1
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Jin P, Zhu B, Jia Y, Zhang Y, Wang W, Shen Y, Zhong Y, Zheng Y, Wang Y, Tong Y, Zhang W, Li S. Single-cell transcriptomics reveals the brain evolution of web-building spiders. Nat Ecol Evol 2023; 7:2125-2142. [PMID: 37919396 PMCID: PMC10697844 DOI: 10.1038/s41559-023-02238-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 09/29/2023] [Indexed: 11/04/2023]
Abstract
Spiders are renowned for their efficient capture of flying insects using intricate aerial webs. How the spider nervous systems evolved to cope with this specialized hunting strategy and various environmental clues in an aerial space remains unknown. Here we report a brain-cell atlas of >30,000 single-cell transcriptomes from a web-building spider (Hylyphantes graminicola). Our analysis revealed the preservation of ancestral neuron types in spiders, including the potential coexistence of noradrenergic and octopaminergic neurons, and many peptidergic neuronal types that are lost in insects. By comparing the genome of two newly sequenced plesiomorphic burrowing spiders with three aerial web-building spiders, we found that the positively selected genes in the ancestral branch of web-building spiders were preferentially expressed (42%) in the brain, especially in the three mushroom body-like neuronal types. By gene enrichment analysis and RNAi experiments, these genes were suggested to be involved in the learning and memory pathway and may influence the spiders' web-building and hunting behaviour. Our results provide key sources for understanding the evolution of behaviour in spiders and reveal how molecular evolution drives neuron innovation and the diversification of associated complex behaviours.
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Affiliation(s)
- Pengyu Jin
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Bingyue Zhu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yinjun Jia
- School of Life Sciences, IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, China
- Tsinghua-Peking Center for Life Sciences, Beijing, China
| | - Yiming Zhang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wei Wang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- Guangxi Normal University, Guilin, China
| | - Yunxiao Shen
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yu Zhong
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yami Zheng
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yang Wang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yan Tong
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wei Zhang
- School of Life Sciences, IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, China
- Tsinghua-Peking Center for Life Sciences, Beijing, China
| | - Shuqiang Li
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
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2
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Sergi C, Schlais A, Marshall M, Rodríguez RL. Western black widow spiders (
Latrodectus hesperus
) remember prey capture location and size, but only alter behavior for prey caught at particular sites. Ethology 2022. [DOI: 10.1111/eth.13328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Clint Sergi
- Behavioral and Molecular Ecology group, Department of Biological Sciences University of Wisconsin Milwaukee Wisconsin USA
| | - Audrey Schlais
- Behavioral and Molecular Ecology group, Department of Biological Sciences University of Wisconsin Milwaukee Wisconsin USA
| | - Martie Marshall
- Behavioral and Molecular Ecology group, Department of Biological Sciences University of Wisconsin Milwaukee Wisconsin USA
| | - Rafael L. Rodríguez
- Behavioral and Molecular Ecology group, Department of Biological Sciences University of Wisconsin Milwaukee Wisconsin USA
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3
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Fisher DN, Pruitt JN, Yeager J. Orb-weaving spiders show a correlated syndrome of morphology and web structure in the wild. Biol J Linn Soc Lond 2020. [DOI: 10.1093/biolinnean/blaa104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Extended phenotypes are traits that exist outside the physical body of organisms. Despite their role in the lives of the organisms that express them and other organisms influenced by extended phenotypes, the consistency and covariance with morphological and behavioural traits of extended phenotypes has rarely been evaluated. We repeatedly measured an extended phenotype involved in prey acquisition (web structure) of wild orb-weaving spiders (Micrathena vigorsii), which re-build their webs daily. We related web structure to behaviours and spider body length. Web diameter and web density were repeatable among individuals, reaction to a predation threat was very marginally so, and response to a prey stimulus and web evenness were not repeatable. Larger spiders spun wider webs, had webs with increased thread spacing, and the spider possibly tended to react more slowly to a predation threat. When a spider built a relatively larger web it was also a relatively less dense and less even web. The repeatability of web construction and relationship with spider body size we found may be common features of intra-population variation in web structure in spiders. By estimating the consistency and covariances of extended phenotypes we can begin to evaluate what maintains their variation and how they might evolve.
