This is partly where the concept of a ‘model’ comes into it: it’s much easier to pick a particular species to study as a target, and use the information from it to apply to other scenarios. Most people would be familiar with the concept based on medical research: the ‘lab rat’ (or mouse). The common house mouse (Mus musculus) and the brown rat (Rattus norvegicus) are some of the most widely used models for understanding the impact of particular biochemical compounds on physiology and are often used as the testing phase of medical developments before human trials.
This is the fourth (and final) part of the miniseries on the genetics and process of speciation. To start from Part One, click here.
In last week’s post, we looked at how we can use genetic tools to understand and study the process of speciation, and particularly the transition from populations to species along the speciation continuum. Following on from that, the question of “how many species do I have?” can be further examined using genetic data. Sometimes, it’s entirely necessary to look at this question using genetics (and genomics).
Genetic tools to study species: the ‘Barcode of Life’
A classically employed method that uses DNA to detect and determine species is referred to as the ‘Barcode of Life’. This uses a very specific fragment of DNA from the mitochondria of the cell: the cytochrome c oxidase I gene, CO1. This gene is made of 648 base pairs and is found pretty well universally: this and the fact that CO1 evolves very slowly make it an ideal candidate for easily testing the identity of new species. Additionally, mitochondrial DNA tends to be a bit more resilient than its nuclear counterpart; thus, small or degraded tissue samples can still be sequenced for CO1, making it amenable to wildlife forensics cases. Generally, two sequences will be considered as belonging to different species if they are certain percentage different from one another.
Despite the apparent benefits of CO1, there are of course a few drawbacks. Most of these revolve around the mitochondrial genome itself. Because mitochondria are passed on from mother to offspring (and not at all from the father), it reflects the genetic history of only one sex of the species. Secondly, the actual cut-off for species using CO1 barcoding is highly contentious and possibly not as universal as previously suggested. Levels of sequence divergence of CO1 between species that have been previously determined to be separate (through other means) have varied from anywhere between 2% to 12%. The actual translation of CO1 sequence divergence and species identity is not all that clear.
Gene tree – species tree incongruences
One particularly confounding aspect of defining species based on a single gene, and with using phylogenetic-based methods, is that the history of that gene might not actually be reflective of the history of the species. This can be a little confusing to think about but essentially leads to what we call “gene tree – species tree incongruence”. Different evolutionary events cause different effects on the underlying genetic diversity of a species (or group of species): while these may be predictable from the genetic sequence, different parts of the genome might not be as equally affected by the same exact process.
A classic example of this is hybridisation. If we have two initial species, which then hybridise with one another, we expect our resultant hybrids to be approximately made of 50% Species A DNA and 50% Species B DNA (if this is the first generation of hybrids formed; it gets a little more complicated further down the track). This means that, within the DNA sequence of the hybrid, 50% of it will reflect the history of Species A and the other 50% will reflect the history of Species B, which could differ dramatically. If we randomly sample a single gene in the hybrid, we will have no idea if that gene belongs to the genealogy of Species A or Species B, and thus we might make incorrect inferences about the history of the hybrid species.
There are a number of other processes that could similarly alter our interpretations of evolutionary history based on analysing the genetic make-up of the species. The best way to handle this is simply to sample more genes: this way, the effect of variation of evolutionary history in individual genes is likely to be overpowered by the average over the entire gene pool. We interpret this as a set of individual gene trees contained within a species tree: although one gene might vary from another, the overall picture is clearer when considering all genes together.
In earlier posts on The G-CAT, I’ve discussed the biogeographical patterns unveiled by my Honours research. Another key component of that paper involved using statistical modelling to determine whether cryptic species were present within the pygmy perches. I didn’t exactly elaborate on that in that section (mostly for simplicity), but this type of analysis is referred to as ‘species delimitation’. To try and simplify complicated analyses, species delimitation methods evaluate possible numbers and combinations of species within a particular dataset and provides a statistical value for which configuration of species is most supported. One program that employs species delimitation is Bayesian Phylogenetics and Phylogeography(BPP): to do this, it uses a plethora of information from the genetics of the individuals within the dataset. These include how long ago the different populations/species separated; which populations/species are most related to one another; and a pre-set minimum number of species (BPP will try to combine these in estimations, but not split them due to computational restraints). This all sounds very complex (and to a degree it is), but this allows the program to give you a statistical value for what is a species and what isn’t based on the genetics and statistical modelling.
