据库。PCMD作为比较不同水平代谢物特征的平台,包括物种,代谢物,通路,和生物分类学。该数据库还提供了一系列用户友好的在线工具,如物种比较,代谢物富集,和ID转换,使用户能够对不同物种的代谢物进行比较和富集分析。此外,PCMD通过标准化代谢物编号,基于现有代谢物相关数据库建立统一的系统。PCMD是目前可用的物种最丰富的比较植物代谢组学数据库,一个案例研究证明了它有能力为理解植物代谢多样性提供新的见解。
    Comparative metabolomics plays a crucial role in investigating gene function, exploring metabolite evolution, and accelerating crop genetic improvement. However, a systematic platform for comparing intra- and cross-species metabolites is currently lacking. Here, we report the Plant Comparative Metabolome Database (PCMD; http://yanglab.hzau.edu.cn/PCMD), a multilevel comparison database based on predicted metabolic profiles in 530 plant species. PCMD serves as a platform for comparing metabolite characteristics at various levels, including species, metabolites, pathways, and biological taxonomy. The database also provides a series of user-friendly online tools, such as Species-comparison, Metabolites-enrichment, and ID conversion, enabling users to perform comparisons and enrichment analyses of metabolites across different species. In addition, PCMD establishes a unified system based on existing metabolite-related databases by standardizing metabolite numbering. PCMD is the most species-rich comparative plant metabolomics database currently available, and a case study demonstrated its capability to provide new insights into understanding plant metabolic diversity.
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  • 文章类型: Journal Article
    Sojaepraeparatum(SSP),一种以其独特的风味和药用特性而闻名的发酵产品,由于各种微生物的作用,经历了复杂的发酵过程。尽管它广泛使用,这些微生物对SSP的风味化合物和功能成分的影响仍然知之甚少。本研究旨在通过确定20种代谢物作为SSP中潜在的关键风味物质来阐明这一方面。此外,甘氨酸和赖氨酸被确定为关键的风味物质。此外,24种代谢物被鉴定为关键功能成分。研究了参与发酵过程的优势微生物,揭示了6属真菌和12属细菌。在物种层面,通过宏基因组测序鉴定了16种微生物为优势微生物。Spearman相关性分析表明,优势微生物与风味物质和功能成分之间存在很强的关联。此外,该研究验证了四种核心功能微生物在改善SSP风味和质量方面的重要性。本文综合探索SSP功能微生物对SSP发酵过程中关键风味物质/功能成分的影响。研究结果为提高SSP的整体风味和品质提供了有价值的参考。
    Sojae semen praeparatum (SSP), a fermented product known for its distinctive flavor and medicinal properties, undergoes a complex fermentation process due to the action of various microorganisms. Despite its widespread use, the effect of these microorganisms on the flavor compounds and functional components of SSP remains poorly understood. This study aimed to shed light on this aspect by identifying 20 metabolites as potential key flavor substances in SSP. Moreover, glycine and lysine were identified as crucial flavor substances. Additionally, 24 metabolites were identified as key functional components. The dominant microorganisms involved in the fermentation process were examined, revealing six genera of fungi and 12 genera of bacteria. At the species level, 16 microorganisms were identified as dominant through metagenome sequencing. Spearman correlation analysis demonstrated a strong association between dominant microorganisms and both flavor substances and functional components. Furthermore, the study validated the significance of four core functional microorganisms in improving the flavor and quality of SSP. This comprehensive exploration of functional microorganisms of SSP on key flavor substances/functional components during SSP fermentation. The study findings serve as a valuable reference for enhancing the overall flavor and quality of SSP.