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Affiliation(s)
- David N Fisher
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, Ontario, Canada
- School of Biological Sciences, University of Aberdeen, King’s College, Aberdeen, UK
| | - Jonathan N Pruitt
- Department of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, Ontario, Canada
- Department of Ecology, Evolution & Marine Biology, University of California - Santa Barbara, Santa Barbara, CA, USA
| | - Justin Yeager
- Biodiversidad Medio Ambiente y Salud (BIOMAS), Dirección General de Investigación, Universidad de las Américas, Quito, Ecuador
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4
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The web architecture of Latrodectus hesperus black widow spiders (Araneae: Theridiidae) shows genetic variation and sexual dimorphism, but no plasticity according to the experience of the site of prey capture. Behav Ecol Sociobiol 2020. [DOI: 10.1007/s00265-020-02867-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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5
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Blamires SJ, Sellers WI. Modelling temperature and humidity effects on web performance: implications for predicting orb-web spider ( Argiope spp.) foraging under Australian climate change scenarios. CONSERVATION PHYSIOLOGY 2019; 7:coz083. [PMID: 31832193 PMCID: PMC6899225 DOI: 10.1093/conphys/coz083] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 09/17/2019] [Accepted: 10/01/2019] [Indexed: 05/11/2023]
Abstract
Phenotypic features extending beyond the body, or EPs, may vary plastically across environments. EP constructs, such as spider webs, vary in property across environments as a result of changes to the physiology of the animal or interactions between the environment and the integrity of the material from which the EP is manufactured. Due to the complexity of the interactions between EP constructs and the environment, the impact of climate change on EP functional integrity is poorly understood. Here we used a dynamic model to assess how temperature and humidity influence spider web major ampullate (MA) silk properties. MA silk is the silk that absorbs the impact of prey striking the web, hence our model provides a useful interpretation of web performance over the temperature (i.e. 20-55°C) and humidity (i.e. 15-100%) ranges assessed. Our results showed that extremely high or low humidity had direct negative effects on web capture performance, with changes in temperature likely having indirect effects. Undeniably, the effect of temperature on web architecture and its interactive effect with humidity on web tension and capture thread stickiness need to be factored into any further predictions of plausible climate change impacts. Since our study is the first to model plasticity in an EP construct's functionality and to extrapolate the results to predict climate change impacts, it stands as a template for future studies that endeavour to make predictions about the influence of climate change on animal EPs.
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Affiliation(s)
- S J Blamires
- Evolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales 2052, Australia
| | - W I Sellers
- School of Earth and Environmental Sciences, The University of Manchester, Williamson Building, Manchester M13 9PL, UK
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6
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Thompson CH, Rodríguez RL, Sergi C. Repeatability but no short‐term plasticity in the web architecture of
Latrodectus hesperus
western black widow spiders (Araneae: Theridiidae). Ethology 2019. [DOI: 10.1111/eth.12972] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Cory H. Thompson
- Behavioral & Molecular Ecology Group Department of Biological Sciences University of Wisconsin‐Milwaukee Milwaukee WI USA
| | - Rafael L. Rodríguez
- Behavioral & Molecular Ecology Group Department of Biological Sciences University of Wisconsin‐Milwaukee Milwaukee WI USA
| | - Clinton Sergi
- Behavioral & Molecular Ecology Group Department of Biological Sciences University of Wisconsin‐Milwaukee Milwaukee WI USA
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7
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Orb-web spiders as Bayesian learners. Naturwissenschaften 2019; 106:22. [DOI: 10.1007/s00114-019-1615-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 03/18/2019] [Accepted: 04/03/2019] [Indexed: 10/26/2022]
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8
