Carbon Isotopes

碳同位素
  • 文章类型: Journal Article
    背景:评估关键食物网组成部分的历史动态对于了解气候变化如何影响北极海洋生态系统的结构至关重要。迄今为止,大多数回顾性稳定同位素研究都使用脊椎动物顶级捕食者和滤食无脊椎动物作为代理来评估北极潜在的生态系统变化。然而,由于漫长的生活史和特定的生态,使用这些分类单元时,生态系统的变化并不总是可以检测到的。此外,目前还没有对北极生物群的其他各种生态和分类类群进行回顾性稳定同位素研究.为了测试气候驱动的海洋生态系统变化是否反映在短命中生动物的生态学中,分析了来自低纬度北极和邻近水域的两种丰富的鱿鱼(Gonatusfabricii和Todarodessagultatus)中几丁质硬体结构中稳定同位素特征的个体发育变化,在1844年至2023年之间收集。
    结果:我们发现饮食和栖息地-使用普遍性(=机会主义选择而不是专业化)的时间增加,来自低纬度北极水域的G.fabricii的营养位置和生态位宽度。营养生态的这些变化与北极生态系统的大西洋化相吻合,其中包括增加食物网的泛化和更高的初级生产,以及气候变化导致北大西洋北方物种的涌入。自1990年代末/2000年代初以来,大西洋化尤其明显。我们在G.fabricii的营养生态学中发现的时间模式在以前的北极回顾性同位素生态学研究中基本上没有报道。因此,如今在高纬度北大西洋出现的T.sagittatus的饮食比十九世纪更加通才。
    结论:我们的结果表明,具有较短生命周期的大量机会性中捕食者(如鱿鱼)是在海洋生态系统中进行回顾性生态学研究的良好候选者。并确定由气候变化驱动的生态系统变化。北极食物网的增强泛化反映在鱿鱼的饮食泛化和生态位宽度增加,而北方食鱼的丰度增加反映在鱿鱼的营养位置增加。这些发现支持鱿鱼的机会主义和适应性,这使他们成为北极生态系统短期变化的潜在赢家。
    BACKGROUND: Assessing the historical dynamics of key food web components is crucial to understand how climate change impacts the structure of Arctic marine ecosystems. Most retrospective stable isotopic studies to date assessed potential ecosystem shifts in the Arctic using vertebrate top predators and filter-feeding invertebrates as proxies. However, due to long life histories and specific ecologies, ecosystem shifts are not always detectable when using these taxa. Moreover, there are currently no retrospective stable isotopic studies on various other ecological and taxonomic groups of Arctic biota. To test whether climate-driven shifts in marine ecosystems are reflected in the ecology of short-living mesopredators, ontogenetic changes in stable isotope signatures in chitinous hard body structures were analysed in two abundant squids (Gonatus fabricii and Todarodes sagittatus) from the low latitude Arctic and adjacent waters, collected between 1844 and 2023.
    RESULTS: We detected a temporal increase in diet and habitat-use generalism (= opportunistic choice rather than specialization), trophic position and niche width in G. fabricii from the low latitude Arctic waters. These shifts in trophic ecology matched with the Atlantification of the Arctic ecosystems, which includes increased generalization of food webs and higher primary production, and the influx of boreal species from the North Atlantic as a result of climate change. The Atlantification is especially marked since the late 1990s/early 2000s. The temporal patterns we found in G. fabricii\'s trophic ecology were largely unreported in previous Arctic retrospective isotopic ecology studies. Accordingly, T. sagittatus that occur nowadays in the high latitude North Atlantic have a more generalist diet than in the XIXth century.
    CONCLUSIONS: Our results suggest that abundant opportunistic mesopredators with short life cycles (such as squids) are good candidates for retrospective ecology studies in the marine ecosystems, and to identify ecosystem shifts driven by climate change. Enhanced generalization of Arctic food webs is reflected in increased diet generalism and niche width in squids, while increased abundance of boreal piscivorous fishes is reflected in squids\' increased trophic position. These findings support opportunism and adaptability in squids, which renders them as potential winners of short-term shifts in Arctic ecosystems.
