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The latitudinal herbivory‐defence hypothesis takes a detour on the map

2011· letter· en· W1733278553 on OpenAlexaffabout
Marc T. J. Johnson, Sergio Rasmann

Bibliographic record

VenueNew Phytologist · 2011
Typeletter
Languageen
FieldEnvironmental Science
TopicEcology and Vegetation Dynamics Studies
Canadian institutionsUniversity of Toronto
FundersDivision of Environmental Biology
KeywordsHerbivoreBiologyEcology

Abstract

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The impressive diversity of species in the tropics, contrasted against comparatively depauperate temperate and arctic ecosystems, is among nature’s most striking biogeographic patterns (Dobzhansky, 1950). It is hypothesized that this gradient in diversity is in part explained by the ecological and evolutionary consequences of increasingly intense biotic interactions with decreasing latitude (Schemske et al., 2009). Plant–herbivore interactions are cited as a quintessential example in support of this hypothesis. Specifically, experiments and reviews have convincingly shown that herbivory and its effects on plant biomass increase at lower latitudes (Coley & Aide, 1991; Coley & Barone, 1996; Dyer & Coley, 2002; Pennings et al., 2009). These differences in the pattern and effects of herbivory are thought to have caused adaptive evolution, consistent with the observed increases in levels of defence with decreasing latitude (Levin, 1976; Coley & Aide, 1991; Rasmann & Agrawal, 2011). Here, we highlight the implications of a paper by Moles and colleagues in this issue of New Phytologist (Moles et al., 2011b, pp. 777–788), as well as a second recent paper by members of this group (Moles et al., 2011a), which contradict the latitudinal herbivory-defence hypothesis (LHDH). ‘The results from Moles and colleagues … largely contradict six decades of research into the biogeography of plant–herbivore interactions. We anticipate that these papers will be controversial for this fact alone.’ Angela Moles and colleagues re-examined the hypothesis that herbivory and plant defences increase with decreasing latitude. In their first paper (Moles et al., 2011a), they use a meta-analysis to review whether the literature shows the predicted latitudinal pattern for herbivory and resistance traits. Consistent with previous studies (Coley & Aide, 1991), they find that the frequency of species with extra-floral nectaries, and thus indirect defences provided by ants, are higher at lower latitudes. They also find that in some ecosystems, plants do indeed incur greater herbivory at lower latitudes, but these results on herbivory are only evident in salt marsh habitats. There were no clear latitudinal relationships with herbivory in other habitats. For example, only 18% of comparisons in terrestrial habitats showed higher herbivory at lower latitudes; remaining studies showed no trend or the opposite relationship. Similarly, chemical resistance traits such as tannins and phenolics showed higher concentrations at lower latitudes in only 11% of comparisons. Physical resistance traits showed a stronger association with latitude, but these results were again driven by data from salt marshes. On the whole, the meta-analysis pointedly contradicts previous reviews that document evidence in favour of pervasive latitudinal patterns of herbivory and resistance (Coley & Aide, 1991; Coley & Barone, 1996; Schemske et al., 2009). Unfortunately however, these reviews all differ in the extent and location of the geographic ranges considered and the methods used for selecting studies. Moreover, none of these studies rigorously accounts for phylogenetic nonindependence inherent to their datasets, which could confound results. As noted by Schemske et al. (2009), the solution to this problem requires new large-scale investigations that test for latitudinal patterns across broad geographic areas using consistent methods. In this issue of New Phytologist, Moles et al. (2011b) answer Schemske et al.’s ‘call to arms’ by examining global patterns of variation in plant resistance traits. In a single empirical study, the 48 authors collected trait data for 301 plant species across 75 sites in both hemispheres, and on all continents except Antarctica. Stunningly, this study finds very little evidence for increased expression of putative resistance traits towards lower latitudes. None of the specialized chemical or physical resistance traits (i.e. cyanogenesis, latex, spines, and extra-floral nectaries) – which have undisputed roles in defence against herbivores – showed a relationship with latitude. Protein binding capacity of tannins was weakly related to latitude, but in the opposite direction predicted by LHDH, with tannin activity increasing with latitude. Other traits (e.g. leaf area, leaf toughness, lipid concentrations) were also correlated with latitude, but these traits either increased with latitude (e.g. lipids), showed inconsistent patterns between hemispheres (e.g. leaf toughness), or are difficult to ascribe a direct role in defence (e.g. leaf area). The only result that showed clear support for the predicted pattern was