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Cohen R, Perez O. Emergent coordination in temporal partitioning congestion games. PLoS One 2024; 19:e0308341. [PMID: 39159162 PMCID: PMC11332916 DOI: 10.1371/journal.pone.0308341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 07/22/2024] [Indexed: 08/21/2024] Open
Abstract
In this article we study the social dynamic of temporal partitioning congestion games (TPGs), in which participants must coordinate an optimal time-partitioning for using a limited resource. The challenge in TPGs lies in determining whether users can optimally self-organize their usage patterns. Reaching an optimal solution may be undermined, however, by a collectively destructive meta-reasoning pattern, trapping users in a socially vicious oscillatory behavior. TPGs constitute a dilemma for both human and animal communities. We developed a model capturing the dynamics of these games and ran simulations to assess its behavior, based on a 2×2 framework that distinguishes between the players' knowledge of other players' choices and whether they use a learning mechanism. We found that the only way in which an oscillatory dynamic can be thwarted is by adding learning, which leads to weak convergence in the no-information condition and to strong convergence in the with-information condition. We corroborated the validity of our model using real data from a study of bats' behaviour in an environment of water scarcity. We conclude by examining the merits of a complexity-based, agent-based modelling approach over a game-theoretic one, contending that it offers superior insights into the temporal dynamics of TPGs. We also briefly discuss the policy implications of our findings.
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Affiliation(s)
- Reuven Cohen
- Department of Mathematics at Bar-Ilan University, Ramat Gan, Israel
| | - Oren Perez
- Faculty of Law, Head, Bar-Ilan University Multidisciplinary School for Environment and Sustainability, Bar-Ilan University, Ramat Gan, Israel
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Osmolovsky I, Shifrin M, Gamliel I, Belmaker J, Sapir Y. Eco-Geography and Phenology Are the Major Drivers of Reproductive Isolation in the Royal Irises, a Species Complex in the Course of Speciation. PLANTS (BASEL, SWITZERLAND) 2022; 11:3306. [PMID: 36501345 PMCID: PMC9739335 DOI: 10.3390/plants11233306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 10/30/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
The continuous nature of speciation implies that different species are found at different stages of divergence, from no- to complete reproductive isolation. This process and its underlying mechanisms are best viewed in incipient species. Moreover, the species complex can offer unique insight into how reproductive isolation (RI) has evolved. The royal irises (Iris section Oncocyclus) are a young group of species in the course of speciation, providing an ideal system for speciation study. We quantified pre- and post-zygotic reproductive barriers between the eight Israeli species of this complex and estimated the total RI among them. We tested for both pre-pollination and post-pollination reproductive barriers. Pre-pollination barriers, i.e., eco-geographic divergence and phenological differentiation were the major contributors to RI among the Iris species. On the other hand, post-pollination barriers, namely pollen-stigma interactions, fruit set, and seed viability had negligible contributions to total RI. The strength of RI was not uniform across the species complex, suggesting that species may have diverged at different rates. Overall, this study in a young, recently diverged group of species provides insight into the first steps of speciation, suggesting a crucial role of the pre-zygotic barriers.
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Affiliation(s)
- Inna Osmolovsky
- The Botanical Garden, School of Plant Science and Food Security, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Mariana Shifrin
- The Botanical Garden, School of Plant Science and Food Security, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Inbal Gamliel
- School of Zoology, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Jonathan Belmaker
- School of Zoology, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Yuval Sapir
- The Botanical Garden, School of Plant Science and Food Security, The George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
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De novo transcriptome characterization of Iris atropurpurea (the Royal Iris) and phylogenetic analysis of MADS-box and R2R3-MYB gene families. Sci Rep 2021; 11:16246. [PMID: 34376711 PMCID: PMC8355218 DOI: 10.1038/s41598-021-95085-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 07/16/2021] [Indexed: 02/07/2023] Open
Abstract
The Royal Irises (section Oncocyclus) are a Middle-Eastern group of irises, characterized by extremely large flowers with a huge range of flower colors and a unique pollination system. The Royal Irises are considered to be in the course of speciation and serve as a model for evolutionary processes of speciation and pollination ecology. However, no transcriptomic and genomic data are available for these plants. Transcriptome sequencing is a valuable resource for determining the genetic basis of ecological-meaningful traits, especially in non-model organisms. Here we describe the de novo transcriptome assembly of Iris atropurpurea, an endangered species endemic to Israel's coastal plain. We sequenced and analyzed the transcriptomes of roots, leaves, and three stages of developing flower buds. To identify genes involved in developmental processes we generated phylogenetic gene trees for two major gene families, the MADS-box and MYB transcription factors, which play an important role in plant development. In addition, we identified 1503 short sequence repeats that can be developed for molecular markers for population genetics in irises. This first reported transcriptome for the Royal Irises, and the data generated, provide a valuable resource for this non-model plant that will facilitate gene discovery, functional genomic studies, and development of molecular markers in irises, to complete the intensive eco-evolutionary studies of this group.