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  • 文章类型: Journal Article
    中国西湖龙井茶以其良好的风味和质量而闻名。然而,有关其相关代谢物的信息,除了类黄酮,很大程度上是有缺陷的。中国西湖龙井茶固定机的不同加工方法在第一和第二步(A1),第一步是机器,第二步是手工(A2),第一步手工,第二步机器(A3),使用基于UHPLC-QE-MS的代谢组学方法对第一步和第二步(A4)进行了比较。使用液相色谱-质谱法分析处理过的样品的代谢谱。共有490种代谢物(3种生物碱,3蒽,15苯和取代的衍生物,2苯并吡喃,13香豆素及其衍生物,128类黄酮,4呋喃类木脂素,16糖苷及其衍生物,5吲哚及其衍生物,18异香豆素及其衍生物,4个查耳酮和二氢查耳酮,4个萘并吡喃,3个核苷,78有机酸及其衍生物,55种有机氧化合物,5酚,109prenol脂质,3糖脂,3类固醇和类固醇衍生物,和17种单宁)被鉴定。使用PCA和OPLS-DA区分不同的代谢谱。代谢物的种类和含量存在差异,尤其是类黄酮,呋喃类木脂素,糖苷和衍生物,有机酸及其衍生物,和有机氧化合物。黄酮代谢与氨基酸代谢呈正相关。然而,黄酮代谢与氨基酸代谢呈负相关,与普瑞诺脂质代谢和单宁具有相同的趋势。这项研究提供了有关基于机器固定和手动固定方法加工的中国西湖龙井茶的代谢谱差异的新的有价值的信息。
    China Xihu Longjing tea is famous for its good flavor and quality. However, information on its related metabolites, except for flavonoids, is largely deficient. Different processing methods for China Xihu Longjing tea fixing-by machines at both the first and second step (A1), first step by machine and second step by hand (A2), first step by hand and second step by machine (A3), and by hand at both the first and second step (A4)-were compared using a UHPLC-QE-MS-based metabolomics approach. Liquid chromatography-mass spectrometry was used to analyze the metabolic profiles of the processed samples. A total of 490 metabolites (3 alkaloids, 3 anthracenes, 15 benzene and substituted derivatives, 2 benzopyrans, 13 coumarins and derivatives, 128 flavonoids, 4 furanoid lignans, 16 glycosides and derivatives, 5 indoles and derivatives, 18 isocoumarins and derivatives, 4 chalcones and dihydrochalcones, 4 naphthopyrans, 3 nucleosides, 78 organic acids and derivatives, 55 organooxygen compounds, 5 phenols, 109 prenol lipids, 3 saccharolipids, 3 steroids and steroid derivatives, and 17 tannins) were identified. The different metabolic profiles were distinguished using PCA and OPLS-DA. There were differences in the types and contents of the metabolites, especially flavonoids, furanoid lignans, glycosides and derivatives, organic acids and derivatives, and organooxygen compounds. There was a positive correlation between flavonoid metabolism and amino acid metabolism. However, there was a negative correlation between flavonoid metabolism and amino acid metabolism, which had the same trend as prenol lipid metabolism and tannins. This study provides new valuable information regarding differences in the metabolite profile of China Xihu Longjing tea processed based on machine fixing and on manual fixing methods.
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  • 文章类型: Journal Article
    网状柑橘皮(CRP),网状柑橘皮(DHP)是一种具有重要治疗价值的草药,用于治疗溃疡性结肠炎(UC)。然而,CRP的活性治疗成分尚不清楚.本研究旨在揭示与CRP药理特性潜在相关的代谢物。我们进行了类黄酮靶向代谢组学来表征CRP的成分(抗UC部分),采用网络药理学和分子对接的方法对陈皮和柑橘精液(无抗UC作用部位)的DHP和CRP的活性成分进行进一步筛选。脂多糖(LPS)刺激的RAW264.7细胞用于研究所选生物活性组分的抗炎作用。在DSS诱导的UC小鼠模型中进一步研究了所选组分的治疗效果。三种化合物,即景天苷,sinensetin,在所有筛选的成分中,hispidulin的对接得分最低。与用这些化合物处理的对照细胞相比,在LPS刺激的RAW264.7细胞中IL-6和NO浓度显著降低。此外,用这些化合物治疗的UC小鼠表现出体重减轻的逆转,抑制结肠长度缩短,改善结肠损伤。我们的结果表明,西恩西汀,景天苷,而酶体蛋白可用于UC的治疗。
    Citrus reticulata pericarpium (CRP), the peel of Citrus reticulata \'Dahongpao\' (DHP) is a medicinal herb with significant therapeutic value for treating ulcerative colitis (UC). However, the active therapeutic components of CRP are unclear. This study aims to reveal the metabolites potentially associated with the pharmacological properties of CRP. We performed flavonoid-targeting metabolomics to characterize the components of CRP (anti-UC part), tangerine pith and Citrus reticulata semen (no anti-UC effects parts) of DHP and further screened active components of CRP using network pharmacology and molecular docking. Lipopolysaccharide (LPS)-stimulated RAW 264.7 cells were used to study the anti-inflammatory effect of the selected biologically active components. The therapeutic effects of the selected components were further investigated in a mouse model of UC induced by DSS. Three compounds, namely nobiletin, sinensetin, and hispidulin had the lowest docking scores among all screened ingredients. IL-6 and NO concentrations were significantly decreased in the LPS-stimulated RAW264.7 cells compared with control cells treated with these compounds. Moreover, UC mice treated with these compounds showed a reversal in weight loss, inhibition of shortening of colon length, and amelioration of colon injury. Our results indicated that sinensetin, nobiletin, and hispidulin can be potentially used for the treatment of UC.
