使用混合物分布方法估计经常摄入的营养素的习惯摄入量
Smitha Joseph1,2, Santu Ghosh3, Sumathi Swaminathan4
1Research Scholar, Manipal Academy of Higher Education (MAHE), Manipal, India.
Frontiers in nutrition
|November 26, 2025
概括
一种新的混合物分布方法 (MDM) 简化了从饮食回忆中估计营养摄入量分布. 这种方法准确地评估了习惯性营养摄入量,特别是对于不经常摄入的营养素.
科学领域:
- 营养科学 营养科学
- 统计建模 统计建模
- 公共卫生 营养 公共卫生 营养
背景情况:
- 习惯性营养摄入往往遵循偏斜的分布,这是由于饮食召回报告中的零星消费模式.
- 目前用于估计这些分布的方法可能是计算密集和复杂的.
研究的目的:
- 引入和评估一种新的混合物分布方法 (MDM),用于估计习惯性营养摄入量分布.
- 为了比较MDM的表现与现有的方法,如爱荷华州立大学食品 (ISUF) 方法.
主要方法:
- 在MDM模型中,营养素消耗频率采用β-双项分布,摄入量采用马分布.
- 使用MDM和ISUF估计的习惯摄入量与印度儿童的24小时饮食回忆.
- 模拟评估了零膨胀数据对习惯摄入量估计的影响.
主要成果:
- 对于维生素B6和维生素B12,MDM和ISUF的平均习惯摄入量相当.
- 据MDM估计,习惯性摄入量增加,消费概率更高,超过低消费百分比的算术平均值.
- 对维生素B3,B5,B12,A和也观察到类似的可比结果.
结论:
- 该MDM提供了一个计算效率高,更简单的方法来估计习惯性营养摄入分布.
- 这种方法适用于很少消耗的营养素,可以使用标准的统计软件来实现.
- MDM从多个24小时的饮食回忆中准确估计习惯性摄入量,考虑消费概率.
相关概念视频
Dosage Regimens: Partial Pharmacokinetic Parameters
138
It is not uncommon for complete drug pharmacokinetic profiles to remain elusive in pharmacokinetics. This necessitates certain educated assumptions by pharmacokineticists to determine appropriate dosage regimens without comprehensive pharmacokinetic data from animal or human studies. One prevalent assumption is setting the bioavailability factor, denoted as F, to 1 or 100%. This assumption caters to the scenario where a drug doesn't achieve full systemic absorption, resulting in the patient...
138
One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation
1.1K
This lesson introduces two critical methods in pharmacokinetics, the Wagner-Nelson and Loo-Riegelman methods, used for estimating the absorption rate constant (ka) for drugs administered via non-intravenous routes. The Wagner-Nelson method relates ka to the plasma concentration derived from the slope of a semilog percent unabsorbed time plot. However, it is limited to drugs with one-compartment kinetics and can be impacted by factors like gastrointestinal motility or enzymatic degradation.
On...
On...
1.1K
Drug Accumulation During Multiple Dosing: Intermittent IV Infusions
224
Intermittent intravenous (IV) infusion is a method of drug administration where medications are delivered over short infusion periods followed by intervals of no drug delivery. This approach helps to prevent sustained high drug concentrations in the bloodstream, reducing the risk of adverse effects associated with prolonged exposure. Unlike continuous infusion, steady-state concentrations may not be achieved during a single dosing cycle but can be reached through repeated...
224
Drug Accumulation During Multiple Dosing: Repetitive IV Injections
239
Calculating drug dosage and accumulation in multiple-dose regimens is crucial for achieving therapeutic efficacy while avoiding toxicity. This involves determining the plasma drug concentrations over time to optimize dosing schedules. The principle of superposition is fundamental in this process, allowing for the prediction of drug concentration in plasma following multiple doses based on single-dose data.The principle of superposition asserts that the plasma concentration-time curves from...
239
Noncompartmental Analysis: Miscellaneous Pharmacokinetic Parameters
409
The noncompartmental approach is a widely used method in pharmacokinetics to assess drugs' behaviors in the body. It considers several factors, including clearance, bioavailability, and total volume of distribution.
One key aspect of the noncompartmental approach is determining a drug's total clearance. This can be done by dividing the drug dose by the area under the concentration-time curve from zero to infinity. The area under the concentration-time curve represents the drug's...
One key aspect of the noncompartmental approach is determining a drug's total clearance. This can be done by dividing the drug dose by the area under the concentration-time curve from zero to infinity. The area under the concentration-time curve represents the drug's...
409
Measurement of Bioavailability: Pharmacokinetic Methods
247
Pharmacokinetics is a vital branch of pharmacology that examines how drugs are absorbed, distributed, metabolized, and excreted by the body. Two key methodologies in pharmacokinetics are plasma drug concentration studies and urinary drug excretion analyses, both of which provide critical insights into a drug's therapeutic efficacy and bioavailability.Plasma Drug Concentration-Time StudiesPlasma drug concentration-time studies involve analyzing blood samples at specific intervals to quantify...
247


