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Casiraghi L, Mambretti F, Tovo A, Paraboschi EM, Suweis S, Bellini T. Synthetic eco-evolutionary dynamics in simple molecular environment. eLife 2024; 12:RP90156. [PMID: 38530348 PMCID: PMC10965223 DOI: 10.7554/elife.90156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024] Open
Abstract
The understanding of eco-evolutionary dynamics, and in particular the mechanism of coexistence of species, is still fragmentary and in need of test bench model systems. To this aim we developed a variant of SELEX in vitro selection to study the evolution of a population of ∼1015 single-strand DNA oligonucleotide 'individuals'. We begin with a seed of random sequences which we select via affinity capture from ∼1012 DNA oligomers of fixed sequence ('resources') over which they compete. At each cycle ('generation'), the ecosystem is replenished via PCR amplification of survivors. Massive parallel sequencing indicates that across generations the variety of sequences ('species') drastically decreases, while some of them become populous and dominate the ecosystem. The simplicity of our approach, in which survival is granted by hybridization, enables a quantitative investigation of fitness through a statistical analysis of binding energies. We find that the strength of individual resource binding dominates the selection in the first generations, while inter- and intra-individual interactions become important in later stages, in parallel with the emergence of prototypical forms of mutualism and parasitism.
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Affiliation(s)
- Luca Casiraghi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Via Fratelli CerviSegrateItaly
| | - Francesco Mambretti
- Dipartimento di Fisica e Astronomia, Università degli Studi di PadovaPadovaItaly
| | - Anna Tovo
- Dipartimento di Fisica e Astronomia, Università degli Studi di PadovaPadovaItaly
| | - Elvezia Maria Paraboschi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi MontalciniPieve EmanueleItaly
- IRCCS, Humanitas Clinical and Research CenterRozzanoItaly
| | - Samir Suweis
- Dipartimento di Fisica e Astronomia, Università degli Studi di PadovaPadovaItaly
| | - Tommaso Bellini
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Via Fratelli CerviSegrateItaly
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Boada J, Pagès JF, Gera A, Macpherson E, Santana Y, Romero J, Alcoverro T. The richness of small pockets: Decapod species peak in small seagrass patches where fish predators are absent. MARINE ENVIRONMENTAL RESEARCH 2018; 142:1-6. [PMID: 30253917 DOI: 10.1016/j.marenvres.2018.09.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 09/08/2018] [Accepted: 09/09/2018] [Indexed: 06/08/2023]
Abstract
Patchy landscapes behave differently from continuous ones. Patch size can influence species behaviour, movement, feeding and predation rates, with flow-on consequences for the diversity of species that inhabit these patches. To understand the importance of patchiness on regional species pools, we measured decapod richness and abundance in several seagrass patches with contrasting sizes. Additionally, we evaluated potential drivers of patch-specific species distribution including resource abundance, predator habitat use and the structural complexity of patches. Our results showed a non-random distribution of decapod species: small patches were clear hotspots of diversity and abundance, particularly of larger-bodied epifaunal decapods. Interestingly, these hotspots were characterized by lower nutrient resources, lower canopy height, but also lower predator use. Small fish invertivores such as Coris julis and several species of Symphodus were mostly restricted to large patches. These resident predators may be critical in clumping predation in large patches with consequences for how biodiversity of their prey is distributed across the seascape. Our results highlight the idea that a habitat mosaic with both large and small seagrass patches would potentially bolster biodiversity because preys and predators may seek refuge in patches of different sizes.
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Affiliation(s)
- Jordi Boada
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain.