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Mortimer B. A Spider’s Vibration Landscape: Adaptations to Promote Vibrational Information Transfer in Orb Webs. Integr Comp Biol 2019; 59:1636-1645. [DOI: 10.1093/icb/icz043] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Abstract
Spider orb webs are used not only for catching prey, but also for transmitting vibrational information to the spider. Vibrational information propagates from biological sources, such as potential prey or mates, but also abiotic sources, such as wind. Like other animals, the spider must cope with physical constraints acting on the propagation of vibrational information along surfaces and through materials—including loss of energy, distortion, and filtering. The spider mitigates these physical constraints by making its orb web from up to five different types of silks, closely controlling silk use and properties during web building. In particular, control of web geometry, silk tension, and silk stiffness allows spiders to adjust how vibrations spread throughout the web, as well as their amplitude and speed of propagation, which directly influences energy loss, distortion, and filtering. Turning to how spiders use this information, spiders use lyriform organs distributed across their eight legs as vibration sensors. Spiders can adjust coupling to the silk fibers and use posture to modify vibrational information as it moves from the web to the sensors. Spiders do not sense all vibrations equally—they are least sensitive to low frequencies (<30 Hz) and most sensitive to high frequencies (ca. 1 kHz). This sensitivity pattern cannot be explained purely by the frequency range of biological inputs. The role of physical and evolutionary constraints is discussed to explain spider vibration sensitivity and a role of vibration sensors to detect objects on the web as a form of echolocation is also discussed.
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Affiliation(s)
- B Mortimer
- Department of Zoology, University of Oxford, South Parks Road, Oxford, UK
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9
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Rodríguez-Planes LI, Farji-Brener AG. Extended phenotypes and foraging restrictions: ant nest entrances and resource ingress in leaf-cutting ants. Biotropica 2019. [DOI: 10.1111/btp.12630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Lucía I. Rodríguez-Planes
- Facultad de Ciencias Exactas y Naturales; Laboratorio de Eco-Epidemiología y Consejo Nacional de Investigaciones Científicas y Técnicas; Universidad de Buenos Aires; Buenos Aires Argentina
- Instituto de Ecología, Genética y Evolución de Buenos Aires (IEGEBA); Ciudad Universitaria; Buenos Aires Argentina
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10
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Mortimer B, Soler A, Siviour CR, Vollrath F. Remote monitoring of vibrational information in spider webs. Naturwissenschaften 2018; 105:37. [PMID: 29789945 PMCID: PMC5978847 DOI: 10.1007/s00114-018-1561-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 05/02/2018] [Accepted: 05/07/2018] [Indexed: 01/21/2023]
Abstract
Spiders are fascinating model species to study information-acquisition strategies, with the web acting as an extension of the animal’s body. Here, we compare the strategies of two orb-weaving spiders that acquire information through vibrations transmitted and filtered in the web. Whereas Araneus diadematus monitors web vibration directly on the web, Zygiella x-notata uses a signal thread to remotely monitor web vibration from a retreat, which gives added protection. We assess the implications of these two information-acquisition strategies on the quality of vibration information transfer, using laser Doppler vibrometry to measure vibrations of real webs and finite element analysis in computer models of webs. We observed that the signal thread imposed no biologically relevant time penalty for vibration propagation. However, loss of energy (attenuation) was a cost associated with remote monitoring via a signal thread. The findings have implications for the biological use of vibrations by spiders, including the mechanisms to locate and discriminate between vibration sources. We show that orb-weaver spiders are fascinating examples of organisms that modify their physical environment to shape their information-acquisition strategy.
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Affiliation(s)
- B Mortimer
- Department of Zoology, University of Oxford, Oxford, UK. .,School of Biological Sciences, University of Bristol, Bristol, UK.