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  • 文章类型: Journal Article
    非酒精性脂肪性肝炎(NASH)从其早期阶段的特点是肝脏微环境的深刻重塑,包括多种细胞类型和相关基因表达模式的组成和活性的变化。超极化(HP)13CMRI提供了代谢微环境的独特视图,与肝脏疾病的早期诊断潜在的相关性。以前的研究已经检测到HP13C丙酮酸转化为乳酸的变化,乳酸脱氢酶(LDH)催化,实验性肝损伤。HPα-酮丁酸酯(α-KB)是丙酮酸的紧密分子类似物,对LDH亚型具有修饰的特异性,特异性减弱其LDHA表达的亚基占主导地位的肝实质的活性。基于最近丙酮酸盐的结果,我们研究了甲硫氨酸-胆碱缺乏(MCD)饮食中的HPαKB作为早期NASH模型。这种新试剂和丙酮酸盐之间的结果相似(细胞质还原能力下降约50%),与来自模型的基因表达数据一起解释,这表明变化是通过对中间代谢的广泛影响来介导的。合理的机制是通过上调糖异生(GNG)和磷酸戊糖途径(PPP)通量来消耗乳酸池,以及可能向乳酸氧化增加的转变。这些变化可能反映了NASH中高水平的氧化应激和/或转移的巨噬细胞群。
    Non-alcoholic steatohepatitis (NASH) is characterized from its early stages by a profound remodeling of the liver microenvironment, encompassing changes in the composition and activities of multiple cell types and associated gene expression patterns. Hyperpolarized (HP) 13C MRI provides a unique view of the metabolic microenvironment, with potential relevance for early diagnosis of liver disease. Previous studies have detected changes in HP 13C pyruvate to lactate conversion, catalyzed by lactate dehydrogenase (LDH), with experimental liver injury. HP ∝ -ketobutyrate ( ∝ KB) is a close molecular analog of pyruvate with modified specificity for LDH isoforms, specifically attenuated activity with their LDHA-expressed subunits that dominate liver parenchyma. Building on recent results with pyruvate, we investigated HP ∝ KB in methionine-choline deficient (MCD) diet as a model of early-stage NASH. Similarity of results between this new agent and pyruvate (~ 50% drop in cytoplasmic reducing capacity), interpreted together with gene expression data from the model, suggests that changes are mediated through broad effects on intermediary metabolism. Plausible mechanisms are depletion of the lactate pool by upregulation of gluconeogenesis (GNG) and pentose phosphate pathway (PPP) flux, and a possible shift toward increased lactate oxidation. These changes may reflect high levels of oxidative stress and/or shifting macrophage populations in NASH.
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  • 文章类型: Journal Article
    消费者中稳定同位素的分析通常用于研究其生态和/或环境生态位。有,然而,关于同位素值与饮食的关系以及其他变异来源如何混淆这种联系的争论相当大,这可能会破坏效用。从简单的分析,但一般情况下,消费生物体同位素掺入模型,我们研究了个体之间同位素方差之间的关系,和消费人群中的饮食差异。我们表明,消费者同位素值的方差与饮食变化成正比(通过辛普森指数),饮食中同位素不同食物来源的数量,以及食物来源同位素值内部和之间的基线变化。此外,当考虑消费者体内的时间饮食变化时,我们确定了饮食转换率和组织转换率之间的相互作用,这些相互作用控制了稳定同位素检测饮食变化的敏感性.我们的工作表明,消费者稳定同位素值的变化反映了他们饮食的变化。这种关系,然而,可能与其他因素混淆,以至于它们可能掩盖了来自饮食的信号。我们展示了在某些情况下,简单的定量校正如何恢复直接的1:1相关性,在其他方面,我们可以根据我们的模型产生的新理解来调整我们的解释。我们的框架为实证研究的设计和分析提供了指导,其目标是从稳定同位素数据中推断生态位宽度。
    Analysis of stable isotopes in consumers is used commonly to study their ecological and/or environmental niche. There is, however, considerable debate regarding how isotopic values relate to diet and how other sources of variation confound this link, which can undermine the utility. From the analysis of a simple, but general, model of isotopic incorporation in consumer organisms, we examine the relationship between isotopic variance among individuals, and diet variability within a consumer population. We show that variance in consumer isotope values is directly proportional to variation in diet (through Simpson indices), to the number of isotopically distinct food sources in the diet, and to the baseline variation within and among the isotope values of the food sources. Additionally, when considering temporal diet variation within a consumer we identify the interplay between diet turnover rates and tissue turnover rates that controls the sensitivity of stable isotopes to detect diet variation. Our work demonstrates that variation in the stable isotope values of consumers reflect variation in their diet. This relationship, however, can be confounded with other factors to the extent that they may mask the signal coming from diet. We show how simple quantitative corrections can recover a direct 1:1 correlation in some situations, and in others we can adjust our interpretation in light of the new understanding arising from our models. Our framework provides guidance for the design and analysis of empirical studies where the goal is to infer niche width from stable isotope data.