| | - Jordi F Pagès
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain; School of Ocean Sciences, Bangor University, Menai Bridge, Anglesey, United Kingdom
| | - Alessandro Gera
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain
| | - Enrique Macpherson
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain
| | - Yaiza Santana
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain
| | - Javier Romero
- Departamento de Ecología, Facultad de Biología, Universidad de Barcelona, Av. Diagonal 645, 08028, Barcelona, Spain
| | - Teresa Alcoverro
- Centre d'Estudis Avançats de Blanes, CEAB-CSIC, C/ Acc. Cala St. Francesc 14, 17300, Blanes, Girona, Spain; Nature Conservation Foundation, 3076/5, 4th Cross, Gokulam Park, 570 002, Mysore, Karnataka, India
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San Roman M, Wagner A. An enormous potential for niche construction through bacterial cross-feeding in a homogeneous environment. PLoS Comput Biol 2018; 14:e1006340. [PMID: 30040834 PMCID: PMC6080805 DOI: 10.1371/journal.pcbi.1006340] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 08/07/2018] [Accepted: 07/02/2018] [Indexed: 12/25/2022] Open
Abstract
Microorganisms modify their environment by excreting by-products of metabolism, which can create new ecological niches that can help microbial populations diversify. A striking example comes from experimental evolution of genetically identical Escherichia coli populations that are grown in a homogeneous environment with the single carbon source glucose. In such experiments, stable communities of genetically diverse cross-feeding E. coli cells readily emerge. Some cells that consume the primary carbon source glucose excrete a secondary carbon source, such as acetate, that sustains other community members. Few such cross-feeding polymorphisms are known experimentally, because they are difficult to screen for. We studied the potential of bacterial metabolism to create new ecological niches based on cross-feeding. To do so, we used genome scale models of the metabolism of E. coli and metabolisms of similar complexity, to identify unique pairs of primary and secondary carbon sources in these metabolisms. We then combined dynamic flux balance analysis with analytical calculations to identify which pair of carbon sources can sustain a polymorphic cross-feeding community. We identified almost 10,000 such pairs of carbon sources, each of them corresponding to a unique ecological niche. Bacterial metabolism shows an immense potential for the construction of new ecological niches through cross feeding. Biodiversity can emerge in a completely homogeneous environment from populations with initially genetically identical individuals. This striking observation comes from experimental evolution of bacteria, which create new ecological niches when they excrete nutrient-rich waste products that can sustain the life of other bacteria. It is difficult to estimate the potential of any one organism for such metabolic niche construction experimentally, because it is challenging to screen for novel metabolic abilities on a large scale. We therefore used experimentally validated models of bacterial metabolism to predict how many novel niches organisms like Escherichia coli can construct, if a novel niche must be able to sustain a stable community of microbes that differ in the nutrients they consume. We identify thousands of such niches. They differ in their primary carbon source and a secondary carbon source that is excreted by some microbes and used by others. Because we restricted ourselves to chemically simple environments, we may even have underestimated the enormous potential of microbes for niche construction.
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Affiliation(s)
- Magdalena San Roman
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Andreas Wagner
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- The Santa Fe Institute, Santa Fe, New Mexico, United States of America
- * E-mail:
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Weinberger VP, Quiñinao C, Marquet PA. Innovation and the growth of human population. Philos Trans R Soc Lond B Biol Sci 2018; 372:rstb.2016.0415. [PMID: 29061888 DOI: 10.1098/rstb.2016.0415] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2017] [Indexed: 12/25/2022] Open
Abstract
Biodiversity is sustained by and is essential to the services that ecosystems provide. Different species would use these services in different ways, or adaptive strategies, which are sustained in time by continuous innovations. Using this framework, we postulate a model for a biological species (Homo sapiens) in a finite world where innovations, aimed at increasing the flux of ecosystem services (a measure of habitat quality), increase with population size, and have positive effects on the generation of new innovations (positive feedback) as well as costs in terms of negatively affecting the provision of ecosystem services. We applied this model to human populations, where technological innovations are driven by cumulative cultural evolution. Our model shows that depending on the net impact of a technology on the provision of ecosystem services (θ), and the strength of technological feedback (ξ), different regimes can result. Among them, the human population can fill the entire planet while maximizing their well-being, but not exhaust ecosystem services. However, this outcome requires positive or green technologies that increase the provision of ecosystem services with few negative externalities or environmental costs, and that have a strong positive feedback in generating new technologies of the same kind. If the feedback is small, then the technological stock can collapse together with the human population. Scenarios where technological innovations generate net negative impacts may be associated with a limited technological stock as well as a limited human population at equilibrium and the potential for collapse. The only way to fill the planet with humans under this scenario of negative technologies is by reducing the technological stock to a minimum. Otherwise, the only feasible equilibrium is associated with population collapse. Our model points out that technological innovations per se may not help humans to grow and dominate the planet. Instead, different possibilities unfold for our future depending on their impact on the environment and on further innovation.This article is part of the themed issue 'Process and pattern in innovations from cells to societies'.
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Affiliation(s)
- V P Weinberger
- Departamento de Ecología, CSIC-PUC), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Instituto de Ecología & Biodiversidad (IEB), Casilla 653, Santiago, Chile
| | - C Quiñinao
- CIMFAV, Facultad de Ingeniería, Universidad de Valparaíso, General Cruz 222, Valparaíso, Chile.,Instituto de Ciencias de la Ingeniería, Escuela de Ingeniería, Universidad de O'Higgins, Av. Libertador Bernardo O'Higgins 611, Rancagua, Chile
| | - P A Marquet
- Departamento de Ecología, CSIC-PUC), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile .,Laboratorio Internacional en Cambio Global (LINCGlobal, CSIC-PUC), Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Alameda 340, Santiago, Chile.,Instituto de Ecología & Biodiversidad (IEB), Casilla 653, Santiago, Chile.,The Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA.,Centro de Cambio Global (PUC-Global), Pontificia Universidad Católica de Chile, Santiago, Chile.,Instituto de Sistemas Complejos de Valparaíso (ISCV), Artillería 470, Cerro Artillería, Valparaíso, Chile
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