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Biology · Phylogeny, Classification & the Tree of Life

Horizontal gene transfer, evolutionary networks and uncertainty

Three species have one inferred branching history, while a gene sampled from them has another. Must the gene analysis be wrong? Perhaps, but real biological processes can also make a correctly inferred gene history differ from the species history.

Heredity, Variation & Evolution introduces inherited differences and common ancestry; Evolutionary Processes & Adaptation distinguishes observations from evolutionary mechanisms. Species, Speciation & Macroevolution provides useful context for species concepts and reticulate histories, though its detailed cases are optional here. You need to read small tables, add branch values and compare fractions. Each tree and probability rule is explained before it is used; no programming or previous taxonomic vocabulary is assumed.

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By the end, you can

Distinguish species branching from the histories of individual gene copies and recognise alternative causes of discordance.

01

State which copies and events a gene tree represents

A species tree describes divergence among the represented species lineages. A gene tree follows the ancestry of sampled copies at a locus or region. Within that history, gene-copy lineages can join backwards in time at a shared ancestral copy, a coalescence. Depending on the dataset and history, gene trees can also include duplications and transfers. Not every gene-tree node denotes a species split.

Homologous copies share ancestry, but the event separating them matters. Orthologous relationships refer to separation by speciation; paralogous relationships refer to gene duplication. Paralogs can occur within one species or across different species. These terms describe history, not a guarantee of identical function.

Our two-species model begins with one gene copy that duplicates into lineages x and y before species A and B diverge. Without further duplication or loss, A and B each retain x and y. A-x and B-x are orthologs in the model, as are A-y and B-y. Comparing A-x with B-y instead crosses the older duplication event.

A later loss of A-y would leave three observed copies, not undo the duplication. A study that sampled only A-x and B-y could mistakenly treat its older gene divergence as the A/B species divergence. Copy identification, gene arrangements and wider sampling help test that interpretation.

One duplication, one species split, four copies

One duplication, one species split, four copiesA species A/B split is aligned with an independent gene tree showing an older duplication, two copy families and an optional later loss.Species history01234A/B speciesancestorSpecies ASpecies BModel time before presentGene-copy history01234Older geneduplicationCopy-family xancestor atspecies splitCopy-family yancestor atspecies splitA-xB-xA-yB-yModel time before presentSeparate later-loss alternative01234Older geneduplicationCopy-family xancestor atspecies splitCopy-family yancestor atspecies splitA-xB-xB-yModel time before presentFour copies before optional loss; three observed afterA-x ↔ B-xSeparation by species splitA-y ↔ B-ySeparation by species splitA-x ↔ B-ySeparation by olderduplicationA-x ↔ A-yTwo duplicate families within AModel time before presentSpecies historyGene-copy historyLoss does not undo older duplicationFour copies before optional loss; three observed afterConstructed two-species/copy history. Times are arbitrary model timebefore present: duplication4, species split2, optional A-y loss1, sampledtips0. No transfer, further duplication or recombination.
The baseline has four sampled gene copies. Under the separate optional A-y loss condition, that copy is absent from the present sample. The aligned times allow comparison while keeping gene events distinct from the species split.
Read the diagram in words

Duplication at4 yields x/y; A/B split at2 yields A-x,B-x,A-y,B-y. Same-family cross-species pairs are orthologs; cross-family pairs are paralogs. Optional A-y loss at1 leaves three observed tips.

Species history
DescriptionModel time before present
A/B species ancestor2
Species A0
Species B0
Species history
DescriptionRelationship
A/B species ancestor → Species ASpecies descent
A/B species ancestor → Species BSpecies descent
Gene-copy history
DescriptionModel time before present
Older gene duplication4
Copy-family x ancestor at species split2
Copy-family y ancestor at species split2
A-x0
B-x0
A-y0
B-y0
Gene-copy history
DescriptionRelationship
Older gene duplication → Copy-family x ancestor at species splitDuplicate lineage x
Older gene duplication → Copy-family y ancestor at species splitDuplicate lineage y
Copy-family x ancestor at species split → A-xGene descent through A split
Copy-family x ancestor at species split → B-xGene descent through B split
Copy-family y ancestor at species split → A-yGene descent through A split
Copy-family y ancestor at species split → B-yGene descent through B split
Four copies before optional loss; three observed after
DescriptionRelationship
A-x ↔ B-xSeparation by species split
A-y ↔ B-ySeparation by species split
A-x ↔ B-ySeparation by older duplication
A-x ↔ A-yTwo duplicate families within A
Separate later-loss alternative
DescriptionModel time before present
A-y1
Loss does not undo older duplication
Description
A-x
B-x
B-y

