Research Article |
Corresponding author: Jean-Claude Grégoire ( jcgregoi@ulb.ac.be ) Academic editor: Marc Kenis
© 2023 Jean-Claude Grégoire, Hervé Jactel, Jiri Hulcr, Andrea Battisti, Daegan Inward, Françoise Petter, Fabienne Grousset.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Grégoire J-C, Jactel H, Hulcr J, Battisti A, Inward D, Petter F, Grousset F (2023) Cosmopolitan Scolytinae: strong common drivers, but too many singularities for accurate prediction. In: Jactel H, Orazio C, Robinet C, Douma JC, Santini A, Battisti A, Branco M, Seehausen L, Kenis M (Eds) Conceptual and technical innovations to better manage invasions of alien pests and pathogens in forests. NeoBiota 84: 81-105. https://doi.org/10.3897/neobiota.84.89826
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Many scolytine beetle species have been expanding in new territories, travelling with wood and plants for planting, sometimes with a high impact on plant health. Here, we attempt to quantify the mobility of these species and to identify the biological drivers of mobility and impact. Mobility was estimated by counting the numbers of landmasses (contiguous pieces of land, surrounded by ocean or sea) colonised by each species. A series of potential drivers (taxonomic tribes; feeding regimes; polyphagy; reproductive strategy; host taxa; aggregation pheromones and long-range primary attractants), as well as impact on host health were recorded. A total of 163 species were identified, out of 5546 counted in the whole subfamily. The cosmopolitan taxa amongst the subfamily showed significant disharmony with regards to invasion frequency. Four tribes (Xyleborini; Ipini; Crypturgini; Hylastini) were significantly over-represented and two others (Corthylini; Hexacolini) were under-represented. Some 53% of the 163 species are inbreeding, a very significant excess as compared to the whole subfamily (29%). The inbreeders colonised more landmasses than the outbreeders. There is a significant relationship between the number of host families attacked by a species and the number of colonised landmasses. Most of the invasive species are recorded to respond to long-range host primary attractants, only one quarter respond to pheromones. All very mobile species respond to long-range primary attractants and none is known to respond to pheromones. Very mobile species are all associated with a substantial or moderate impact. The most mobile species belong to a limited number of subtribes. They are often inbreeding, polyphagous and respond to long-range primary attractants, but do not produce pheromones. However, there are many counter-examples. The outbreeding Scolytus multistriatus attacks only three host families, producing aggregation pheromones and has established in thirteen landmasses, with a high impact. Due to these many exceptions, species-based risk prediction relying on the few traits routinely analysed in literature suffers from important uncertainties.
ambrosia beetles, bark beetles, entry, establishment, fungi, geographic distribution, impact, inbreeding, landmasses, polyphagy, quarantine, risk assessment, spread, semiochemicals
Very few species are studied in depth before they become noticeable pests. Consequently, most attempts to assess the risk of potentially invasive species rely on limited information. Invasive species assessments now use multiple methodologies ranging from consensus-seeking horizon scans to climate match modelling. However, nearly all these methodologies suffer from one fundamental problem – lack of information about the interactions between a specific species and its potential new environment or hosts.
The typical solution is to take a broader taxonomic perspective and assume that the ecology of a species can be derived from the ecology of related species for which there is more knowledge or to assume that species within a genus are ecologically similar. The invasive species modelling literature is rich with examples of assessments of genera or even entire families or even guilds (see, for example,
Some of the most damaging forest pests in the world are bark and ambrosia beetles belonging to the weevil (Curculionidae) subfamily Scolytinae. Global climate change and intense silviculture enabled species, such as Dendroctonus ponderosae Hopkins and Ips typographus L., to multiply to epidemic proportions in North America and Europe, respectively (
The observed spread of these species and many others continues. At the same time, dozens of bark- and ambrosia beetle species have been introduced into non-native regions without any detectable impact. Most bark beetle “tramp species” are harmless.
So far, at least 163 species out of the ~ 6,000 described scolytine species (
Tribes represented amongst the Scolytinae with an invasion history (SIH).
