分析基因谱中的偏见,使用人口微型模拟
Liliana P Calderón-Bernal1,2, Diego Alburez-Gutierrez3, Emilio Zagheni3
1Max Planck Institute for Demographic Research, Rostock, Germany. calderonbernal@demogr.mpg.de.
European journal of population = Revue europeenne de demographie
|December 5, 2025
概括
遗传学偏见会影响人口统计估计. 不完整的家族树低估了生育率和高估了预期寿命,突出了人口统计研究中需要全面数据的需要.
科学领域:
- 人口统计学 人口统计学
- 历史人口统计 历史人口统计
- 计算社会科学 计算社会科学
背景情况:
- 谱系提供丰富的人口统计数据,但容易产生偏见.
- 了解这些偏见对于准确的历史人口统计分析至关重要.
研究的目的:
- 评估上升家谱中的结构偏差对人口统计估计的影响.
- 量化血统生存,附带亲属覆盖和选择性遗漏如何影响生育率和死亡率的措施.
主要方法:
- 使用了SOCSIM微型模拟程序与瑞典历史数据 (1751-2022).
- 从"完全记录"的合成种群与"偏见注入"的人口统计估计进行了比较.
- 分析了包括血统生存,有限的附带亲属和选择性遗漏在内的偏见.
主要成果:
- 仅包括直接祖先,低估了总生育率 (TFR) 和高估了出生预期寿命,主要是由于未记录的婴儿/儿童死亡.
- 包括直接祖先的后代导致TFR高估,但改善了所有年龄段的死亡率估计.
- 与完全记录的基因相比,带有偏见的家谱显著改变了人口统计指标.
结论:
- 家谱树的完整性是从家谱数据准确的人口统计估计至关重要的.
- 谱系中的结构性偏见可能导致历史人口重建中的重大扭曲.
- 仔细考虑潜在的偏见对于可靠地利用家谱资源至关重要.
更多相关视频
04:41Mapping Alzheimer's Disease Variants to Their Target Genes Using Computational Analysis of Chromatin Configuration
Published on: January 9, 2020
19.3K
09:25Lineage Tracing and Clonal Analysis in Developing Cerebral Cortex Using Mosaic Analysis with Double Markers MADM
Published on: May 8, 2020
11.2K
相关概念视频
Pedigree Analysis
88.7K
Overview
88.7K
Bias in Epidemiological Studies
1.2K
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
1.2K
Population Growth
27.7K
Population size is dynamic, increasing with birth rates and immigration, and decreasing with death rates and emigration. In ideal conditions with unlimited resources, populations can increase exponentially, which plots as a J-shaped growth rate curve of population size against time. This type of curve is characteristic of newly-introduced invasive species, or populations that have suffered catastrophic declines and are rebounding.
27.7K
Applications of Life Tables
311
Life tables are versatile across various fields, providing a quantitative basis for analyzing mortality and survival rates. Whether used by demographers, actuaries, epidemiologists, or sociologists, life tables offer valuable insights into the dynamics of life and death, facilitating informed decisions in public health, insurance, conservation, and beyond. Their broad applicability highlights the interconnectedness of demographic data with practical outcomes in everyday life and strategic...
311
Genetic Drift
42.8K
Natural selection—probably the most well-known evolutionary mechanism—increases the prevalence of traits that enhance survival and reproduction. However, evolution does not merely propagate favorable traits, nor does it always benefit populations.
42.8K
Gene Duplication and Divergence
7.8K
The seminal work of Ohno in 1970 popularized the idea of gene duplication and divergence. DNA sequence comparison studies reveal that a large portion of the genes in bacteria, archaebacteria, and eukaryotes was generated by gene duplication and divergence, indicating its critical role in evolution.
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
The duplicated copies of the gene are called Paralogs. Paralogs with similar sequences and functions form a gene family. Across several species, a large number of gene families are...
7.8K