The end result of a BPP run is usually reported as a species tree (e.g. a phylogenetic tree describing species relationships) and statistical support for the delimitation of species (0-1 for each species). Because of the way the statistical component of BPP works, it has been found to give extremely high support for species identities. This has been criticised as BPP can, at time, provide high statistical support for genetically isolated lineages (i.e. divergent populations) which are not actually species.
Improving species identities with integrative taxonomy
Due to this particular drawback, and the often complex nature of species identity, using solely genetic information such as species delimitation to define species is extremely rare. Instead, we use a combination of different analytical techniques which can include genetic-based evaluations to more robustly assign and describe species. In my own paper example, we suggested that up to three ‘species’ of N. vittata that were determined as cryptic species by BPP could potentially exist pending on further analyses. We did not describe or name any of the species, as this would require a deeper delve into the exact nature and identity of these species.
As genetic data and analytical techniques improve into the future, it seems likely that our ability to detect and determine species boundaries will also improve. However, the additional supported provided by alternative aspects such as ecology, behaviour and morphology will undoubtedly be useful in the progress of taxonomy.
As regular readers of The G-CAT are likely aware, my first ever scientific paper was published this week. The paper is largely the results of my Honours research (with some extra analysis tacked on) on the phylogenomics (the same as phylogenetics, but with genomic data) and biogeographic history of a group of small, endemic freshwater fishes known as the pygmy perch. There are a number of different messages in the paper related to biogeography, taxonomy and conservation, and I am really quite proud of the work.
To my honest surprise, the paper has received a decentamount of media attention following its release. Nearly all of these have focused on the biogeographic results and interpretations of the paper, which is arguably the largest component of the paper. In these media releases, the articles are often opened with “…despite the odds, new research has shown how a tiny fish managed to find its way across the arid Australian continent – more than once.” So how did they manage it? These are tiny fish, and there’s a very large desert area right in the middle of Australia, so how did they make it all the way across? And more than once?!
The Great (southern) Southern Land
To understand the results, we first have to take a look at the context for the research question. There are seven officially named species of pygmy perches (‘named’ is an important characteristic here…but we’ll go into the details of that in another post), which are found in the temperate parts of Australia. Of these, three are found with southwest Western Australia, in Australia’s only globally recognised biodiversity hotspot, and the remaining four are found throughout eastern Australia (ranging from eastern South Australia to Tasmania and up to lower Queensland). These two regions are separated by arid desert regions, including the large expanse of the Nullarbor Plain.
As one might expect, the formation of the Nullarbor Plain was a huge barrier for many species, especially those that depend on regular accessible water for survival. In many species of both plants and animals, we see in their phylogenetic history a clear separation of eastern and western groups around this time; once widely distributed species become fragmented by the plain and diverged from one another. We would most certainly expect this to be true of pygmy perch.
This is where the real difference between everything else and pygmy perch happens. For most species, we see only one east and west split in their phylogenetic tree, associated with the Nullarbor Plain; before that, their ancestors were likely distributed across the entire southern continent and were one continuous unit.
Not for pygmy perch, though. Our phylogenetic patterns show that there were multiple splits between eastern and western ancestral pygmy perch. We can see this visually within the phylogenetic tree; some western species of pygmy perches are more closely related, from an evolutionary perspective, to eastern species of pygmy perches than they are to other western species. This could imply a couple different things; either some species came about by migration from east to west (or vice versa), and that this happened at least twice, or that two different ancestral pygmy perches were distributed across all of southern Australia and each split east-west at some point in time. These two hypotheses are called “multiple invasion” and “geographic paralogy”, respectively.
So, which is it? We delved deeper into this using a type of analysis called ‘ancestral clade reconstruction’. This tries to guess the likely distributions of species ancestors using different models and statistical analysis. Our results found that the earliest east-west split was due to the fragmentation of a widespread ancestor ~20 million years ago, and a migration event facilitated by changing waterways from the Nullarbor Plain pushing some eastern pygmy perches to the west to form the second group of western species. We argue for more than one migration across Australia since the initial ancestor of pygmy perches must have expanded from some point (either east or west) to encompass the entirety of southern Australia.
So why do we see this for pygmy perch and no other species? Well, that’s the real mystery; out of all of the aquatic species found in southeast and southwest Australia, pygmy perch are one of the worst at migrating. They’re very picky about habitat, small, and don’t often migrate far unless pushed (by, say, a flood). It is possible that unrecorded extinct species of pygmy perch might help to clarify this a little, but the chances of finding a preserved fish fossil (let alone for a fish less than 8cm in size!) is extremely unlikely. We can really only theorise about how they managed to migrate.
