1
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Ferrari ÁJR, Dixit SM, Thibeault J, Garcia M, Houliston S, Ludwig RW, Notin P, Phoumyvong CM, Martell CM, Jung MD, Tsuboyama K, Carter L, Arrowsmith CH, Guttman M, Rocklin GJ. Large-scale discovery, analysis, and design of protein energy landscapes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.20.644235. [PMID: 40196533 PMCID: PMC11974690 DOI: 10.1101/2025.03.20.644235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
All folded proteins continuously fluctuate between their low-energy native structures and higher energy conformations that can be partially or fully unfolded. These rare states influence protein function, interactions, aggregation, and immunogenicity, yet they remain far less understood than protein native states. Although native protein structures are now often predictable with impressive accuracy, conformational fluctuations and their energies remain largely invisible and unpredictable, and experimental challenges have prevented large-scale measurements that could improve machine learning and physics-based modeling. Here, we introduce a multiplexed experimental approach to analyze the energies of conformational fluctuations for hundreds of protein domains in parallel using intact protein hydrogen-deuterium exchange mass spectrometry. We analyzed 5,778 domains 28-64 amino acids in length, revealing hidden variation in conformational fluctuations even between sequences sharing the same fold and global folding stability. Site-resolved hydrogen exchange NMR analysis of 13 domains showed that these fluctuations often involve entire secondary structural elements with lower stability than the overall fold. Computational modeling of our domains identified structural features that correlated with the experimentally observed fluctuations, enabling us to design mutations that stabilized low-stability structural segments. Our dataset enables new machine learning-based analysis of protein energy landscapes, and our experimental approach promises to reveal these landscapes at unprecedented scale.
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Affiliation(s)
- Állan J. R. Ferrari
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Sugyan M. Dixit
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jane Thibeault
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Mario Garcia
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Scott Houliston
- Structural Genomics Consortium, University of Toronto, Toronto, ON M5G 1L7, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 2M9, Canada
| | - Robert W. Ludwig
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Pascal Notin
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Claire M. Phoumyvong
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Cydney M. Martell
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michelle D. Jung
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kotaro Tsuboyama
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Current address: Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
| | - Lauren Carter
- Department of Biochemistry, University of Washington, Seattle, WA, USA. Current address: Bill & Melinda Gates Medical Research Institute
| | - Cheryl H. Arrowsmith
- Structural Genomics Consortium, University of Toronto, Toronto, ON M5G 1L7, Canada; Princess Margaret Cancer Centre, University of Toronto, Toronto, ON M5G 2M9, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 2M9, Canada
| | - Miklos Guttman
- Department of Medicinal Chemistry, University of Washington, Seattle, WA, USA
| | - Gabriel J. Rocklin
- Department of Pharmacology & Center for Synthetic Biology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Leiva C, Torda G, Zhou C, Pan Y, Harris J, Xiang X, Tan S, Tian W, Hume B, Miller DJ, Li Q, Zhang G, Cooke I, Rodolfo‐Metalpa R. Rapid Evolution in Action: Environmental Filtering Supports Coral Adaptation to a Hot, Acidic, and Deoxygenated Extreme Habitat. GLOBAL CHANGE BIOLOGY 2025; 31:e70103. [PMID: 40028829 PMCID: PMC11874183 DOI: 10.1111/gcb.70103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 02/05/2025] [Accepted: 02/05/2025] [Indexed: 03/05/2025]
Abstract
The semienclosed Bouraké lagoon in New Caledonia is a natural system that enables observation of evolution in action with respect to stress tolerance in marine organisms, a topic directly relevant to understanding the consequences of global climate change. Corals inhabiting the Bouraké lagoon endure extreme conditions of elevated temperature (> 33°C), acidification (7.2 pH units), and deoxygenation (2.28 mg O2 L-1), which fluctuate with the tide due to the lagoon's geomorphology. To investigate the underlying bases of the apparent stress tolerance of these corals, we combined whole genome resequencing of the coral host and ITS2 metabarcoding of the photosymbionts from 90 Acropora tenuis colonies from three localities along the steep environmental gradient from Bouraké to two nearby control reefs. Our results highlight the importance of coral flexibility to associate with different photosymbionts in facilitating stress tolerance of the holobiont; but, perhaps more significantly, strong selective effects were detected at specific loci in the host genome. Fifty-seven genes contained SNPs highly associated with the extreme environment of Bouraké and were enriched in functions related to sphingolipid metabolism. Within these genes, the conserved sensor of noxious stimuli TRPA1 and the ABCC4 transporter stood out due to the high number of environmentally selected SNPs that they contained. Protein 3D structure predictions suggest that a single-point mutation causes the rotation of the main regulatory domain of TRPA1, which may be behind this case of natural selection through environmental filtering. While the corals of the Bouraké lagoon provide a striking example of rapid adaptation to extreme conditions, overall, our results highlight the need to preserve the current standing genetic variation of coral populations to safeguard their adaptive potential to ongoing rapid environmental change.
