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Updated: Jan 18, 2026

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Using Phylogenetic Analysis to Investigate Eukaryotic Gene Origin
Published on: August 14, 2018
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Detecting Introgression in Shallow Phylogenies: How Minor Molecular Clock Deviations Lead to Major Inference Errors.
Xiao-Xu Pang1,2, Jianquan Liu1, Da-Yong Zhang2
1College of Ecology, Lanzhou University, Lanzhou 730000, China.
Molecular Biology and Evolution
|September 10, 2025
Summary
Molecular clock deviations significantly impact introgression detection in closely related species. New research shows even minor rate variations can cause false positives in gene flow studies.
Area of Science:
- Evolutionary biology
- Genomics
- Population genetics
Background:
- Interspecific gene flow is widespread, but detection methods often assume a molecular clock.
- Rate variation across lineages challenges the molecular clock assumption.
- The impact of rate heterogeneity on introgression detection in closely related taxa is poorly understood.
Purpose of the Study:
- To evaluate the robustness of widely used introgression detection methods (D-statistic, HyDe) to rate variation.
- To assess the effect of rate heterogeneity on phylogenetic timescales, particularly shallow ones.
- To understand how rate variation influences false-positive rates in gene flow detection.
Main Methods:
- Theoretical analyses and simulations were employed.
- The study focused on site pattern methods like the D-statistic and HyDe.
- Simulations incorporated varying degrees of rate variation and phylogenetic depths.
Main Results:
- Both D-statistic and HyDe methods are highly sensitive to minor molecular clock deviations at shallow evolutionary timescales.
- Rate variation can substantially inflate false-positive rates, especially in young phylogenies with small population sizes.
- Using a more distant outgroup exacerbates these spurious signals.
Conclusions:
- Summary tests for introgression are vulnerable to minor rate variations.
- Existing methods may generate false signals of gene flow due to rate heterogeneity.
- Advanced methodologies are crucial for accurately distinguishing genuine introgression from rate-induced artifacts.
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