Tribes | SIH species | Non-SIH species | Total | Chi2 | |||
---|---|---|---|---|---|---|---|
NSIH | Weight of tribe within category (%) | Nnon-SIH | Weight of tribe within category (%) | N | Chi2(1, N) | p | |
Xyleborini (+) | 56 | 34.4 | 1112 | 20.6 | 1168 | 17.0422 | 0.000024 |
Trypophloeini (+) | 18 | 11.0 | 246 | 4.6 | 264 | 14.7696 | 0.000121 |
Dryocoetini | 14 | 8.6 | 460 | 8.5 | 474 | 0.0004 | 0.984373 |
Ipini (+) | 14 | 8.6 | 216 | 4.0 | 230 | 8.3351 | 0.003889 |
Crypturgini (+) | 8 | 4.9 | 47 | 0.9 | 55 | 22.2837 | < 0.00001 |
Scolytini | 8 | 4.9 | 201 | 3.7 | 209 | 0.6013 | 0.438087 |
Hypoborini | 7 | 4.3 | 202 | 3.7 | 209 | 0.1281 | 0.720387 |
Hylastini (+) | 6 | 3.7 | 49 | 0.9 | 55 | 9.7088 | 0.001834 |
Hylurgini | 6 | 3.7 | 124 | 2.3 | 130 | 0.7786 | 0.377564 |
Corthylini (-) | 5 | 3.1 | 1237 | 22.9 | 1242 | 35.8508 | < 0.00001 |
Cryphalini | 5 | 3.1 | 247 | 4.6 | 252 | 0.8257 | 0.363514 |
Phloeosinini | 4 | 2.5 | 223 | 4.1 | 227 | 1.1493 | 0.283696 |
Polygraphini | 3 | 1.8 | 151 | 2.8 | 154 | 0.2465 | 0.619527 |
Hylesinini | 2 | 1.2 | 162 | 3.0 | 164 | 1.1856 | 0.276221 |
Phloeotribini | 2 | 1.2 | 108 | 2.0 | 110 | 0.1747 | 0.675995 |
Bothrosternini | 1 | 0.6 | 130 | 2.4 | 131 | 1.5137 | 0.218568 |
Hexacolini (-) | 1 | 0.6 | 241 | 4.5 | 242 | 5.6591 | 0.017365 |
Scolytoplatypodini | 1 | 0.6 | 52 | 1.0 | 53 | 0.0022 | 0.962393 |
Xyloterini | 1 | 0.6 | 21 | 0.4 | 22 | 0.0344 | 0.852906 |
Ernoporini | 1 | 0.6 | 177 | 3.3 | 178 | 2.8113 | 0.093603 |
Total | 163 | 100 | 5406 | 100 | 5569 |
Other species that have not spread to date and which are not recognised as harmful, might start expanding their range, benefiting from the trade of new commodities or from commercial movements along new routes. These beetles, alone or together with pathogens, may also colonise new hosts that may prove to be more susceptible than their native hosts or form new associations with local pathogens as suggested by
“Horizontal” regulations globally addressing the host plants of non-native pests are locally implemented. For example, all non-European Scolytinae-attacking conifers are targeted in the European Union by phytosanitary requirements applying to the importation of coniferous wood
At a broader taxonomic scale,
In this study, we tried to demonstrate that even relatively closely related species can differ in their capacity to colonise new territories and in their impact. We used presence in at least two landmasses (defined below) as a criterion to select 163 “mobile” Scolytinae species and quantified further their mobility by counting the number of colonised landmasses, according to the literature. We also ranked their impact on plant health. Finally, we attempted to identify biological and ecological features (feeding regimes, inbreeding, polyphagy, aggregation pheromones, primary attractants, conifer/non-conifer hosts or both), associated with differences in mobility and impact.
The counting of colonised territories served as a proxy to estimate mobility. A dataset of Scolytinae species known to have spread beyond geographical barriers (across seas or oceans in this study) was constructed (Suppl. material
Amongst the biological features taken into account, the association with pathogens was not considered as a predictor because, in addition to previously known species, species so far harmless on their native hosts (e.g. R. lauricola, G. morbida) become pathogenic when their vectors colonise new host trees. Besides, scolytines species considered as harmless are sometimes found associated with aggressive pathogens (
We retained the following general categories (
In some species, the females are fertilised by a brother, with extreme situations where the males are flightless and do not even leave their natal gallery. Only the species with full inbreeding were considered here. The outbreeding species that show some level of inbreeding (e.g. Orthotomicus erosus, Tomicus piniperda, Hylurgus ligniperda, Ips grandicollis, Ips pini) were not considered as inbreeding in this study. Unless specified in Suppl. material
Polyphagy was measured, as in
We relied on published information, with the understanding that some species might use pheromones that have not been identified so far, for example, short-distance sex pheromones. The source for this field is
Here too, we relied on published information, with the understanding that some species might respond to long-range primary attractants that have not been identified so far or only weakly respond to known attractants. Unless specified by a footnote in Suppl. material
Three categories were considered: 1 (species attacking only conifers); 2 (species attacking only non-conifers); 3 (species attacking both conifers and non-conifers).
