Some time ago, I wrote a post called “High
Enthusiasm and Low R-Squared” in which I commented on how some research subjects
seem to garner interest far greater than their real importance to ecology and
evolution. One example I gave was genes of large effect, which are all the rage
in scientific tabloids yet probably contribute to only a minor fraction of
overall adaptation. Another example was biodiversity-ecosystem function
relationships, which often have low explanatory power. That is, for a given
biodiversity level, the range of ecosystem function is very large – even within
a single experiment. A third example was parallel (or convergent) evolution,
where instead most adaptation seems to be non-parallel (and non-convergent).
From my forthcoming book "Eco-Evolutionary Dynamics" |
The fourth example I gave was so called “behavioral types”
or “personalities” (and the related idea of behavioral “syndromes”), for which
I argued that – in reality – behavior at any one time (or context) is usually not
very predictive of behavior at another time or context. I didn’t mean to
suggest that behavioral types weren’t interesting and, in fact, my former
postdoc Lisa Jacquin just published in the Journal
of Evolutionary Biology our cool study of how behavioral types evolve in
Trinidadian guppies in response to different
predation and parasitism regimes. (Although a reviewer made us excise most
mentions of “personality” from the MS.) Rather, the point of my original post
was simply that behavioral types might be overblown with regard how much research
emphasis was placed on them.
Bold versus shy for guppies from different predation and parasitism regimes - from Jacquin et al. (2016 - J Evol Biol). |
I am currently toward the end of a two-week trip to Europe
that included stops in southern Switzerland, Zurich, Berlin, and Leuven
(Belgium). After the first stop, which was for a conference/workshop on the “Genomic
basis of eco-evolutionary dynamics,” I wrote a post that revised my original
criticism of one of the above areas – genes of large effect. While I remain
confident that most adaptation is the result of genes of small-to-modest
effect, I am now also interested in the possibility that some specific genes
might have reasonably large effects on eco-evolutionary dynamics. We might call
them “keystone genes” in echo of Bob Paine’s keystone species idea. (Sadly Bob recently
passed away.)
My second visit on the trip was to the IGB (Leibniz
Institute of Freshwater Ecology and Inland Fisheries), where I was hosted by
Robert Arlinghaus. A series of discussions on that visit have motivated me to
revisit another of my suggested areas of “high enthusiasm and low r-squared.” A
number of people at the IGB study behavioral types and some also examine the
influence of those types on ecological processes. Yet- to expand my earlier
criticism – behavioral types might not have much influence on ecological processes
because behavior is quite variable to begin with (i.e., “types” are not really that
consistent) and individual-level behavior might or might not have much
influence on ecological function. To
address these concerns we need to calculate the effect size of behavioral types,
ideally in relation to how the same ecological parameter is influenced by some
other causal force that we already know is important. So what we need is an
experiment that asks about the effect size of behavioral types in relation to other
drivers of ecological function – and why not “ecotypes”?
Ecotypes are, classically, populations adapted to particular
environments, such as benthic versus limnetic feeding environments for fishes,
different soil types for plants, high-predation versus low-predation
environments, and so on. A lot of work on fish (whitefish, stickleback,
guppies, alewives) has shown that these ecotypes differ in their influence on
various community and ecosystem level ecological processes. So why not
implement an experiment explicitly comparing the ecological influence of different
ecotypes (e.g., fish obtained from populations adapted to different
environments) to the ecological influence of different behavioral types (e.g.,
fish within those populations that are either bold or shy). Although this
particular comparison would certainly be interesting, it is unfair in one respect.
The “ecotype” effect is between populations, where evolutionary divergence is
possible, whereas the behavioral type effect is within populations, where
evolutionary divergence is more difficult.
The ecological effects of some fish ecotypes - also from my book. |
Fortunately, we do have a “fair” and appropriate comparison to
make. In addition to situations where benthic versus limnetic ecotypes are
separate populations, such as in different lakes and sometimes even within
lakes, many fish populations also show continuous quantitative variation among
individuals along a continuum from limnetic to benthic. That is, within any
given population in a given lake, some individuals will be specialized for
limnetic feeding and others for benthic feeding. Using such a population, one
could perform a mesocosm common “gardening” experiment crossing behavioral type
(presumably assayed before the experiment) with ecotype (perhaps based on
capture location – inshore versus offshore – or on characteristic morphology or
coloration). One could then assess the relative importance of these two factors
for the usual ecological parameters, such as zooplankton abundance, water
clarity, DOC, benthic invertebrate communities, decomposition rates, and so on.
Beyond the just-noted benefit of allowing a direct
comparison between the effects of behavioral type and ecotype, this experiment
has another advantage – it can consider interactions between the two levels of
variation. For instance, the effects of a given behavioral type (e.g., bold or
shy) might be evident only for a particular ecotype, and so an experiment
crossing the two levels of variation has the potential to increase one’s ability
to detect the effects of either. Of course, the effect of a given behavioral type
or ecotype on ecological variables likely also depends on the testing
environment: bold versus shy might only matter for benthic fish in benthic
environments. So one would ideally cross behavioral type with ecotype with
testing environment in a fully crossed design. In addition, if one is to make
general statements about the effects of ecotype or behavioral type, one would
want to do the experiment for at least two independent populations – that is,
testing the parallelism across evolutionary replicates of interactions between
behavioral type, ecotype, and testing environment shaping ecological function. Yes,
I realize this is a massive undertaking but I think we should at least consider
the ideal experiment before then chopping it down to a more manageable subset.
Behavioral types and ecotypes might be correlated within
populations (benthic fish might be more shy) and so separating the two effects
might be difficult. Yet it remains critical. Imagine that behavioral types are
closely correlated with ecotypes, such as when foraging environment or predator
environment leads to the evolution of different behavior types – or vice versa.
In such cases, an experiment focusing on only one or the other axis of
variation would be unable to determine the true causality – because the two
axes (behavioral type and ecotype) are closely correlated. That is, the apparent
differences in ecological effects between two behavioral types might arise
simply because behavioral type is correlated with (other) aspects of ecotype –
and those other aspects are what drives the ecological effects. In this case,
behavioral type is not the causal factor despite appearing so in the
experiment. Thus, it seems most profitable to first examine the association
between behavioral type and ecotype (within and among populations) and then –
through careful selection of individuals that break the mold – that is, that cross
the two factors to the extent possible.
I hope that this post will inspire someone toward such an
experiment. If behavioral types prove to be as important as ecotypes for
eco-evolutionary dynamics, then I will happily extol their virtues in all
future attempts opportunities. More generally, an experiment such as that
suggested here would help show other evolutionary biologists and ecologists
that the study of behavioral types is important for our understanding of
eco-evolutionary dynamics.
ReplyDeleteNot the experiment you're proposing here, but I've also been curious recently about relating behavioral types or personalities to ecological processes in the field, with some similar skepticism about how what we observe in the lab relates to what happens in the field (behavior is noisy).
Beyond running the type of mesocosm or enclosure experiments you propose here, what do you think about the idea of using tools like stable isotopes (or fatty acid analysis, etc.) to hindcast the past field function or interactions of our lab organisms? A somewhat preliminary stab at that idea below; obviously, contrasts between rather than within population or ecotypes (as you propose) would be the next step, among some of the other methods considerations we outline.
https://peerj.com/articles/1918/
Cool. I will check it out. Also see El-Saabawi et al. Freshwater Biology (2015) 60, 590–601
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