What does this mean for pygmy perches?
Nearly all species of pygmy perch are threatened or worse in the conservation legislation; there have been many conservation efforts to try and save the worst-off species from extinction. Pygmy perches provide a unique insight to the history of the Australian climate and may be a key in unlocking some of the mysteries of what our land was like so long ago. Every species is important for conservation and even those small, hard-to-notice creatures that we might forget about play a role in our environmental history.
I’ve mentioned a few times in the past that my own research centres around a particular group of fish: the pygmy perches. When I tell people about them, sometimes I get the question “why do you want to study them?” And to be fair, it’s a good question: there must be something inherently interesting about them to be worth researching. And there is plenty.
Pygmy perches are a group of very small (usually 4-6cm) freshwater fish native to temperate Australia: they’re found throughout the southwest corner of WA and the southeast of Australia, stretching from the mouth of the Murray River in SA up to lower Queensland (predominantly throughout the Murray-Darling Basin) and even in northern Tasmania. There’s a massive space in the middle where they aren’t found: this is the Nullarbor Plain, and is a significant barrier for nearly all freshwater species (since it holds practically no water).
The group consists of 2 genera (Nannoperca and Nannatherina) and 7 currently described species, although there could be as many as 10 actual species (see ‘cryptic species’: I’ll elaborate on this more in future posts…). They’re very picky about their habitat, preferring to stay within low flow waterbodies with high vegetation cover, such as floodplains and lowland creeks. Most species have a lifespan of a couple years, with different breeding times depending on the species.
Why study pygmy perches?
So, they’re pretty cute little fish. But unfortunately, that’s not usually enough justification to study a particular organism. So, why does the Molecular Ecology Lab choose to use pygmy perch as one (of several) focal groups? Well, there’s a number of different reasons.
The main factors that contribute to their research interest are their other characteristics: because they’re so small and habitat specialists, they often form small, isolated populations that are naturally separated by higher flow rivers and environmental barriers. They also appear to have naturally very low genetic diversity: ordinarily, we’d expect that they wouldn’t be great at adapting and surviving over a long time. Yet, they’ve been here for a long time: so how do they do it? That’s the origin of many of the research questions for pygmy perches.
The influence of the historic environment on evolution
From an evolutionary standpoint, pygmy perches are unique in more ways than just their genetic diversity. They’re relatively ancient, with the origin of the group estimated at around 40 million years ago. Since then, they’ve diversified into a number of different species and have spread all over the southern half of the Australian continent, demonstrating multiple movements across Australia in that time. This pattern is unusual for freshwater organisms, and this combined with their ancient nature makes them ideal candidates for studying the influence of historic environment, climate and geology on the evolution and speciation of freshwater animals in Australia. And that’s the focus of my PhD (although not exclusively; plenty of other projects have explored questions in this area).
Of course, it’s all well and good to study the natural, evolutionary history of an organism as if it hasn’t had any other influences. But we all know how dramatic the impact humans have on the environment are and unfortunately for many pygmy perch species this means that they are threatened or endangered and at risk of extinction. Their biggest threats are introduced predators (such as the redfin perch and European carp), alteration of waterways (predominantly for agriculture) and of course, climate change. For some populations, local extinction has already happened: some populations of the Yarra pygmy perch (N. obscura) are now completely gone from the wild. Many of these declines occurred during the Millennium Drought, where the aforementioned factors were exacerbated by extremely low water availability and consistently high temperatures. So naturally, a significant proportion of the work on pygmy perches is focused on their conservation, and trying to boost and recover declining populations.
This includes the formation of genetics-basedbreeding programs for two species, the southern pygmy perch and Yarra pygmy perch. A number of different organisations are involved in this ongoing process, including a couple of schools! These programs are informed by our other studies of pygmy perch evolution and adaptive potential and hopefully combined we can save these species from becoming totally extinct.
Hopefully, some of this convinces you that pygmy perch are actually rather interesting creatures (I certainly think so!). Pygmy perch research can offer a unique insight into evolutionary history, historical biogeography, and conservation management. Also, they’re kinda cute….so that’s gotta count for something, right? If you wanted to find out more about pygmy perch research, and get updates on our findings, be sure to check out the Molecular Ecology Lab Facebook page or our website!