Constructed two-species/copy history. Times are arbitrary model time before present: duplication4, species split2, optional A-y loss1, sampled tips0. No transfer, further duplication or recombination.

02

Gene ancestry can join before species divergence

Tracing two sampled copies backwards through a population does not require them to meet immediately at a species divergence. Their ancestral copies can remain distinct in an ancestral population. Incomplete lineage sorting describes such failures to coalesce within the relevant ancestral interval; it can lead to a gene topology that differs from the species topology.

In the constructed species history, A and B share an ancestral population from model time 2 to 5 before joining C’s ancestry at time 5. Times increase backwards from the present. The sampled A and B gene lineages remain distinct through that interval. In the older common population, A’s sampled lineage joins C’s at time 6, and B’s joins them at time 7.

The resulting gene tree groups A’s and C’s copies first, while the species tree groups A and B. No gene moved across species boundaries in this example. The different history comes from how ancestral copies coalesced within populations, not convergence in the final sequences or a species relabelling.

The paths are assigned to make the possibility visible; they do not estimate its probability, ancestral population size or duration in nature. Not every incomplete-sorting history creates a discordant topology, and discordance alone does not diagnose sorting. Mutation and limited data also affect how reliably a gene history can be inferred.

A gene history can differ without crossing species boundaries

A gene history can differ without crossing species boundariesThree sampled-copy paths run backwards through explicitly bounded species/ancestral population bands; their two coalescences occur after entry into the older shared population.Arbitrary model time before present012345678Sampled copy afrom ASampled copy bfrom BSampled copy cfrom Ca/c coalescenceb joins a/cancestryBoth coalescences lie inside shared population after5A population0–2B population0–2C population0–5Shared A/B ancestral population2–5Older shared ancestralpopulation5–8a/b stay distinct in ancestral interval2-5Species tree: A/B firstGene tree: a/c firstPresent: time0Older time upwarda/b stay distinct in ancestral interval2-5Both coalescences lie inside shared population after5No cross-species transfer edgeOriginal assigned paths, no migration, transfer, duplication,recombination or gene loss. One copy sampled in each species. Timeincreases backwards; population band widths are drawing space, notpopulation-size estimates. Coalescence times/probabilities are notfitted.
Older time is higher in this view. Gene paths lie within their population bands; horizontal entries at split boundaries represent band entry rather than transfer. Band width supplies no population-size or probability estimate.
Read the diagram in words

Species A/B divergence2 precedes AB/C divergence5 backwards in time. Sampled a/b do not join between2 and5; a/c join at6 and b at7 in the older shared population.

Arbitrary model time before present
DescriptionArbitrary model time before present
A/B divergence2
AB/C divergence5
Both coalescences lie inside shared population after5
Population bandLower model timeUpper model timeLower horizontal drawing coordinateUpper horizontal drawing coordinate
A population02-0.50.5
B population021.52.5
C population055.56.5
Shared A/B ancestral population25-0.52.5
Older shared ancestral population58-0.56.5
Arbitrary model time before present
DescriptionArbitrary model time before present
Sampled copy a from A0
Sampled copy b from B0
Sampled copy c from C0
a/c coalescence6
b joins a/c ancestry7
a ancestry
Schematic horizontal coordinateArbitrary model time before present
00
02
0.72
0.75
2.55
36
c ancestry
Schematic horizontal coordinateArbitrary model time before present
60
65
4.55
36
b ancestry
Schematic horizontal coordinateArbitrary model time before present
20
22
1.72
1.75
55
37
Shared a/c ancestry
Schematic horizontal coordinateArbitrary model time before present
36
37
No cross-species transfer edge
Species tree: A/B firstGene tree: a/c first
A/B / Ca/c / b

Original assigned paths, no migration, transfer, duplication, recombination or gene loss. One copy sampled in each species. Time increases backwards; population band widths are drawing space, not population-size estimates. Coalescence times/probabilities are not fitted.

