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Phylogenetics and Coalescent Theory

Manual: General · Subject: Evolutionary Biology

This lesson develops tree inference, ancestral processes, gene tree-species tree discordance, and multilocus coalescent methods.

Trees as hypotheses about history

Phylogenetic inference

Phylogenetics reconstructs evolutionary relationships from molecular and morphological data. At the graduate level, the central issue is not whether a tree can be drawn, but how to distinguish gene histories from species histories, how to model substitution processes realistically, and how uncertainty propagates through downstream inference.

The coalescent

The coalescent models the ancestral relationships of sampled alleles backward in time. Under a standard neutral model, the expected waiting time for two lineages to coalesce is proportional to NeN_e. This framework links present-day sequence variation to historical demography, selection, and population structure.

Essential concepts

Gene tree
The genealogy of a particular locus
Species tree
The branching history of populations/species
Incomplete lineage sorting
Discordance caused by ancestral polymorphism
Introgression
Gene flow between diverged lineages

Why gene trees disagree with species trees

Incomplete lineage sorting

  • Common in rapid radiations
  • Arises from deep ancestral polymorphism

Introgression

  • Transfers alleles across species boundaries
  • Can mimic shared ancestry

What does the coalescent primarily describe?

What is incomplete lineage sorting?

Common phylogenetic methods

MethodStrength
Maximum likelihoodModel-based estimation with strong statistical foundation
Bayesian inferenceIntegrates over uncertainty and priors
Species-tree methodsAccounts for gene tree discordance across loci
Network methodsCan represent reticulate evolution and hybridization

How to think about phylogenetic uncertainty

  1. 1

    Check alignment quality and orthology assumptions.

  2. 2

    Choose an explicit substitution or trait-evolution model.

  3. 3

    Quantify support with bootstrap, posterior probabilities, or local measures.

  4. 4

    Assess whether discordance may reflect ILS, introgression, or model misspecification.

  5. 5

    Report uncertainty in topology, branch lengths, and ancestral state estimates.

Which phenomenon is best captured by phylogenetic networks rather than strictly bifurcating trees?

Why can rapid radiations be difficult to resolve phylogenetically?