Only direct impact on living trees and seeds or economic impact on traded products (e.g. logs, seeds) were considered. Other ecological impact mechanisms, such as those affecting native arthropods, wood decomposition and other ecosystem processes and patterns, can occur, but these are too poorly known in invasive Scolytinae. Even for the most obvious impact mechanisms, very few quantitative measurements are available in literature and only for a few species in a restricted number of areas. In addition, qualitative estimates vary greatly between assessors. We were, thus, led to rank impact according to three categories (0-1-2): 0 (no impact documented in the literature); 1 (moderate impact: some indication of impact, with some uncertainties because of discrepancies in literature); 2 (known substantial impact documented sometimes quantitatively by several sources). The criteria for damage by spermatophages were the reported colonisation of fruits (none – moderate – massive) and/or impact on regeneration (none – moderate – massive).
We use the term landmass to define a contiguous piece of land (a continent or an island, irrespective of its size) surrounded by ocean or sea. This approach admittedly creates large biases. Even if a continent is very large, we consider it as a single landmass. The movements of a species within a landmass are not considered because they are often incompletely documented. However, continents that are not fully separated by oceans (North, Central and South America; Europe, Asia and Africa) are considered as distinct landmasses because of the distances and ecoclimatic differences between them. Some archipelagos (e.g. Cape Verde, Fiji, Galápagos, Hawaii, Micronesia) were considered each as one unit. Islands comprising several countries (e.g. Republic of Ireland + Northern Ireland; Haiti + Dominican Republic) were considered as single units. The size of the geographic barriers between landmasses and of the landmasses themselves has not been considered. Great Britain and the European mainland would, thus, be considered as separate landmasses, although the Channel that separates them is locally less than 35 km broad. On the other hand, South America, which is more than 7000 km long, is considered as a single landmass. Despite these many inconsistencies, we believe that this approach provides a useful, if probably conservative, metric to consider pest mobility. Suppl. material
2 × 2 Chi-Square tests were used, with Yate’s correction for continuity for expected values inferior to 5.
A factorial discriminant analysis (FDA) was performed as a supervised classification method to discriminate amongst three categories of beetle species a priori classified, as in the Methodology and in Suppl. material
A Spearman correlation analysis was performed between the number of colonised land masses and the functional traits of the 163 scolytine species. Two variables were identified as significantly correlated with beetle cosmopolitanism, one quantitative, the degree of polyphagy (expressed in terms of number of known host plant families) and one qualitative, the use (or not) of long-range primary attractants for host plant colonisation. We then used an analysis of covariance (Ancova, with and without interaction) to assess the magnitude of the effects of these two factors. All statistical analyses were made with XLSTAT.
Five tribes, the Xyleborini, Trypophloeini, Ipini, Crypturgini and Hylastini are significantly more frequent amongst the invasive Scolytinae than amongst the Scolytinae as a whole. Two tribes, the Corthylini and Hexacolini are significantly less frequent (Table
Tribes over-represented amongst the invasive Scolytinae are in bold, followed by (+); tribes under-represented are in bold, followed by (-). World figures taken from
The small tribes Amphiscolytini (1 sp.), Cactopinini (21), Carphodicticini (5), Hyorrhynchini (19) and Phrixosomatini (25) are absent from the SIH list, as well as the larger tribes Diamerini (132), Micracidini (298) and Xyloctonini (78).