03

A lateral connection changes a region’s ancestry

Horizontal gene transfer moves genetic material between lineages outside an ordinary parent–offspring relationship. A transferred region can subsequently be inherited by the recipient’s descendants. The recipient genome then includes regions with different histories. Transfers need not replace the recipient’s entire genome or affect every gene in the same way.

Hybridisation and introgression provide other routes to ancestry contributions between species lineages. Recombination can make different parts of one region have different histories. A network can represent such connections when a single branching tree would omit a contribution. The type of edge must be named: descent, gene transfer and endosymbiotic integration are not interchangeable.

Our transfer sketch begins with sister species A/B and a separate C lineage. A designated gene region moves from a contemporaneous C lineage to B at time 1 before the present and replaces B’s model copy. B inherits that transferred region thereafter. The rest of the drawn species history remains A/B sisterhood.

A gene tree for that region can consequently associate B’s sampled copy with C’s rather than A’s. But a similar disagreement could arise from other causes, including duplication/loss, sorting, alignment error or poorly inferred trees. Compare alternative explanations, inspect sequence context and independent loci, and assess support before assigning a transfer.

One transferred region, a retained species backbone

One transferred region, a retained species backboneA three-species branching backbone is overlaid with a separately typed C-to-B region transfer at matching time; a small region genealogy shows the copied ancestry and replaced recipient copy.Species branching backbone012345DeeperspeciesancestorA/B speciesancestorSpecies ASpecies BSpecies CRecipient Bat transferDonor C attransferModel time before presentOne region history012345Earlier BcopyDonor copy attransferB sampledtransferredregionC sampleddonor-lineageregionModel time before presentOld B model copy replaced; no sampled descendantEarlier B copyOld B model copy replaced; nosampled descendantModel time before presentSpecies branching backboneOne region historyLateral connection at same timeRecipient genome is not wholly replacedInvented species tree ((A,B),C), splits2/5 model time before present;one designated region copies from C to B at time1 and replaces B copy.Donor retains its region; vertical inheritance thereafter. No transferrate, actual mechanism or genome-wide replacement inferred.
The assigned C-to-B transfer occurs at the same time on both lineages and concerns one region. The old recipient copy is replaced and ends before the present; it is not another present sample. The region history differs from whole-genome ancestry.
Read the diagram in words

A/B species split remains at2; C-to-B transfer occurs at1 in contemporaneous separate lineages. The designated recipient region now shares donor-copy ancestry with C while A/B remains the species-backbone grouping.

Species branching backbone
DescriptionModel time before present
Deeper species ancestor5
A/B species ancestor2
Species A0
Species B0
Species C0
Recipient B at transfer1
Donor C at transfer1
Species branching backbone
DescriptionRelationship
Deeper species ancestor → A/B species ancestorSpecies descent
Deeper species ancestor → Donor C at transferC lineage descent
Donor C at transfer → Species CC lineage descent
A/B species ancestor → Species AA lineage descent
A/B species ancestor → Recipient B at transferB lineage descent
Recipient B at transfer → Species BB lineage descent
Donor C at transfer → Recipient B at transferDesignated region: C to B
One region history
DescriptionModel time before present
Earlier B copy1.5
Donor copy at transfer1
B sampled transferred region0
C sampled donor-lineage region0
One region history
DescriptionRelationship
Donor copy at transfer → B sampled transferred regionTransferred-copy ancestry
Donor copy at transfer → C sampled donor-lineage regionDonor-copy ancestry
Old B model copy replaced; no sampled descendant
DescriptionOutcome
Earlier B copyOld B model copy replaced; no sampled descendant

Invented species tree ((A,B),C), splits2/5 model time before present; one designated region copies from C to B at time1 and replaces B copy. Donor retains its region; vertical inheritance thereafter. No transfer rate, actual mechanism or genome-wide replacement inferred.