| | - A Soler
- Department Continuum Mechanics and Structural Analysis, Universidad Carlos III de Madrid, Madrid, Spain
| | - C R Siviour
- Department of Engineering Science, University of Oxford, Oxford, UK
| | - F Vollrath
- Department of Zoology, University of Oxford, Oxford, UK
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11
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Ripp J, Eldakar OT, Gallup AC, Arena PT. The successful exploitation of urban environments by the golden silk spider, Nephila clavipes (Araneae, Nephilidae). JOURNAL OF URBAN ECOLOGY 2018. [DOI: 10.1093/jue/juy005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Jake Ripp
- Department of Marine Biology, Nova Southeastern University, 3301 College Ave, Ft. Lauderdale, FL 33314, USA
- Department of Biological Sciences, Nova Southeastern University, 3301 College Ave, Ft. Lauderdale, FL 33314, USA
| | - Omar Tonsi Eldakar
- Department of Biological Sciences, Nova Southeastern University, 3301 College Ave, Ft. Lauderdale, FL 33314, USA
| | - Andrew C Gallup
- Department of Social and Behavioral Sciences, SUNY Polytechnic Institute, 100 Seymour Rd, Utica, NY 13502, USA
| | - Paul T Arena
- Department of Biological Sciences, Nova Southeastern University, 3301 College Ave, Ft. Lauderdale, FL 33314, USA
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12
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Blamires SJ, Martens PJ, Kasumovic MM. Fitness consequences of plasticity in an extended phenotype. ACTA ACUST UNITED AC 2018; 221:jeb.167288. [PMID: 29361580 DOI: 10.1242/jeb.167288] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Accepted: 12/13/2017] [Indexed: 01/15/2023]
Abstract
Like regular phenotypes, extended phenotypes have demonstrable fitness advantages and their properties may vary plastically across environments. However, the fitness advantages of plasticity are only known for a select few extended phenotypes. It is known that the form and functions of spider orb webs can be manipulated by laboratory experiments. For instance, the physical and chemical properties of the spiral and gluey silks vary in property as protein intake varies. Orb web spiders thus represent good models for extended phenotypic plasticity studies. We performed experiments manipulating the protein intake of two vertically aligned orb web building spiders to determine whether variations in the chemical and physical properties of their spiral and gluey silk affect prey retention in their webs. We found in both spider species that individuals deprived of protein had a greater gluey silk glycoprotein core volume, and this correlated strongly with spiral thread stickiness and increased prey retention by the webs. Moreover, we found strong positive correlations between glue droplet volume and glycoprotein core volume for spiders in the protein-deprived treatment, but weaker correlations for protein-fed spiders. We interpreted these findings as the spiders investing more in glycoprotein when nutrient deprived. We attribute the associated increase in prey retention capacity as a fitness consequence of plasticity in the spiral properties.
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Affiliation(s)
- Sean J Blamires
- Evolution & Ecology Research Centre, School of Biological, Earth & Environmental Sciences D26, University of New South Wales, Sydney 2052, Australia
| | - Penny J Martens
- Graduate School of Biomedical Engineering, Samuels Building F25, University of New South Wales, Sydney 2052, Australia
| | - Michael M Kasumovic
- Evolution & Ecology Research Centre, School of Biological, Earth & Environmental Sciences D26, University of New South Wales, Sydney 2052, Australia
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13
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Abstract
There is a tension between the conception of cognition as a central nervous system (CNS) process and a view of cognition as extending towards the body or the contiguous environment. The centralised conception requires large or complex nervous systems to cope with complex environments. Conversely, the extended conception involves the outsourcing of information processing to the body or environment, thus making fewer demands on the processing power of the CNS. The evolution of extended cognition should be particularly favoured among small, generalist predators such as spiders, and here, we review the literature to evaluate the fit of empirical data with these contrasting models of cognition. Spiders do not seem to be cognitively limited, displaying a large diversity of learning processes, from habituation to contextual learning, including a sense of numerosity. To tease apart the central from the extended cognition, we apply the mutual manipulability criterion, testing the existence of reciprocal causal links between the putative elements of the system. We conclude that the web threads and configurations are integral parts of the cognitive systems. The extension of cognition to the web helps to explain some puzzling features of spider behaviour and seems to promote evolvability within the group, enhancing innovation through cognitive connectivity to variable habitat features. Graded changes in relative brain size could also be explained by outsourcing information processing to environmental features. More generally, niche-constructed structures emerge as prime candidates for extending animal cognition, generating the selective pressures that help to shape the evolving cognitive system.