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  • 文章类型: Journal Article
    在莫斯卡托葡萄中,MoscatoGiallo是一种葡萄品种,其特征是游离和糖基化的单萜类化合物含量高,这给葡萄酒带来了非常强烈的成熟水果和花朵的味道。MoscatoGiallo的芳香花束受到高浓度芳樟醇的强烈影响,香叶醇,芳樟醇氧化物,柠檬烯,α-松油醇,香茅醇,hotrienol,二烯二醇,反式/顺式-8-羟基芳樟醇,香叶酸和月桂烯,给柑橘,罗斯,和桃子笔记。除了定性定量分析,文献中没有关于葡萄和葡萄酒中目标挥发性化合物同位素值的研究。然而,稳定同位素比率的分析代表了负责官方消费者保护的实验室使用的现代而强大的工具,用于食品质量和真实性评估。为了这个目标,通过GC-MS/MS分析了从葡萄和葡萄酒中提取的芳香化合物,来定义香气概况,和GC-C/Py-IRMS,进行初步的同位素化合物特异性研究。在2021年的收获季节,从两个以种植这种芳香品种而闻名的意大利地区收集了17个MoscatoGiallo葡萄样品,特伦蒂诺·奥托·阿迪杰和威尼托,相应的葡萄酒是在微型酒厂规模生产的。GC-MS/MS分析证实了糖基化和游离形式的典型萜类化合物的存在。负责MoscatoGiallo品种的特征香气,而化合物特异性同位素比分析使我们能够首次确定主要挥发性化合物的碳(δ13C)和氢(δ2H)同位素特征。
    Among the Moscato grapes, Moscato Giallo is a winegrape variety characterised by a high content of free and glycosylated monoterpenoids, which gives wines very intense notes of ripe fruit and flowers. The aromatic bouquet of Moscato Giallo is strongly influenced by the high concentration of linalool, geraniol, linalool oxides, limonene, α-terpineol, citronellol, hotrienol, diendiols, trans/cis-8-hydroxy linalool, geranic acid and myrcene, that give citrus, rose, and peach notes. Except for quali-quantitative analysis, no investigations regarding the isotopic values of the target volatile compounds in grapes and wines are documented in the literature. Nevertheless, the analysis of the stable isotope ratio represents a modern and powerful tool used by the laboratories responsible for official consumer protection, for food quality and genuineness assessment. To this aim, the aromatic compounds extracted from grapes and wine were analysed both by GC-MS/MS, to define the aroma profiles, and by GC-C/Py-IRMS, for a preliminary isotope compound-specific investigation. Seventeen samples of Moscato Giallo grapes were collected during the harvest season in 2021 from two Italian regions renowned for the cultivation of this aromatic variety, Trentino Alto Adige and Veneto, and the corresponding wines were produced at micro-winery scale. The GC-MS/MS analysis confirmed the presence of the typical terpenoids both in glycosylated and free forms, responsible for the characteristic aroma of the Moscato Giallo variety, while the compound-specific isotope ratio analysis allowed us to determine the carbon (δ13C) and hydrogen (δ2H) isotopic signatures of the major volatile compounds for the first time.