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  • 文章类型: Journal Article
    方法:最近提出老年蛋鸡作为一种比啮齿动物更有吸引力的动物模型,用于研究人类的非酒精性脂肪性肝病(NAFLD)。本研究旨在利用老龄蛋鸡模型揭示牛磺酸缓解NAFLD的作用及其代谢调控机制。
    结果:肝脏组织形态学和生化指标显示0.02%牛磺酸能有效缓解脂肪沉积和肝脏损伤。比较肝脏脂质组学和基因表达分析揭示牛磺酸促进脂解,脂肪酸氧化,脂质运输,减少肝脏的氧化应激。此外,比较血清代谢组学筛选与NAFLD呈负相关的六种核心代谢物,包括亚油酸,γ-亚麻酸,泛酸,L-蛋氨酸,2-甲基丁酰基肉碱,左旋肉碱和两种核心代谢物与NAFLD呈正相关,包括溶血磷脂酰胆碱(14:0/0:0)和溶血磷脂酰胆碱(16:0/0:0)。代谢途径分析显示牛磺酸主要调节亚油酸代谢,半胱氨酸和蛋氨酸代谢,肉碱代谢,泛酸和辅酶A的生物合成代谢,和甘油磷脂代谢上调六种负相关代谢物的水平,下调两种正相关代谢物的水平,以减轻老年母鸡的NAFLD。
    结论:本研究首次揭示了牛磺酸减轻老年母鸡NAFLD的潜在代谢机制,从而为牛磺酸在预防人和禽类NAFLD中的应用奠定了基础。
    METHODS: Aged laying hen is recently suggested as a more attractive animal model than rodent for studying nonalcoholic fatty liver disease (NAFLD) of humans. This study aims to reveal effects and metabolic regulation mechanisms of taurine alleviating NAFLD by using the aged laying hen model.
    RESULTS: Liver histomorphology and biochemical indices show 0.02% taurine effectively alleviated fat deposition and liver damage. Comparative liver lipidomics and gene expressions analyses reveal taurine promoted lipolysis, fatty acids oxidation, lipids transport, and reduced oxidative stress in liver. Furthermore, comparative serum metabolomics screen six core metabolites negatively correlated with NAFLD, including linoleic acid, gamma-linolenic acid, pantothenate, L-methionine, 2-methylbutyroylcarnitine, L-carnitine; and two core metabolites positively correlated with NAFLD, including lysophosphatidylcholine (14:0/0:0) and lysophosphatidylcholine (16:0/0:0). Metabolic pathway analysis reveals taurine mainly regulated linoleic acid metabolism, cysteine and methionine metabolism, carnitine metabolism, pantothenic acid and coenzyme A biosynthesis metabolism, and glycerophospholipid metabolism to up-adjust levels of six negatively correlated metabolites and down-adjust two positively correlated metabolites for alleviating NAFLD of aged hens.
    CONCLUSIONS: This study firstly reveals underlying metabolic mechanisms of taurine alleviating NAFLD using the aged hen model, thereby laying the foundation for taurine\'s application in the prevention of NAFLD in both human and poultry.