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Affiliation(s)
- Hilton F Japyassú
- Biology Institute, Federal University of Bahia, Rua Barão de Jeremoabo s/n, Campus de Ondina, Salvador, Bahia, 40170-115, Brazil.
- Centre for Biodiversity, School of Biology, University of St Andrews, Harold Mitchell Building, St Andrews, Fife, UK, KY16 9TH.
| | - Kevin N Laland
- Centre for Biodiversity, School of Biology, University of St Andrews, Harold Mitchell Building, St Andrews, Fife, UK, KY16 9TH
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14
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Nakata K, Mori Y. Cost of complex behaviour and its implications in antipredator defence in orb-web spiders. Anim Behav 2016. [DOI: 10.1016/j.anbehav.2016.07.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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15
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DiRienzo N, Montiglio PO. Linking consistent individual differences in web structure and behavior in black widow spiders. Behav Ecol 2016. [DOI: 10.1093/beheco/arw048] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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16
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Tourinho L, de Almeida Mendonça A, Japyassú HF. Ontogenetic variation in the predatory behavior of the orb-weaver spider Azilia histrio: detecting changes in behavioral organization. J ETHOL 2016. [DOI: 10.1007/s10164-016-0467-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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17
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Blamires SJ, Hasemore M, Martens PJ, Kasumovic MM. Diet-induced covariation between architectural and physicochemical plasticity in an extended phenotype. J Exp Biol 2016; 220:876-884. [DOI: 10.1242/jeb.150029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 12/14/2016] [Indexed: 01/09/2023]
Abstract
The adaptive benefits of extended phenotypic plasticity are imprecisely defined due to a paucity of experiments examining traits that are manipulable and measurable across environments. Spider webs are often used as models to explore the adaptive benefits of variations in extended phenotypes across environments. Nonetheless, our understanding of the adaptive nature of the plastic responses of spider webs is impeded when web architectures and silk physicochemical properties appear to co-vary. An opportunity to examine this co-variation is presented by modifying prey items while measuring web architectures and silk physiochemical properties. Here we performed two experiments to assess the nature of the association between web architectures and gluey silk properties when the orb web spider Argiope keyserlingi was fed a diet that varied in either mass and energy or prey size and feeding frequency. We found web architectures and gluey silk physicochemical properties to co-vary across treatments in both experiments. Specifically, web capture area co-varied with gluey droplet morphometrics, thread stickiness and salt concentrations when prey mass and energy were manipulated, and spiral spacing co-varied with gluey silk salt concentrations when prey size and feeding frequency were manipulated. We explained our results as A. keyserlingi plastically shifting its foraging strategy as multiple prey parameters simultaneously varied. We confirmed and extended previous work by showing that spiders use a variety of prey cues to concurrently adjust web and silk traits across different feeding regimes.
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Affiliation(s)
- Sean J. Blamires
- Evolution & Ecology Research Centre, School of Biological, Earth & Environmental Sciences D26, The University of New South Wales, Sydney 2052, Australia
| | - Matthew Hasemore
- Evolution & Ecology Research Centre, School of Biological, Earth & Environmental Sciences D26, The University of New South Wales, Sydney 2052, Australia
| | - Penny J. Martens
- Graduate School of Biomedical Engineering, Samuels Building F25, The University of New South Wales, Sydney 2052, Australia
| | - Michael M. Kasumovic
- Evolution & Ecology Research Centre, School of Biological, Earth & Environmental Sciences D26, The University of New South Wales, Sydney 2052, Australia
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18
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Affiliation(s)
- Samuel Zschokke
- Department of Environmental Sciences, Section of Conservation Biology; University of Basel; St. Johanns-Vorstadt 10 CH-4056 Basel Switzerland
| | - Kensuke Nakata
- Kyoto Women's University; Kitahiyoshi-cho 35 Higashiyama-ku Kyoto 605-8501 Japan
- Faculty of Human Environment; Nagasaki Institute of Applied Science; 536 Aba-machi Nagasaki 851-0193 Japan
- Tokyo Keizai University; Minami-machi 1-7-34 Kokubunji Tokyo 185-8502 Japan
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