Amongst the 163 SIH species, 79 (48.5%) are phloeophagous, 60 (36.8%) are xylomycetophagous, twelve (7.4%) are herbiphagous and twelve are spermatophagous. The majority (82.3%) of the phloeophages amongst the SIH are outbreeding, whilst the majority of the xylomycetophages (93.3%) and of the spermatophages (83.3%) are inbreeding. The mating habits of the herbiphages are equally balanced (Table
Feeding regime | Outbreeding | Inbreeding | Total | Chi21 | ||||||
---|---|---|---|---|---|---|---|---|---|---|
N | % of total | % of regime | N | % of total | % of regime | N | % of total | Chi21 | p | |
Xylomycetophagy (+) | 4 | 2.5 | 6.7 | 56 | 34.4 | 93.3 | 60 | 36.8 | 60.9222 | < 0.00001 |
Phloeophagy (-) | 65 | 39.9 | 82.3 | 14 | 8.6 | 17.7 | 79 | 48.5 | 78.3002 | < 0.00001 |
Herbiphagy | 5 | 3.1 | 41.7 | 7 | 4.3 | 58.3 | 12 | 7.4 | 0.128 | 0.720506 |
Spermatophagy (-) | 2 | 1.2 | 16.7 | 10 | 6.1 | 83.3 | 12 | 7.4 | 4.6719 | 0.03066 |
Total | 76 | 46.6 | 87 | 53.4 | 163 |
Amongst the 163 species in our study, 87 (53.4%) are inbreeding (Table
Tribes | Outbreeding (% of tribe) | Inbreeding (% of tribe) | Total |
---|---|---|---|
Xyleborini | 0 | 56 | 56 |
Trypophloeini | 0 | 18 | 18 |
Cryphalini | 5 | 0 | 5 |
Dryocoetini | 4 (28.6%) | 10 (71.4%) | 14 |
Ipini | 12 (85.7%) | 2 (14.3%) | 14 |
Crypturgini | 8 | 0 | 8 |
Scolytini | 8 | 0 | 8 |
Hypoborini | 7 | 0 | 7 |
Hylastini | 6 | 0 | 6 |
Hylurgini | 5 (83.3%) | 1 (16.7%) | 6 |
Corthylini | 5 | 0 | 5 |
Phloeosinini | 4 | 0 | 4 |
Polygraphini | 3 | 0 | 3 |
Hylesinini | 2 | 0 | 2 |
Phloeotribini | 2 | 0 | 2 |
Bothrosternini | 1 | 0 | 1 |
Hexacolini | 1 | 0 | 1 |
Scolytoplatypodini | 1 | 0 | 1 |
Xyloterini | 1 | 0 | 1 |
Ernoporini | 1 | 0 | 1 |
Total | 76 (46.6%) | 87 (53.4%) | 163 |
Overall, the inbreeding (stricto sensu) SIH colonised a much larger set of landmasses than the outbreeding species (Fig.
Amongst the 36 species in Suppl. material
The genus Hypothenemus, representing 11% of the 163 species in the list, includes the most polyphagous species in the list with H. eruditus, reported from 65 plant families and H. crudiae and H. seriatus, each reported from 57 plant families. These species are reported from 37, 21 and 22 landmasses, respectively.
Pheromone-mediated mass attacks are known amongst the SIH species, i.e. for Orthotomicus erosus, Gnathotrichus materiarius (Fitch), Ips calligraphus (Germar), I. cembrae (Herr), I. grandicollis, Pityogenes bidentatus (Herbst), P. calcaratus (Eichhoff), P. chalcographus (L.), Pityokteines curvidens (Germar), Pityophthorus juglandis, Polygraphus poligraphus (L.), P. proximus Blanford, P. rufipennis (Kirby), Scolytus amygdali Guerin-Meneville, S. multistriatus (Marsham), T. domesticum and many others.
94 SIH species out of 163 are known to respond to primary attractants and an additional 47 are likely to use these chemical clues as well.
Twenty species are not known to respond to primary attractants and do not produce pheromones either: five Aphanarthrum spp.; Dendroctonus micans; Dryoxylon onoharaense; Kissophagus hederae; six Liparthrum spp.; Microborus boops; two Microperus spp; Pagiocerus frontalis; Scolytoplatypus tycon; Thamnurgus characiae.
The factorial discriminant analysis showed significant effects of functional traits on impact (Wilks’ lambda test, P < 0.0001). The separation between the three impact levels was mainly explained by the FDA canonical function F1 (percentage variance explained 81.8%, P < 0.0001; while F2 explained 18.2%, P = 0.09). F1 was mainly driven by the degree of polyphagy (P = 0.001), use of aggregation pheromones (P = 0.002), host specialisation (P = 0.004) and, to a lesser extent, use of primary attractants (P = 0.089). The confusion matrix (Table
Confusion matrix for the factorial discriminant analysis (FDA) of the three categories of impact by the 163 beetle species studied.
a priori \ a posteriori | No impact | Low impact | Substantial impact | Total | % correct |
---|---|---|---|---|---|
No impact | 107 | 0 | 0 | 107 | 100% |
Moderate impact | 29 | 4 | 2 | 35 | 11.4% |
Substantial impact | 15 | 4 | 2 | 21 | 9.5% |
Total | 151 | 8 | 4 | 163 | 69.3% |
The complete list of well-classified and misclassified species is available as supplementary material (Suppl. material
The Ancova analysis showed a significant effect of the degree of polyphagy (P < 0.0001) and use of primary attractant (P = 0.023) on the number of landmasses colonised, but the interaction of these two factors was not significant (P = 0.58), with an overall determination coefficient of R2 = 0.41. Beetle species not using primary attractants (n = 22) colonised significantly fewer land masses (3.5 ± 0.4, mean ± standard error) than those (n = 141) attracted by the host plant (9.6 ± 0.7). The number of colonised landmasses increased with the degree of polyphagy (number of known host plant species) by the same magnitude for the two categories of beetle species (using or not primary attractants, Fig.