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Affiliation(s)
- Carlos Leiva
- Marine LaboratoryUniversity of GuamGuamUSA
- Laboratoire d'Excellence CORAILENTROPIE (UMR9220), IRDNouméaNew Caledonia
| | - Gergely Torda
- ARC Centre of Excellence for Coral Reef StudiesJames Cook UniversityTownsvilleQueenslandAustralia
| | - Chengran Zhou
- BGI ResearchWuhanChina
- State Key Laboratory of Genome and Multi‐Omics TechnologiesBGI ResearchShenzhenChina
| | - Yunrui Pan
- Research Center for eco‐Environmental ScienceChinese Academy of SciencesBeijingChina
- University of the Chinese Academy of SciencesBeijingChina
| | - Jess Harris
- ARC Centre of Excellence for Coral Reef StudiesJames Cook UniversityTownsvilleQueenslandAustralia
| | - Xueyan Xiang
- BGI ResearchWuhanChina
- State Key Laboratory of Genome and Multi‐Omics TechnologiesBGI ResearchShenzhenChina
| | - Shangjin Tan
- BGI ResearchWuhanChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Wei Tian
- BGI‐AustraliaHerstonQueenslandAustralia
| | - Benjamin Hume
- Department of BiologyUniversity of KonstanzKonstanzGermany
| | - David J. Miller
- ARC Centre of Excellence for Coral Reef StudiesJames Cook UniversityTownsvilleQueenslandAustralia
- College of Public Health, Medical and Veterinary SciencesJames Cook UniversityTownsvilleQueenslandAustralia
- Centre for Tropical Bioinformatics and Molecular BiologyJames Cook UniversityTownsvilleQueenslandAustralia
| | - Qiye Li
- BGI ResearchWuhanChina
- State Key Laboratory of Genome and Multi‐Omics TechnologiesBGI ResearchShenzhenChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Guojie Zhang
- Center for Evolutionary & Organismal Biology and Women's Hospital at Zhejiang University School of Medicine, and Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
- Liangzhu LaboratoryZhejiang University Medical CenterHangzhouChina
| | - Ira Cooke
- College of Public Health, Medical and Veterinary SciencesJames Cook UniversityTownsvilleQueenslandAustralia
- Centre for Tropical Bioinformatics and Molecular BiologyJames Cook UniversityTownsvilleQueenslandAustralia
| | - Riccardo Rodolfo‐Metalpa
- Laboratoire d'Excellence CORAILENTROPIE (UMR9220), IRDNouméaNew Caledonia
- ENTROPIE, IRDUniversité de la Réunion, IFREMER, Université de Nouvelle‐CalédonieNouméaNew Caledonia
- Labex ICONA International CO2 Natural Analogues NetworkTsukubaJapan
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3
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Black KL, Bay LK, Matz MV. A Genetic Variant of Delta-9 Desaturase Is Associated With Latitudinal Adaptation in a Coral from the Great Barrier Reef. Mol Ecol 2025; 34:e17634. [PMID: 39717908 DOI: 10.1111/mec.17634] [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] [Received: 01/25/2024] [Revised: 09/06/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024]
Abstract
Coral populations across the Great Barrier Reef (GBR) could rapidly adapt to the warming climate if they have standing genetic variation for thermal tolerance. Here, we describe a locus likely involved in latitudinal adaptation of Acropora millepora. This locus shows a steep latitudinal gradient of derived allele frequency increasing at higher latitudes, and harbours a cluster of eight tandemly repeated Δ9-desaturase genes adjacent to a region in the genome where a hard selective sweep likely occurred. In colonies reciprocally transplanted across 4.5° of latitude, the expression of Δ9-desaturase is upregulated at the high-latitude reef. Furthermore, corals from the low-latitude reef bearing the derived Δ9-desaturase allele express the gene more and grow faster than their peers when transplanted to the high-latitude reef. In other organisms ranging from bacteria to fish, Δ9-desaturase is upregulated under cold conditions to adjust membrane fluidity by introducing double bonds into fatty acid chains of membrane lipids. It is therefore plausible that the signal of latitudinal adaptation at the Δ9-desaturase locus is due to its involvement in adaptation to cooler temperatures at higher latitudes.