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  • 文章类型: Journal Article
    测定δ13C和δ15N值是考古同位素分析中的常用方法-在研究植物和人类遗骸中,饮食习惯,和不太典型的土壤(为了了解农业种植方法,包括受精)。稳定同位素测量也常用于生态学研究,以区分不同的生态系统,追踪历时过程和生物地球化学机制,然而,该方法在地球化学勘探中的应用,为了确定历史土地利用影响,仍未探索。手头的研究集中在西多会庄园的一个荒芜之地,可追溯至十三至十五世纪。已将人为影响的土壤的同位素测量值与大约400种古植物学进行了比较,土壤,和全球收集的沉积物样本。结果揭示了同位素测量在土壤中研究过去土地利用的影响的潜力,因为同位素测量确定了特定类型的农业活动,区分作物生产或放牧。δ13C和δ15N比率也可能反映了施肥实践,在这种情况下,结果表明存在谷物种植(C3循环植物)和施肥,并且中世纪庄园的所在地主要用于谷物生产而不是畜牧业。
    The determination of δ13C and δ15N values is a common method in archaeological isotope analysis-in studying botanical and human remains, dietary practices, and less typically soils (to understand methods of agricultural cultivation, including fertilization). Stable isotope measurements are also commonly used in ecological studies to distinguish different ecosystems and to trace diachronic processes and biogeochemical mechanisms, however, the application of this method in geochemical prospection, for determining historic land-use impact, remains unexplored. The study at hand focuses on a deserted site of a Cistercian manor, dating from the thirteenth to fifteenth centuries. Isotopic measurements of anthropogenically influenced soils have been compared to approximately 400 archaeobotanical, soil, and sediment samples collected globally. The results reveal the potential of isotope measurements in soil to study the impact of past land use as isotope measurements identify specific types of agricultural activities, distinguishing crop production or grazing. δ13C and δ15N ratios also likely reflect fertilization practices and-in this case-the results indicate the presence of cereal cultivation (C3 cycle plants) and fertilization and that the site of the medieval manor was primarily used for grain production rather than animal husbandry.
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  • 文章类型: Journal Article
    近年来,考古研究中产生的人类碳(δ13C)和氮(δ15N)同位素数据的数量显着增加。然而,骨骼重塑的知识,它对同位素变化的影响,同位素数据的时间分辨率仍然知之甚少。不同的重塑率意味着不同的元素(例如,股骨和肋骨)产生不同的时间信号,但很少有研究检查元素内变异性。这项研究使用骨骼种群密度以及高分辨率的碳和氮同位素数据调查了人类骨骼重塑,关注股骨横截面的变化,从骨膜到内骨表面。结果表明,单个碎片的横截面段之间的同位素值存在相当大的差异,碳最高为1.3‰,氮最高为1.8‰,说明了标准化抽样策略的必要性。骨骼部分之间的重塑也有所不同,主要发生在内膜部分,其次是中皮质和骨膜。因此,内膜部分可能反映了更接近死亡时间的较短寿命,与预期一致。相比之下,骨膜表面提供更长的平均值,虽然也有例外。结果表明,骨群密度与δ15N或δ13C之间呈弱负相关,确认重塑对同位素值有影响,但不是主要驱动因素。然而,在骨内膜和骨膜区域之间发现了一致的δ15N和δ13C升高(平均0.5‰),这需要进一步调查。这些发现表明,随着进一步的研究,单骨碎片有可能重建生活中的饮食变化和流动性,从而减少破坏性采样。
    The volume of human carbon (δ13C) and nitrogen (δ15N) isotope data produced in archaeological research has increased markedly in recent years. However, knowledge of bone remodelling, its impact on isotope variation, and the temporal resolution of isotope data remains poorly understood. Varied remodelling rates mean different elements (e.g., femur and rib) produce different temporal signals but little research has examined intra-element variability. This study investigates human bone remodelling using osteon population density and the relationship with carbon and nitrogen isotope data at a high resolution, focusing on variation through femoral cross-sections, from periosteal to endosteal surfaces. Results demonstrate considerable differences in isotope values between cross-sectional segments of a single fragment, by up to 1.3‰ for carbon and 1.8‰ for nitrogen, illustrating the need for standardised sampling strategies. Remodelling also varies between bone sections, occurring predominantly within the endosteal portion, followed by the midcortical and periosteal. Therefore, the endosteal portion likely reflects a shorter period of life closer to the time of death, consistent with expectations. By contrast, the periosteal surface provides a longer average, though there were exceptions to this. Results revealed a weak negative correlation between osteon population density and δ15N or δ13C, confirming that remodelling has an effect on isotope values but is not the principal driver. However, a consistent elevation of δ15N and δ13C (0.5‰ average) was found between the endosteal and periosteal regions, which requires further investigation. These findings suggest that, with further research, there is potential for single bone fragments to reconstruct in-life dietary change and mobility, thus reducing destructive sampling.
