Evolutionary models demonstrate rapid and adaptive diversification of Australo-Papuan pythons.
Evolutionary biology
royalsocietypublishing.org/journal/rsbl
Research
Evolutionary models demonstrate rapid
and adaptive diversification of AustraloPapuan pythons
Damien Esquerré1, Ian G. Brennan1, Stephen Donnellan2,3 and J. Scott Keogh1
1
Cite this article: Esquerré D, Brennan IG,
Donnellan S, Keogh JS. 2022 Evolutionary
models demonstrate rapid and adaptive
diversification of Australo-Papuan pythons.
Biol. Lett. 18: 20220360.
https://doi.org/10.1098/rsbl.2022.0360
Received: 4 August 2022
Accepted: 25 November 2022
Subject Areas:
evolution
Keywords:
adaptive radiation, Australia, snakes, Wallace’s
line, morphometrics, Gondwana
Author for correspondence:
Damien Esquerré
e-mail:
Electronic supplementary material is available
online at https://doi.org/10.6084/m9.figshare.
c.6330215.
Division of Ecology and Evolution, Research School of Biology, The Australian National University 0200,
Canberra, ACT, Australia
2
School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
3
Evolutionary Biology Unit, South Australian Museum, North Terrace, Adelaide, SA 5000, Australia
Lineages may diversify when they encounter available ecological niches.
Adaptive divergence by ecological opportunity often appears to follow the
invasion of a new environment with open ecological space. This evolutionary process is hypothesized to explain the explosive diversification of
numerous Australian vertebrate groups following the collision of the
Eurasian and Australian plates 25 Mya. One of these groups is the pythons,
which demonstrate their greatest phenotypic and ecological diversity in
Australo-Papua (Australia and New Guinea). Here, using an updated and
near complete time-calibrated phylogenomic hypothesis of the group, we
show that following invasion of this region, pythons experienced a
sudden burst of speciation rates coupled with multiple instances of accelerated phenotypic evolution in head and body shape and body size. These
results are consistent with adaptive radiation theory with an initial rapid
niche-filling phase and later slow-down approaching niche saturation. We
discuss these findings in the context of other Australo-Papuan adaptive radiations and the importance of incorporating adaptive diversification systems
that are not extraordinarily species-rich but ecomorphologically diverse to
understand how biodiversity is generated.
1. Introduction
Lineages that encounter multiple available ecological niches may ultimately
diversify to fill this ecological space, a process known as adaptive radiation
[1,2]. This results in both an increase in speciation rates as the lineages diversify
and the evolution of novel phenotypes as they adapt to the new ecological
niches [3–5]. Colonization of an environmentally diverse region with less competition is a common precursor to adaptive radiation, and it has resulted in
many spectacular radiations, both at small geographical scales [6,7] and
when continents approach each other—facilitating biological exchanges [8–11].
Australo-Papua, the region comprising Australia, New Guinea and surrounding islands, broke apart completely from Antarctica in the early Eocene
(around 45 Mya) and then began a long period of isolation from other major
landmasses [12,13]. This time and isolation allowed for the diversification of
many animal and plant groups including the iconic Australian marsupials and
Eucalyptus trees, among many others [14–17]. However, many of the most diverse
and emblematic groups in the region are descended from much more recent colonization events from Asia, coinciding with the collision of the Eurasian and
Australian plates in the Oligocene around 25 Mya [18–20]. Squamate reptiles
are extraordinarily diverse in the Australo-Papua region and the vast majority
of this diversity is comparatively recent [19]. For example, agamid lizards, monitor lizards, blind snakes, elapid snakes and pythons are all groups that arrived to
Australo-Papua probably sometime in the late Palaeogene and early Neogene
© 2022 The Author(s) Published by the Royal Society. All rights reserved.
We use a range of methods to detect diversification patterns consistent with adaptive radiation. To test our hypotheses on a wellsampled and updated phylogenetic tree with recent changes in
python taxonomy [36,37], we built a species tree with Astral III
v. 5.7.8 [38] using the gene trees for 33 species from 376 nuclear
exons from Esquerré et al. [25], as well as a mitochondrial
genome gene tree including 32 of those species and five species
not sampled for the nuclear exons and not included in Esquerré
et al. [25]. We time-calibrated this tree using MCMCTree from the
PAML 4.9 package [39], using the dates inferred by Esquerré
et al. as secondary calibrations. See electronic supplementary
material for details. This time-calibrated tree contains 37 of the 40
(93%) currently recognized species: 27 for the Australo-Papuan
clade, eight for the Afro-Asian clade and the two Malayopython
species from Southeast Asia.
During an adaptive radiation, we often expect early bursts of
diversification as lineages diversify to fill available niches. To
visualize the diversification patterns, we constructed lineage
through time (LTT) plots [40] of the Pythonidae and the
Australo-Papuan clade separately and of the 95% confidence
3. Results
In the LTT plot (figure 1), the Pythonidae as a whole falls well
within a pure-birth model of diversification, whereas the
Australo-Papuan clade clearly fits an early burst pattern.
For the Australo-Papuan clade, the maximum log-likelihood
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Biol. Lett. 18: 20220360
2. Methods
interval (CI) of 1000 simulated trees under a pure-birth model
and an early burst model (with a γ-statistic of −1). This was
done with the functions ltt95 and pbtree from the R package phytools [41]. As an additional more powerful tool to test the
hypothesis that reaching Australo-Papua resulted in an increased
rate of diversification with subsequent slow-down as a consequence of niche filling, we fitted constant rate (CR) and DD
birth–death models to the Pythonidae and Australo-Papuan
clade trees and performed a bootstrap-likelihood ratio test of
DD against CR and computed the power of the test. This was
done using the R package DDD [42,43].
In an attempt to identify diversification patterns associated
with crossing biogeographic lines, we implemented a method
based on graph theory that estimates the spectral density profile
of a tree based on its Laplacian graph [44]. These spectral densities are used to identify different ‘modalities’ that can reflect
distinct diversification patterns. In addition to fitting a model
with the optimal number of modalities (i), we fitted models
with 1 to (i) modalities to identify modalities in the tree that
were consistent across all models. This was performed using
the R package RPANDA [45]. Finally, we implemented the
recently developed Bayesian method cladogenetic diversification
rate shift (CLaDS) that ai (...truncated)