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Affiliation(s)
- Kristina L Black
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
| | - Line K Bay
- Reef Recovery, Adaptation, and Restoration, Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Mikhail V Matz
- Department of Integrative Biology, University of Texas at Austin, Austin, Texas, USA
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Manullang C, Hanahara N, Tarigan AI, Abe Y, Furukawa M, Morita M. Slight thermal stress exerts genetic diversity selection at coral (Acropora digitifera) larval stages. BMC Genomics 2025; 26:36. [PMID: 39810102 PMCID: PMC11730148 DOI: 10.1186/s12864-024-11194-1] [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] [Received: 08/20/2024] [Accepted: 12/27/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Rising seawater temperatures increasingly threaten coral reefs. The ability of coral larvae to withstand heat is crucial for maintaining reef ecosystems. Although several studies have investigated coral larvae's genetic responses to thermal stress, most relied on pooled sample sequencing, which provides population-level insights but may mask individual genotype variability. This study uses individual larval sequencing to investigate genotype-specific responses to heat stress and the selective pressures shaping their genomes, offering finer resolution and deeper insights. RESULTS This study investigates the larval response to heat stress before acquiring symbiotic algae, aiming to elucidate the relationship between coral genetic diversity and heat stress. Larvae sourced from eight Acropora digitifera colonies were subjected to ambient temperature (28 °C) and heat conditions (31 °C). The impact of heat stress on larval genetic diversity was assessed through sequencing. While overall genetic diversity, represented by π, did not significantly differ between the control and heat-exposed groups, Tajima's D differed, indicating different selective pressures in each group. The genomic regions under higher and lower Tajima's D were not broadly shared among control and head conditions, implying that selective pressures operated in distinctive manners. Many larval protein-coding sequences were identified in this genomic region, and the codon evolution of many of these genes showed signs of positive selection. These results highlight the complex selective pressures on coral larvae under different temperatures. The genes showing signs of positive selection in response to heat stress may have also been influenced by historical temperature fluctuations, as suggested by their association with loci identified during Acroporid speciation. These loci under codon-level positive selection during speciation highlight the potential role of genetic diversity in shaping adaptation to environmental changes over evolutionary timescales. CONCLUSION These findings underscore the significance of genetic diversity in coral reproduction for maintaining reef ecosystems. They also indicate that even minor heat stress can exert significant selective pressure, potentially leading to profound implications for coral reef ecosystems. This research is crucial for understanding the impact of rising seawater temperatures on coral reefs.
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Affiliation(s)
- Cristiana Manullang
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan
| | - Nozomi Hanahara
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan
| | - Ariyo Imanuel Tarigan
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan
| | - Yuko Abe
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan
| | - Mao Furukawa
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan
| | - Masaya Morita
- Sesoko Marine Station, Tropical Biosphere Research Center, University of the Ryukyus, 3422 Sesoko, Motobu, Okinawa, 905-0227, Japan.
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5
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Li B, Dopman EB, Dong Y, Yang Z. Forecasting habitat suitability and niche shifts of two global maize pests: Ostrinia furnacalis and Ostrinia nubilalis (Lepidoptera: Crambidae). PEST MANAGEMENT SCIENCE 2024; 80:5286-5298. [PMID: 38924623 DOI: 10.1002/ps.8257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 06/01/2024] [Accepted: 06/04/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Ostrinia furnacalis (ACB) and Ostrinia nubilalis (ECB) are devastating pests of the agricultural crop maize worldwide. However, little is known about their potential distribution and niche shifts during their global invasion. Since long-term selection to past climate variability has shaped their historical niche breadth, such niche shifts may provide an alternative basis for understanding their responses to present and future climate change. By integrating the niche unfilling, stability, and expansion situations into a single framework, our study quantifies the patterns of niche shift in the spatial distribution of these two pests during the different periods. RESULTS Our results show that the overall suitable habitats of ACB and ECB in the future decrease but highly and extremely suitable habitat will become more widespread, suggesting these two insects may occur more frequently in specific regions. Compared with Southeast Asia and Australia, the ACB niche in China exhibited expansion rather than unfilling. For ECB, initial niches have a tendency to be retained in Eurasia despite there also being potential for expansion in North America. The niche equivalency and similarity test results further indicate that niche shifts were common for both ACB and ECB in different survival regions during their colonization of new habitat and their suitable habitat changes during the paleoclimate were associated with climatic changes. CONCLUSIONS These findings improve our understanding of the ecological characteristics of ACB and ECB worldwide, and will be useful in the development of prevention and control strategies for two insect pests worldwide. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Bing Li
- College of Plant Protection, Northwest A&F University, Yangling, China
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, Northwest A&F University, Yangling, China
| | - Erik B Dopman
- Department of Biology, Tufts University, Medford, MA, USA