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  • 文章类型: Journal Article
    杨树,木本树种,被广泛用于工业生产和防护林带。杨树的不同无性系在形态和生理特征方面表现出明显的差异,然而,遗传变异对木材代谢物组成和丰度的影响尚未完全确定。在这项研究中,采用超高压液相色谱-三重飞行时间-质谱仪(UPLC-Triple-TOF-MS)研究了3个无性系杨木中代谢产物的变化,包括胡杨CL。\'55/65\',P.deltoidesCL。\'丹红\',和P.NigraCL.\'N179\'。总共鉴定出699种代谢物。聚类分析和主成分分析显示,木材的代谢差异允许区分不同种类的杨树。同时,在黑质假单胞菌和黑质假单胞菌之间筛选了八种显著不同的代谢物,这可能被认为是化学分类学的有价值的标记。此外,在三个克隆中获得了高度判别的352种代谢物,这些可能与独特属性的区别密切相关(例如,增长,杨木品种的刚度和耐受性)。本研究为进一步开展杨树木材代谢组学研究奠定了基础。并提供化学分类学标记,这些标记将刺激早期筛选潜在的优树。
    Poplar, a woody tree species, is widely used for industrial production and as a protective forest belt. Different clones of poplar exhibit clear variation in terms of morphological and physiological features, however, the impact of the genetic variation on the composition and abundance of wood metabolite have not been fully determined. In this study, ultra-high pressure liquid chromatography-triple time of flight-mass spectrometer (UPLC-Triple-TOF-MS) was used to explore the metabolite changes in poplar wood from three clones, including Populus deltoides CL. \'55/65\', P. deltoides CL. \'Danhong\', and P. nigra CL. \'N179\'. A total of 699 metabolites were identified. Clustering analysis and principal component analysis display that the metabolic differences of wood have allowed distinguishing different species of poplar. Meanwhile, eight significantly different metabolites were screened between P. deltoides and P. nigra, which may be considered as valuable markers for chemotaxonomy. In addition, the highly discriminant 352 metabolites were obtained among the three clones, and those may be closely related to the distinction in unique properties (e.g., growth, rigidity and tolerance) of the poplar wood cultivars. This study provides a foundation for further studies on wood metabolomics in poplar, and offers chemotaxonomic markers that will stimulate the early screening of potentially superior trees.
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  • 文章类型: Journal Article
    牦牛是生活在西藏低氧胁迫环境中的坚韧动物。然而,牦牛乳的代谢产物组成及其在低氧胁迫耐受中的作用仍未被研究。牦牛和人乳在低氧胁迫耐受性方面的异同也不清楚。本研究采用GC-MS方法对牦牛初乳(YC)和牦牛成熟乳(YMM)进行了研究,并在牦牛乳中鉴定出354种代谢产物。牦牛和人乳代谢物的比较代谢组学分析表明,超过70%的代谢物是物种特异性的。牦牛乳主要依赖于必需氨基酸-精氨酸和必需支链氨基酸(BCAAs):L-异亮氨酸,L-亮氨酸,L-缬氨酸耐受低氧应激。为了减缓低氧应激,人类母乳主要依赖于非必需氨基酸或衍生物的神经保护作用,如瓜氨酸,肌氨酸,和肌酸。此外,与低氧应激相关的代谢产物在YC中的富集程度明显高于YMM。这些结果揭示了牦牛和人乳的独特代谢产物组成,为牦牛和人乳应用于低氧胁迫耐受性提供了实用信息。
    Yaks are tough animals living in Tibet\'s hypoxic stress environment. However, the metabolite composition of yak milk and its role in hypoxic stress tolerance remains largely unexplored. The similarities and differences between yak and human milk in hypoxic stress tolerance are also unclear. This study explored yak colostrum (YC) and yak mature milk (YMM) using GC-MS, and 354 metabolites were identified in yak milk. A comparative metabolomic analysis of yak and human milk metabolites showed that over 70% of metabolites were species-specific. Yak milk relies mainly on essential amino acids- arginine and essential branched-chain amino acids (BCAAs): L-isoleucine, L-leucine, and L-valine tolerate hypoxic stress. To slow hypoxic stress, human breast milk relies primarily on the neuroprotective effects of non-essential amino acids or derivates, such as citrulline, sarcosine, and creatine. In addition, metabolites related to hypoxic stress were significantly enriched in YC than in YMM. These results reveal the unique metabolite composition of yak and human milk and provide practical information for applying yak and human milk to hypoxic stress tolerance.