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  • 文章类型: Journal Article
    先前公布的数据已经证实,添加柠檬酸粉提高了13C-尿素呼气试验(13C-UBT)的准确性。然而,一些研究表明,柠檬酸测试餐可能是不必要的。因此,这项研究的目的是评估13C-UBT与柠檬酸餐的组合用于诊断中国人群中幽门螺杆菌(Hp)感染,特别是对于结果处于灰色地带的患者。在这项配对的自我对照研究中,所有受试者先前都接受了不含柠檬酸餐的13C-UBTs,并根据柠檬酸的不同剂量随机分为两组(低剂量柠檬酸组和高剂量柠檬酸组,包括含0.68克和3.84克柠檬酸粉的膳食,分别)。快速脲酶试验(CLO)阳性试验和组织学结果被认为是“金标准”。基线(DOB)值的平均增量,灵敏度,特异性,阳性预测值(PPV),比较两组的阴性预测值(NPV)和准确性,特别是对于结果处于灰色地带的患者。总的来说,对285名患者进行了测试。在这些病人中,189例纳入低剂量柠檬酸组,高剂量柠檬酸组包括96例。在没有柠檬酸的13C-UBT结果阳性的患者中[相对于基线(DOB)值≥4‰,n=174],无柠檬酸的13C-UBT结果为阴性(DOB值<4‰,n=111),8.0%(14/174)为假阳性,和0.9%(1/111)的假阴性确定的黄金标准。在14例假阳性患者中,78.6%(11/14)的假阳性在4-10‰的灰色区域。然而,柠檬酸在4-10‰的灰色区域没有假阳性13C-UBT结果。在商业13C-UBT与低剂量柠檬酸组中的13C-UBT的比较中,灵敏度,特异性,PPV,15分钟的净现值和准确度如下:99.1%vs.99.1%,97.5%vs.88.9%,98.2%vs.92.2%,98.8%与98.6%和98.4%vs.94.7%,分别。在4.0-10.0‰的灰色地带,在低剂量柠檬酸组中,商业13C-UBT与13C-UBT的比较,灵敏度,特异性,PPV,15分钟时的准确度如下:94.4%vs.100.0%,100.0%vs.0%,100.0%vs.75.0%和95.8%与75.0%,分别。在低和高剂量柠檬酸组的15-min和30-min测量间隔之间没有观察到显著差异,包括结果在灰色地带的患者。低剂量柠檬酸试验,最佳测量间隔为15分钟,在中国人群中,Hp感染的诊断非常准确,特别是对于结果处于灰色地带的个人。
    Previous published data have confirmed that the addition of a citric acid meal improves the accuracy of the 13C-urea breath test (13C-UBT). However, some studies have suggested that a citric acid test meal may not be necessary. Thus, the aim of this study was to evaluate the combination of a 13C-UBT with a citric acid meal for the diagnosis of Helicobacter pylori (Hp) infection in a Chinese population, particularly for patients with results in the gray zone. In this paired self-controlled study, all subjects had previously undergone 13C-UBTs without citric acid meals and were randomly divided into two groups based on different doses of citric acid (a low-dose citric acid group and a high-dose citric acid group, comprising meals with 0.68 g and 3.84 g citric acid powder, respectively). Positive rapid urease test (CLO) test and histology results were considered the \'gold standard\'. The mean delta over baseline (DOB) value, sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy were compared between the two groups, particularly for patients with results in the gray zone. In total, 285 patients were tested. Of these patients, 189 were included in the low-dose citric acid group, and 96 were included in the high-dose citric acid group. Among patients with a positive 13C-UBT result without citric acid [delta over baseline (DOB) value ≥ 4‰, n = 174] and a negative 13C-UBT result without citric acid (DOB value < 4‰, n = 111), 8.0% (14/174) were false positive, and 0.9% (1/111) was false negative as determined by gold standard. Of 14 patients with false positive, 78.6% (11/14) false positive were in the gray zone of 4-10‰. However, there were no false positive 13C-UBT results with citric acid in the the gray zone of 4-10‰. In the comparison of the commercial 13C-UBT with the 13C-UBT in the low-dose citric acid group, the sensitivity, specificity, PPV, NPV and accuracy at 15 min were as follows: 99.1% vs. 99.1%, 97.5% vs. 88.9%, 98.2% vs. 92.2%, 98.8% vs. 98.6% and 98.4% vs. 94.7%, respectively. In the the gray zone of 4.0-10.0‰, the comparison of the commercial 13C-UBT with the 13C-UBT in the low-dose citric acid group, the sensitivity, specificity, PPV, and accuracy at 15 min were as follows: 94.4% vs. 100.0%, 100.0% vs. 0%, 100.0% vs. 75.0% and 95.8% vs. 75.0%, respectively. No significant difference was observed between the 15-min and 30-min measurement intervals in the low- and high-dose citric acid groups, including patients with results in the gray zone. The low-dose citric acid test, with an optimal measurement interval of 15 min, was highly accurate in the diagnosis of Hp infection in the Chinese population, especially for individuals with results in the gray zone.