04

Keep a supported backbone and test conflicting histories

A network does not mean that all evolutionary relationships are unknowable, and a tree does not mean every gene followed one clean branching path. For a specified set of lineages, a branching backbone may summarise much of the history while particular regions require additional connections.

Combining genes without examining their histories can conceal conflict behind a single strongly supported result. Methods designed for species-tree or network inference explicitly model some sources of discordance, but every such model has assumptions. Wider sampling, copy checks and sensitivity analyses help assess which conclusions survive.

Uncertainty can be stated constructively: this split is supported under these analyses; this region favours a conflicting gene history; transfer and sorting remain alternatives. That is more useful than presenting either a perfectly resolved universal diagram or an unexplained collection of contradictory trees.

Worked example

Reconcile two different gene stories

First follow the duplication model forward. One gene produces x/y lineages, then the A/B split yields four copies: A-x, A-y, B-x and B-y. A loss of A-y leaves three. The x pair can still record the A/B split, while cross-family x/y comparison involves the earlier duplication.

Next read the sorting model backwards. A/B species divergence is at time 2; the deeper species divergence is at time 5. A/C sampled copies coalesce at time 6, and the three gene lineages finish joining at time 7. Both gene coalescences lie in the older shared population, so neither requires a forbidden crossing between separate species populations.

These are two distinct mechanisms producing complications in interpreting genes as species histories. The transfer panel supplies a third, with a specifically designated lateral edge at time 1. An observed disagreement in an unlabelled dataset would not tell you which of these mechanisms occurred. The diagrams teach conditional explanations, not a diagnostic shortcut.

Check your understanding

  1. In the duplication model, are A-x and B-y orthologs merely because they are in different species?

    Show reasoning

    No. Their separating event is the earlier x/y duplication, so they are paralogs under the supplied history. A-x/B-x and A-y/B-y trace separation by the A/B speciation event. Different species alone does not define orthology.

  2. Why does the A/C gene pairing at time 6 not require horizontal transfer in the sorting example?

    Show reasoning

    At time 6, all three sampled lineages are inside the older shared ancestral population, entered at time 5. A and B failed to coalesce during their exclusive ancestral interval from 2 to 5. A/C can therefore join first without crossing a species boundary.

  3. One region groups B with C, while other evidence groups A with B. What should be checked before declaring transfer?

    Show reasoning

    Check copy identity and loss/duplication possibilities, alignment and sequence quality, support and sampling, sorting or introgression models and the region’s genomic context. A discordant gene tree is evidence to investigate, not a unique signature of one mechanism.

What to carry forward

Name the units and events of each history: gene-copy ancestry, species divergence and lateral contributions can differ without contradicting descent.

References

Resources supporting this lesson’s explanations and examples.

  1. Gene tree discordance, phylogenetic inference and the multispecies coalescent (Trends in Ecology & Evolution 24:332–340, 2009)James H. Degnan and Noah A. RosenbergAuthor research review — selected author-hosted text · PDFweb.stanford.eduRead source
  2. Advances and Applications in the Quest for Orthologs (Molecular Biology and Evolution 36:2157–2164, 2019)Natasha Glover and colleaguesAuthor consortium research review — selected textacademic.oup.comRead source
  3. Horizontal gene transfer: building the web of life (Nature Reviews Genetics 16:472–482, 2015)Shannon M. Soucy, Jinling Huang and Johann Peter GogartenResearch abstractpubmed.ncbi.nlm.nih.govRead source
  4. Foundational likelihood and bootstrap methods (Journal of Molecular Evolution 17:368–376, 1981; Evolution 39:783–791, 1985)Joseph FelsensteinResearch abstractEvolutionary trees from DNA sequences: a maximum likelihood approachConfidence limits on phylogenies: an approach using the bootstrappubmed.ncbi.nlm.nih.gov