delayed greening of leaves during leaf expansion (Coley & Barone, 1996), which was most frequent at lower latitudes. Importantly, the authors also performed phylogenetic independent contrasts, which generally supported their nonphylogenetic analyses. The results from Moles and colleagues’ meta-analysis (Moles et al., 2011a) and empirical study (Moles et al., 2011b), largely contradict six decades of research into the biogeography of plant–herbivore interactions. We anticipate that these papers will be controversial for this fact alone. However, it cannot be denied that these studies represent the largest and most rigorous tests of the LHDH. Therefore, one might feel justified in tentatively rejecting the hypothesis altogether – but not so fast! Despite their strengths, these studies are not free from criticism and we need to ask ourselves: Why might their conclusions contradict previous empirical reviews? First, one possible explanation is that identifying resistance traits is not as straightforward as is often portrayed. Classical chemical and physical resistance traits often show no clear association with susceptibility to herbivores (Carmona et al., 2011). Therefore the traits selected in these papers may not play a direct role in defence, or they might provide only crude descriptions of complex resistance traits (e.g. tannins; Salminen & Karonen, 2011). Second, other reviews have focused on comparing tropical and temperate species with similar life-history forms or from roughly comparable habitats (Coley & Aide, 1991). By contrast, Moles et al. (2011b) examined species from a wide diversity of plant growth forms, habitats, and along a continuous latitudinal gradient – not just temperate vs tropical ecosystems. In this context, it is noteworthy that Moles et al. (2011a) did detect a consistent signature of increasing herbivory and defence with decreasing latitude in salt marsh habitats, a habitat that is relatively continuous and similar in community structure over a large latitudinal gradient. The approaches taken by Moles et al. (2011b) vs their predecessors are related but they do address slightly different questions that could account for the observed discrepancies. So at this juncture, how might we move forward? In trying to formulate evidence for and against the LHDH, we need to revisit the assumptions and necessary conditions underlying the predicted latitudinal gradient in defensive plant traits. Classically, Coley & Barone (1996) suggested that tropical plants experience higher levels of herbivory, and this greater herbivory causes the evolution of increased resistance against herbivores in the tropics (Coley & Aide, 1991; Schemske et al., 2009). This will indeed be the case when increased herbivory causes stronger natural selection on resistance traits, where selection is measured as the slope of the line (β, the selection gradient) between relative plant fitness and resistance (e.g. 1−%herbivory) within a population (βhigh latitude < βlow latitude, Fig. 1a) (Lande & Arnold, 1983). However, assuming all else to be equal, variation in herbivory itself does not necessarily translate to stronger selection on plant defence, such as when selection gradients between high and low latitude plants are identical (βhigh latitude = βlow latitude), even if levels of herbivory differ (Fig. 1b) – which Moles et al. (2011a) claim is not the case. This highly simplified example illustrates that to understand the conditions that might lead to biogeographic patterns in defence, we need to study the evolutionary processes thought to cause predicted patterns, and thus we require direct measures of genetic variation and natural selection on resistance along broad latitudinal gradients, as well as variation in ecological interactions and plant traits. This represents an important avenue for future research. Hypothetical strengths of natural selection on resistance against herbivores at low and high latitudes. Each line depicts the selection gradient (β) acting on resistance as the line of best fit between relative fitness in a population and the resistance trait or 1−%herbivory. Consider two populations of the same species: one at high latitude (solid line) and one at low latitudes (dashed line). In scenario (a), the evolutionary outcome of this interaction (assuming all else to be equal) is affected by the difference in the level of herbivory because there is a nonlinear relationship between relative fitness and the strength of selection on resistance (1−%herbivory), such that βhigh latitude < βlow latitude. Thus, all else being equal, the rate of evolution will be faster at lower latitudes. In scenario (b), plants on average have higher fitness at high latitudes and lower percentage herbivory, and plants at low latitudes had higher overall fitness and greater herbivory. The evolutionary outcome of this interaction is unaffected by the difference in the level of herbivory because the strength of selection acting at high and low latitude populations is identical (βhigh latitude = βlow latitude). Thus, all else being equal in (b), the direction, rate and long-term consequence of evolution by natural selection