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  • 文章类型: Journal Article
    广晨皮(GCP),网状柑橘的干果皮\'Chachi\',几个世纪以来,中国作为食品和膳食补充剂每天都在食用。其健康益处通常被认为取决于储存时间。然而,微生物和代谢物在长期储存过程中的具体作用尚不清楚。在这项研究中,比较代谢组学和高通量测序技术用于研究共存微生物对储存1~30年的GCP中代谢物的影响.总的来说,对386种代谢物进行了鉴定和表征。大多数化合物是类黄酮(37%),其次是酚酸(20%)。17种差异上调的代谢物被鉴定为GCP中潜在的关键代谢物。通过维恩图对比分析筛选出其中8个为关键活性成分,并通过网络药理学和分子对接进行验证。此外,长期储存可以促进次生代谢产物的积累。关于GCP微生物群,干霉在整个30年的衰老过程中占主导地位。此外,Spearman相关分析表明苏云金芽孢杆菌和双孢酵母,优势细菌和真菌物种,与关键活性代谢物密切相关。我们的结果表明,由优势微生物引起的活性成分的变化是影响GCP衰老过程的机制之一。我们的研究为可能改善GCP衰老过程的微生物相关代谢物变化提供了新的功能见解和研究观点。
    GuangChenpi (GCP), the dried pericarps of Citrus reticulata \'Chachi\', has been consumed daily as a food and dietary supplement in China for centuries. Its health benefits are generally recognized to be dependent on storage time. However, the specific roles of microorganisms and metabolites during long-term storage are still unclear. In this study, comparative metabolomics and high-throughput sequencing techniques were used to investigate the effects of co-existing microorganisms on the metabolites in GCP stored from 1 to 30 years. In total, 386 metabolites were identified and characterized. Most compounds were flavonoids (37%), followed by phenolic acids (20%). Seventeen differentially upregulated metabolites were identified as potential key metabolites in GCP, and 8 of them were screened out as key active ingredients by Venn diagram comparative analyses and verified by network pharmacology and molecular docking. In addition, long-term storage could promote the accumulation of secondary metabolites. Regarding the GCP microbiota, Xeromyces dominated the whole 30-year aging process.Moreover, Spearman correlation analysis indicated that Bacillus thuringiensis and Xeromyces bisporus, the dominant bacterial and fungal species, were strongly associated with the key active metabolites. Our results suggested that the change of active ingredients caused by the dominant microbial is one of the mechanisms affecting the GCP aging process. Our study provides novel functional insights and research perspectives on microorganism-associated metabolite changes that may improve the GCP aging process.
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  • 文章类型: Journal Article
    昆虫代谢产物在生理调节中起着至关重要的作用,行为,和许多昆虫的适应,这有助于他们成为最大的动物类。然而,昆虫体内的系统代谢组学仍不清楚。本研究基于HPLC-MS/MS技术进行了广泛靶向的代谢组学分析,以构建一个新颖的综合代谢数据库,该数据库提供了来自三种变态类型的9种昆虫物种的综合多代谢物谱。总共鉴定出1442种代谢物,包括氨基酸及其代谢产物,有机酸及其衍生物,脂肪酸(FAs),甘油磷脂(GP),核苷酸和它们的代谢物,和苯及其取代的衍生物。其中,根据它们的存在或不存在,使用622种代谢物来生成0和1基质,这些代谢物富含花生四烯酸代谢,酪氨酸代谢,苯丙氨酸代谢,和昆虫激素生物合成途径。我们的研究表明,物种的进化关系与基于代谢物类型的层次簇之间存在高度的一致性,而代谢物的数量显示出物种之间的高度多样性。9种代表性昆虫的代谢组为在代谢水平上实施昆虫系统代谢产物和生物事件的分析提供了重要平台。
    Insect metabolites play vital roles in regulating the physiology, behavior, and numerous adaptations of insects, which has contributed to them becoming the largest class of Animalia. However, systematic metabolomics within the insects is still unclear. The present study performed a widely targeted metabolomics analysis based on the HPLC-MS/MS technology to construct a novel integrated metabolic database presenting comprehensive multimetabolite profiles from nine insect species across three metamorphosis types. A total of 1442 metabolites were identified, including amino acids and their metabolites, organic acids and their derivatives, fatty acids (FAs), glycerophospholipids (GPs), nucleotides and their metabolites, and benzene and its substituted derivatives. Among them, 622 metabolites were used to generate a 0 and 1 matrix based on their presence or absence, and these metabolites were enriched in arachidonic acid metabolism, tyrosine metabolism, phenylalanine metabolism, and insect hormone biosynthesis pathways. Our study revealed that there is a high coincidence between the evolutionary relationships of the species and the hierarchical cluster based on the types of metabolites, while the quantities of the metabolites show a high diversity among species. The metabolome of the nine representative insects provides an important platform for implementing the analysis of insect systemic metabolites and biological events at the metabolic level.
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