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Liu R, Gao Y, Fan Z, Wang X, Xiao J, Zhang Q. Within-day temporal isolation of two species of Iris (Iridaceae) sharing the same pollinator. Biol J Linn Soc Lond 2020. [DOI: 10.1093/biolinnean/blaa032] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Knowledge of factors driving reproductive isolation is essential to understand the process of speciation. To study the reproductive isolation of two closely related species with overlapping flowering seasons, Iris domestica and Iris dichotoma, we compared their reproductive system, floral biology and pollination biology. The results indicated that I. domestica was facultatively xenogamous, whereas I. dichotoma was facultatively autogamous. Although the two species differed significantly in floral colour, floral diameter, floral structure, nectar volume, flower opening and closing times, they shared the same diurnal pollinator, the honeybee Apis cerana. The frequency of pollination by A. cerana did not differ significantly between the two species, but honeybee pollination of I. domestica was more efficient compared with that of I. dichotoma. Despite the difference in floral structure between the two species, both species deposited pollen on the same parts of the body of honeybees. The temporal partitioning of within-day flowering times between I. domestica (from 07.15 to 08.15 h to 18.00 to 19.00 h) and I. dichotoma (from 15.45 to 16.15 h to 22.00 to 23.00 h), together with the time memory of honeybees, meant that the two species did not overlap in the time of their pollination, thus leading to temporal isolation as a major driver of reproductive isolation between the two species.
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Affiliation(s)
- Rong Liu
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Yike Gao
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Zhuping Fan
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Xinzi Wang
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Jianhua Xiao
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Qixiang Zhang
- Department of Landscape Architecture, Beijing Forestry University, Beijing, China
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Del Vecchio S, Pierce S, Fantinato E, Buffa G. Increasing the germination percentage of a declining native orchid (Himantoglossum adriaticum) by pollen transfer and outbreeding between populations. PLANT BIOLOGY (STUTTGART, GERMANY) 2019; 21:935-941. [PMID: 30907053 DOI: 10.1111/plb.12986] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/19/2019] [Indexed: 06/09/2023]
Abstract
The declining native orchid Himantoglossum adriaticum H. Baumann is a European endemic of priority interest (92/43/ EEC, Annex II). Northern Italian populations of H. adriaticum are small and isolated, with depressed seed set. Given the important implications for plant population conservation, we tested the hypothesis that artificial pollen transfer (hand-pollination) and outbreeding between populations increases fruit set and seed germination percentage. The background fruit set and in vitro germination rates were determined for ten reference populations. An artificial cross-pollination experiment included (a) pollen transfer from one large population to two small and isolated populations; (b) pollen transfer between two small but not isolated populations; (c) within-population pollen transfer (control). All seeds were sown on a modified Malmgren's medium and cultured in a controlled environment. Germination percentage was compared using a Kruskal-Wallis anova. The background fruit set (mean = 18%) and germination (<5%) rates were consistently low across populations. Fruit set after hand-pollination was consistently 100%. Pollen transfer from the largest population to smaller populations resulted in an increase in total germination ranging from 0.9% to 2.9%. The largest increase in germination occurred between small-sized and less isolated populations (from 1.7% to 5.1%). The results of pollen transfer between the small populations are particularly encouraging, as the mean increase in germination was almost four times that of the control. Outbreeding can be considered a valuable tool to increase genetic flow and germination in natural populations, limit the accumulation of detrimental effects on fitness driven by repeated breeding with closely-related individuals, thereby increasing the possibility of conservation of rare or endangered species.
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Affiliation(s)
- S Del Vecchio
- Department of Environmental Science, Informatics and Statistics, Ca' Foscari University, Venice, Italy
| | - S Pierce
- Department of Agricultural and Environmental Sciences (DiSAA), University of Milan, Milan, Italy
| | - E Fantinato
- Department of Environmental Science, Informatics and Statistics, Ca' Foscari University, Venice, Italy
| | - G Buffa
- Department of Environmental Science, Informatics and Statistics, Ca' Foscari University, Venice, Italy
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Khasanova A, Lovell JT, Bonnette J, Weng X, Jenkins J, Yoshinaga Y, Schmutz J, Juenger TE. The Genetic Architecture of Shoot and Root Trait Divergence Between Mesic and Xeric Ecotypes of a Perennial Grass. FRONTIERS IN PLANT SCIENCE 2019; 10:366. [PMID: 31019518 PMCID: PMC6458277 DOI: 10.3389/fpls.2019.00366] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 03/08/2019] [Indexed: 05/16/2023]
Abstract
Environmental heterogeneity can drive patterns of functional trait variation and lead to the formation of locally adapted ecotypes. Plant ecotypes are often differentiated by suites of correlated root and shoot traits that share common genetic, developmental, and physiological relationships. For instance, although plant water loss is largely governed by shoot systems, root systems determine water access and constrain shoot water status. To evaluate the genetic basis of root and shoot trait divergence, we developed a recombinant inbred population derived from mesic and xeric ecotypes of the perennial grass Panicum hallii. Our study sheds light on the genetic architecture underlying the relationships between root and shoot traits. We identified several genomic "hotspots" which control suites of correlated root and shoot traits, thus indicating genetic coordination between plant organ systems in the process of ecotypic divergence. Genomic regions of colocalized quantitative trait locus (QTL) for the majority of shoot and root growth related traits were independent of colocalized QTL for shoot and root resource acquisition traits. The allelic effects of individual QTL underscore ecological specialization for drought adaptation between ecotypes and reveal possible hybrid breakdown through epistatic interactions. These results have implications for understanding the factors constraining or facilitating local adaptation in plants.
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Affiliation(s)
- Albina Khasanova
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, United States
| | - John T. Lovell
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Jason Bonnette
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, United States
| | - Xiaoyu Weng
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, United States
| | - Jerry Jenkins
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Yuko Yoshinaga
- United States Department of Energy, Joint Genome Institute, Walnut Creek, CA, United States
| | - Jeremy Schmutz
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Thomas E. Juenger
- Department of Integrative Biology, The University of Texas at Austin, Austin, TX, United States
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To mix or not to mix the sources of relocated plants? The case of the endangered Iris lortetii. J Nat Conserv 2018. [DOI: 10.1016/j.jnc.2018.08.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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