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  • 文章类型: Journal Article
    稳定同位素方法已用于研究人类的蛋白质代谢;然而,在狗中的应用并不经常被探索。本研究比较了前体(13C-亮氨酸)的方法,最终产品(15N-甘氨酸),和氨基酸氧化(13C-苯丙氨酸)来确定老年犬的全身蛋白质转换率。六只狗(12.7±2.6岁,13.6±0.6kg体重)接受干食物饮食以进行维持,并连续进行上述所有方法。建立13C和15N动力学,根据不同的方法,血浆,尿液,使用专门设计的面罩收集呼出的空气。使用呼吸测量法测定CO2的体积。该研究包括四种方法。13C-亮氨酸,13C-苯丙氨酸用呼出的空气进行评估,用尿液评估13C-苯丙氨酸,和15N-甘氨酸,每个方法有六只狗(重复)。对数据进行方差分析,并使用Tukey检验比较平均值(P<0.05)。此外,使用Pearson相关性和Bland-Altman统计学评估方法之间的一致性。蛋白质合成(3.39±0.33g.kg-0.75。d-1),击穿(3.26±0.18g.kg-0.75.d-1),四种研究方法的通量估计相似(P>0.05)。然而,只有13C-亮氨酸和13C-苯丙氨酸(过期空气)呈现升高的Pearson相关性和一致性。这表明,在将结果与其他方法进行比较时,应谨慎行事。
    Stable isotope methods have been used to study protein metabolism in humans; however, there application in dogs has not been frequently explored. The present study compared the methods of precursor (13C-Leucine), end-products (15N-Glycine), and amino acid oxidation (13C-Phenylalanine) to determine the whole-body protein turnover rate in senior dogs. Six dogs (12.7 ± 2.6 years age, 13.6 ± 0.6 kg bodyweight) received a dry food diet for maintenance and were subjected to all the above-mentioned methods in succession. To establish 13C and 15N kinetics, according to different methodologies blood plasma, urine, and expired air were collected using a specifically designed mask. The volume of CO2 was determined using respirometry. The study included four methods viz. 13C-Leucine, 13C-Phenylalanine evaluated with expired air, 13C-Phenylalanine evaluated with urine, and 15N-Glycine, with six dogs (repetitions) per method. Data was subjected to variance analysis and means were compared using the Tukey test (P<0.05). In addition, the agreement between the methods was evaluated using Pearson correlation and Bland-Altman statistics. Protein synthesis (3.39 ± 0.33 g.kg-0,75. d-1), breakdown (3.26 ± 0.18 g.kg-0.75.d-1), and flux estimations were similar among the four methods of study (P>0.05). However, only 13C-Leucine and 13C-Phenylalanine (expired air) presented an elevated Pearson correlation and concordance. This suggested that caution should be applied while comparing the results with the other methodologies.