will be the same at high and low latitudes, regardless of the intercept of the line at each latitude. There are many reasons why variation in herbivory along latitudinal gradients might not directly translate to stronger selection for plant defences. For example, low latitude plants often have access to higher levels of resources, which can reduce the fitness effects of herbivory (i.e. higher tolerance; Coley et al., 1985). Indeed, tropical sites characterized by high soil fertility, rainfall, and temperature, can favour the evolution of fast growth (Coley & Barone, 1996; Fine et al., 2004). This might therefore lead to selection for lower resistance and higher tolerance to herbivory in seasonally stable tropical habitats, vs plants that occur in temperate or tropical areas that experience greater fluctuations in temperature, water or nutrients. However, the roles of herbivores’ natural enemies along latitudinal gradients, which received only partial attention by Moles et al. (2011b) when measuring extrafloral nectaries, have been shown to vary with latitude (Hawkins et al., 1997; Dyer & Coley, 2002). For example, when studying food web dynamics at high and low latitude eastern North American salt marshes, Marczak et al. (2011) found that although high latitude Iva frutescens plants are less defended, these benefits for herbivores were mostly swamped out by much stronger predator effects, which dampened effects of herbivores on plants across latitudes. Such latitudinal variation in the strength of trophic cascades appear to be common, with top-down effects of predators on herbivores being generally but not universally more prevalent in the tropics and subtropics than in temperate and arctic ecosystems (Hawkins et al., 1997; Dyer & Coley, 2002). Taking resource variation and tritrophic interactions into account might be done with the implementation of controlled sampling strategies and manipulative experiments. Specifically, measuring resources such as soil fertility, temperature, rainfall and light, and including these variables as covariates in models, might increase a study’s explanatory power. Likewise, effects of the third trophic-level on herbivores and plants could be incorporated with the use of cage experiments that manipulate access by natural enemies and examine the survival and performance of herbivores. This would give an estimate of plant quality effects and predator pressure in the area. An alternative method would be to experimentally study the disappearance rate of herbivores in a range of study sites (Hawkins et al., 1997). Phylogenetically controlled samplings of related taxa and more precise measurements of the concentrations and diversity of resistance traits are also likely to have important consequences for testing the LHDH. The effects of latitude on plant defences might be most apparent when we compare a group of closely related plant species (e.g. species in the same genus or family) that have diversified along a latitudinal gradient (Rasmann & Agrawal, 2011), or communities from comparable habitats along the gradients (Pennings et al., 2009). Moreover, the use of phylogenetically explicit comparative methods, such as those employed by Moles et al. (2011b), will continue to be important in accounting for phylogenetic nonindependence. Finally, future studies need to more comprehensively characterize the many defences used by plants (Agrawal, 2011), including tolerance and the induction of resistance traits, which are too often neglected in studies of latitudinal gradients. The importance of such defences are apparent in the > 50 milkweed species endemic to the Americas, where recent phylogenetically explicit analyses showed that species from lower latitudes induce higher levels of toxic cardiac glycosides than species from higher latitudes (Rasmann & Agrawal, 2011). The recent papers by Moles et al. (2011a,b) provide the most rigorous test of the LHDH. Their results suggest that the explanatory power of the hypothesis is less general than previously believed. However, this conclusion is far from certain and we hope the forecasted controversy that comes with these papers will spur on renewed interest into the processes and patterns underlying the biogeography of plant–herbivore interactions. Meeting this challenge will require further intercontinental collaborations among plant ecologists, entomologists, chemical and evolutionary biologists. The authors wish to thank Nash Turley, Brandon Campitelli and Phyllis Coley for discussing these ideas and for providing constructive feedback on earlier versions of this commentary. M.T.J.J. is supported by NSF DEB-0919869, DEB-0950486 and the Natural Sciences and Engineering Research Council (NSERC) of Canada. S.R. is supported by an Ambizione fellowship PZ00P3_131956 from the Swiss Science Foundation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.104
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.003

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.043
GPT teacher head0.232
Teacher spread0.189 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations78
Published2011
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