贝叶斯模型用于评估复杂的海洋食物网中的有机物供应,使用氨基酸稳定同位素分析
Connor H H Shea1, Jeffrey C Drazen1, Brian N Popp2
1Department of Oceanography, University of Hawaii at Manoa, Honolulu, HI, United States of America.
PeerJ
|November 24, 2025
概括
一个新的贝叶斯混合模型使用氨基酸稳定同位素追踪浮游生物食物网中的有机物流. 这种模型增强了对深海食物网的理解,以及异质原体的作用.
科学领域:
- 生态生态学 生态生态学
- 生物地质化学生物地质化学
- 海洋科学 海洋科学
背景情况:
- 现有的稳定同位素混合模型无法追踪浮游生物食物网中的有机物流.
- 了解通过较低的食物营养水平转移的营养是海洋生态系统动态的关键.
研究的目的:
- 开发一个贝叶斯混合模型来追踪浮游生物食物网中的有机物质,使用氨基酸δ15N值.
- 估计热量关系,来源贡献和热量歧视因素.
主要方法:
- 开发了一种贝叶斯混合模型,其中包含了氨基酸特异性热量歧视因子.
- 将模型应用于模拟的动物浮游生物数据以评估性能.
- 确定了特定的氨基酸作为热带生态和有机物质来源的有效标记物.
主要成果:
- 有机物质供应模型成功估计了食用途径和来源贡献.
- 证明了该模型在理解深海有机物质供应和异质性原生体作用方面的实用性.
- 确定了谷氨酸,林,氨酸,氨酸和氨酸作为关键的氨基酸标记物.
结论:
- 有机物质供应模型为研究浮游生物食物网动态提供了一个新的框架.
- 突出了原生动物和元生动物在营养转移中的重要性.
- 为提高模型可靠性,建议排除具有可变分成的氨基酸 (例如,异氨酸,氨酸).
关键词:
在AA-CSIA中.在中层层层层层层层层层层层层层层层层层层层层层层层层混合模型的混合模型.抗议主义者 抗议主义者热带性歧视 热带性歧视热带生态学 热带生态学动物浮游生物 (zooplankton) 是一种生态浮游生物.更多相关视频
11:14Fatty Acid 13C Isotopologue Profiling Provides Insight into Trophic Carbon Transfer and Lipid Metabolism of Invertebrate Consumers
Published on: April 17, 2018
8.4K
10:17Laboratory Protocol for Genetic Gut Content Analyses of Aquatic Macroinvertebrates Using Group-specific rDNA Primers
Published on: October 5, 2017
9.2K
相关概念视频
Mass Spectrometry: Isotope Effect
3.8K
Most elements exist in nature as a mixture of isotopes. The isotopes differ in weight due to their respective number of neutrons. The molecular weight of a molecule is different depending on the specific isotope of its elements involved. As a result, the mass spectrum of the molecule exhibits peaks from the same fragment at multiple positions. The positions of these mass signals depend on the mass differences between isotopes. Furthermore, the intensity of these signals is dependent on the...
3.8K
Mass Spectrometry: Complex Analysis
1.5K
Mass spectrometry is an important technique for the identification of pure compounds. However, it has some limitations for the analysis of complex mixtures, often due to excessive fragmentation making the spectrum too complicated to decipher. Mass spectrometry can be combined with suitable separation methods in sequence, forming hyphenated methods, which are useful in the analysis of complex mixtures.
GC–MS is a powerful hyphenated method commonly used in forensics and environmental...
GC–MS is a powerful hyphenated method commonly used in forensics and environmental...
1.5K
Amino Acid Catabolism
954
Microorganisms rely on proteins as an essential carbon and energy source, particularly in environments with limited polysaccharides or lipids. However, proteins are too large to cross the plasma membrane unaided, necessitating enzymatic degradation. Microbes secrete extracellular proteases and peptidases that hydrolyze proteins into peptides, which can then be transported across the membrane. Once inside the cell, intracellular proteases degrade these peptides into free amino acids, which...
954
Inorganic Nitrogen Assimilation
436
Nitrogen is an essential element in biological systems, forming a crucial component of proteins, nucleic acids, and other cellular constituents. Many bacteria and archaea acquire nitrogen in the form of nitrate (NO₃⁻) or ammonia (NH₃), which are then assimilated into biomolecules through specific enzymatic pathways.Assimilatory Nitrate ReductionWhen nitrate enters the cell, it undergoes a two-step reduction process known as assimilatory nitrate reduction. Initially, the enzyme...
436