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  • 文章类型: Journal Article
    使用稳定同位素识别野生动物的同化饮食已经建立,其中食物网中的潜在饮食项目在同位素上是不同的。随着混合模型的出现,以及此类模型的贝叶斯扩展(贝叶斯稳定同位素混合模型,BSIMMs),可用于这些努力的统计技术正在迅速增加。BSIMMs量化饮食的准确性,然而,取决于几个因素,包括组织辨别因子(TDF;Δ)的不确定性和适当的错误结构的识别。尽管BSIMM的性能大多是通过模拟来评估的,在这里,我们通过在受控环境条件下在四种同位素不同的饮食上饲养家养肉鸡(家鸡)来测试BSIMMs的功效,非常适合评估影响TDF的因素,并测试BSIMMs如何将单个鸟类分配给同位素相似性不同的饮食。对于肝脏和羽毛组织,饮食组之间的δ13C和δ15N值不同。肝脏的Δ13C,但不是羽毛,与个体增加体重的速度呈负相关。对于Δ15N,我们确定了饮食组的影响,性别,和组织类型,以及性别和组织类型之间的相互作用,女性的肝脏Δ15N高于男性。对于这两种组织,BSIMMs分配了大多数小鸡来纠正饮食组,特别是对于使用组合TDF而不是饮食特异性TDF的模型,以及那些应用乘法错误结构的人。ThesefindingsprovidesnewinformationonhowbiologicalprocessesaffectTDFandconfirmthatadequatelyaccountingforvariabilityinconsumer同位素isnecessarytooptimizationperformanceofBSIMMs.实验结果表明,当适当地参数化时,这些模型可靠地表征了消耗的饮食。
    Discerning assimilated diets of wild animals using stable isotopes is well established where potential dietary items in food webs are isotopically distinct. With the advent of mixing models, and Bayesian extensions of such models (Bayesian Stable Isotope Mixing Models, BSIMMs), statistical techniques available for these efforts have been rapidly increasing. The accuracy with which BSIMMs quantify diet, however, depends on several factors including uncertainty in tissue discrimination factors (TDFs; Δ) and identification of appropriate error structures. Whereas performance of BSIMMs has mostly been evaluated with simulations, here we test the efficacy of BSIMMs by raising domestic broiler chicks (Gallus gallus domesticus) on four isotopically distinct diets under controlled environmental conditions, ideal for evaluating factors that affect TDFs and testing how BSIMMs allocate individual birds to diets that vary in isotopic similarity. For both liver and feather tissues, δ13C and δ 15N values differed among dietary groups. Δ13C of liver, but not feather, was negatively related to the rate at which individuals gained body mass. For Δ15N, we identified effects of dietary group, sex, and tissue type, as well as an interaction between sex and tissue type, with females having higher liver Δ15N relative to males. For both tissues, BSIMMs allocated most chicks to correct dietary groups, especially for models using combined TDFs rather than diet-specific TDFs, and those applying a multiplicative error structure. These findings provide new information on how biological processes affect TDFs and confirm that adequately accounting for variability in consumer isotopes is necessary to optimize performance of BSIMMs. Moreover, results demonstrate experimentally that these models reliably characterize consumed diets when appropriately parameterized.
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  • 文章类型: Journal Article
    甲基-TrosY核磁共振(NMR)光谱是表征溶液中大型生物分子的强大技术。然而,为这些实验准备样品要求很高,需要氘代,限制其使用。在这里,我们证明了核磁共振波谱记录在质子化,可以使用深度神经网络处理均匀13C标记的样品,以产生与典型的氘代甲基-TROSY光谱质量相似的光谱,可能为细菌系统中无法产生的蛋白质提供信息。我们在分子量在42-360kDa范围内的三种蛋白质上实验验证了该方法。我们进一步证明了我们的方法对大肠杆菌苹果酸合成酶G(81kDa)的3DNOESY光谱的适用性,其中观察到的NOE交叉峰与可用结构非常吻合。该方法代表了使用深度学习分析复杂磁共振数据领域的进步,并可能在未来几年对大型生物分子的研究产生影响。
    Methyl-TROSY nuclear magnetic resonance (NMR) spectroscopy is a powerful technique for characterising large biomolecules in solution. However, preparing samples for these experiments is demanding and entails deuteration, limiting its use. Here we demonstrate that NMR spectra recorded on protonated, uniformly 13C labelled samples can be processed using deep neural networks to yield spectra that are of similar quality to typical deuterated methyl-TROSY spectra, potentially providing information for proteins that cannot be produced in bacterial systems. We validate the methodology experimentally on three proteins with molecular weights in the range 42-360 kDa. We further demonstrate the applicability of our methodology to 3D NOESY spectra of Escherichia coli Malate Synthase G (81 kDa), where observed NOE cross-peaks are in good agreement with the available structure. The method represents an advance in the field of using deep learning to analyse complex magnetic resonance data and could have an impact on the study of large biomolecules in years to come.
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