Disharmony with regards to invasion frequency appears common amongst non-native insect orders worldwide and has been ascribed to the preference of certain orders for the main commercial pathways (
The SIH include a higher proportion of inbreeders than the world Scolytinae fauna. This is an asset for prompt establishment in strange lands. The females leaving the tree are already fertilised and can create a new colony on their own. In theory, the Allee population threshold (the minimal number of individuals below which a population cannot grow) for such species could be one single female.
Inbreeders are also often haplodiploid. Unfertilised females parthenogenetically produce haploid males and then mate with their sons (
Amongst the supposedly outbreeding species that crossed a geographic barrier, Orthotomicus erosus (Wollaston) (
Many different relationships to the hosts are observed amongst bark- and ambrosia beetles, making it difficult to predict the risks associated with new insect-host associations or even the long-term risks associated with long-standing associations. Bark- and ambrosia beetle species attack a wide range of trees, from apparently healthy individuals to dead and even decaying ones (
Xylophagous and xylomycetophagous species living in the sapwood are protected from mechanical damage and, when the wood has not been dried, from desiccation. Many phloeophagous bark beetles (e.g. H. ligniperda) and xylomycetophagous ambrosia beetles (e.g. Xylosandrus germanus) (Blandford) have travelled in wood packaging material or in wood or wood product shipments. The coffee berry borer, Hypothenemus hampei (Ferrari) is transported in the coffee seed trade (
Species capable of attacking living trees are more likely to find suitable hosts in the locations of entry.
Importantly, the impact in a new area cannot always be predicted from the relationship of a beetle-fungus association with its native host trees. X. glabratus and its symbiont R. lauricola colonise stressed or injured Lauraceae all over the world. Whilst they exert little noticeable damage in their native areas, they massively kill P. borbonia in the USA because of the hypersensitive response of the New World Lauraceae and the changes in behaviour they induce in the beetles (
Scolytinae are not only a threat to forestry. For example, H. hampei is a major pest of coffee worldwide (
Polyphagy and the ability to attack new hosts in new locations are advantageous for entry, establishment (higher probability of finding a suitable host) and impact (
Bark beetles usually have a narrow host range and are often monophagous (all hosts belong to the same genus) or oligophagous (all hosts selected within one family). Ambrosia beetles often have a broader range of hosts, as their host is mainly a substrate for the fungi they grow and feed on (
There is no direct relationship between polyphagy and impact. Some less polyphagous ambrosia beetles have a substantial impact in newly-invaded territories, as illustrated by X. glabratus (4 host-plant families) after its introduction in the USA. On the contrary, very polyphagous species may cause limited damage in new areas, as well as in their native range. Hypothenemus eruditus (65 host families), which usually colonises dead hosts, is normally considered harmless (
Many scolytines, even some not known as polyphagous, have been recorded on new host species when introduced into new areas (
The need for mass-attacks can be unfavourable to establishment, but mass attacks, once the species is established and the epidemic threshold is reached, can result in higher impact (
Physiologically stressed trees emit a range of volatile compounds, such as ethanol, which attract many bark- and ambrosia beetles colonising weakened hosts (
As they are not very specific (e.g. ethanol is produced by tissue fermentation of both conifers and non-conifers and monoterpenes, such as alpha-pinene, are produced by most conifers), long-range primary attractants can particularly facilitate host location and, thus, establishment amongst polyphagous species.
Throughout this review, several biological traits, particularly inbreeding and polyphagy, appear correlated with higher introduction potential and impact in new areas. However, as with the results obtained in
To summarise, some of the identified drivers are widespread amongst SIH species, but none is shared by the whole group, making it difficult to characterise univocally the potentially successful invaders amongst the bark- and ambrosia beetles of the world. In addition, the non-biological risk factors, as identified in
HJ and AB participated in this study as part of the HOMED project (http://homed-project.eu/), which received funding from the European Union’s Horizon 2020 Research and Innovation Programme, under grant agreement no. 771271. We are grateful to Sandy Liebhold and Miloš Knížek for useful comments on an earlier draft.
Main characteristics of the 163 Scolytinae with an invasion history
Data type: table (docx file)
Explanation note: Main characteristics of the 163 Scolytinae with an invasion history.
Landmasses
Data type: table (docx file)
Explanation note: Landmasses (islands and continents).
Well-classified and misclassified species
Data type: table (docx file)
Explanation note: Well-classified and misclassified species identified by the factorial discriminant analysis (FDA) of the three categories of impact by the 163 beetle species studied.