| | - Yanling Dong
- College of Plant Protection, Northwest A&F University, Yangling, China
| | - Zhaofu Yang
- College of Plant Protection, Northwest A&F University, Yangling, China
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, Northwest A&F University, Yangling, China
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Zhang J, Schneller NM, Field MA, Chan CX, Miller DJ, Strugnell JM, Riginos C, Bay L, Cooke I. Chromosomal inversions harbour excess mutational load in the coral, Acropora kenti, on the Great Barrier Reef. Mol Ecol 2024; 33:e17468. [PMID: 39046252 DOI: 10.1111/mec.17468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 06/28/2024] [Accepted: 07/03/2024] [Indexed: 07/25/2024]
Abstract
The future survival of coral reefs in the Anthropocene depends on the capacity of corals to adapt as oceans warm and extreme weather events become more frequent. Targeted interventions designed to assist evolutionary processes in corals require a comprehensive understanding of the distribution and structure of standing variation, however, efforts to map genomic variation in corals have so far focussed almost exclusively on SNPs, overlooking structural variants that have been shown to drive adaptive processes in other taxa. Here, we show that the reef-building coral, Acropora kenti, harbours at least five large, highly polymorphic structural variants, all of which exhibit signatures of strongly suppressed recombination in heterokaryotypes, a feature commonly associated with chromosomal inversions. Based on their high minor allele frequency, uniform distribution across habitats and elevated genetic load, we propose that these inversions in A. kenti are likely to be under balancing selection. An excess of SNPs with high impact on protein-coding genes within these loci elevates their importance both as potential targets for adaptive selection and as contributors to genetic decline if coral populations become fragmented or inbred in future.
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Affiliation(s)
- Jia Zhang
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Nadja M Schneller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Matt A Field
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Immunogenomics Lab, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Cheong Xin Chan
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Queensland, Australia
| | - David J Miller
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
| | - Jan M Strugnell
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, Queensland, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Cynthia Riginos
- School of the Environment, The University of Queensland, Brisbane, Queensland, Australia
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Line Bay
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Ira Cooke
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland, Australia
- Centre for Tropical Bioinformatics and Molecular Biology, James Cook University, Townsville, Queensland, Australia
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7
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Shikina S, Yoshioka Y, Chiu YL, Uchida T, Chen E, Cheng YC, Lin TC, Chu YL, Kanda M, Kawamitsu M, Fujie M, Takeuchi T, Zayasu Y, Satoh N, Shinzato C. Genome and tissue-specific transcriptomes of the large-polyp coral, Fimbriaphyllia (Euphyllia) ancora: a recipe for a coral polyp. Commun Biol 2024; 7:899. [PMID: 39048698 PMCID: PMC11269664 DOI: 10.1038/s42003-024-06544-4] [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] [Received: 12/21/2023] [Accepted: 07/03/2024] [Indexed: 07/27/2024] Open
Abstract
Coral polyps are composed of four tissues; however, their characteristics are largely unexplored. Here we report biological characteristics of tentacles (Te), mesenterial filaments (Me), body wall (Bo), and mouth with pharynx (MP), using comparative genomic, morpho-histological, and transcriptomic analyses of the large-polyp coral, Fimbriaphyllia ancora. A draft F. ancora genome assembly of 434 Mbp was created. Morpho-histological and transcriptomic characterization of the four tissues showed that they have distinct differences in structure, primary cellular composition, and transcriptional profiles. Tissue-specific, highly expressed genes (HEGs) of Te are related to biological defense, predation, and coral-algal symbiosis. Me expresses multiple digestive enzymes, whereas Bo expresses innate immunity and biomineralization-related molecules. Many receptors for neuropeptides and neurotransmitters are expressed in MP. This dataset and new insights into tissue functions will facilitate a deeper understanding of symbiotic biology, immunology, biomineralization, digestive biology, and neurobiology in corals.
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Affiliation(s)
- Shinya Shikina
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan.
- Center of Excellence for the Oceans, National Taiwan Ocean University, Keelung, Taiwan.
| | - Yuki Yoshioka
- Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Yi-Ling Chiu
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan
| | - Taiga Uchida
- Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan
| | - Emma Chen
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan
| | - Yin-Chu Cheng
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan
| | - Tzu-Chieh Lin
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan
| | - Yu-Ling Chu
- Institute of Marine Environment and Ecology, National Taiwan Ocean University, Keelung, Taiwan
| | - Miyuki Kanda
- DNA Sequencing Center Section, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Mayumi Kawamitsu
- DNA Sequencing Center Section, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Manabu Fujie
- DNA Sequencing Center Section, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Takeshi Takeuchi
- Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Yuna Zayasu
- Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Noriyuki Satoh
- Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa, 904-0495, Japan
| | - Chuya Shinzato
- Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan.
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8
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Kemppainen P, Schembri R, Momigliano P. Boundary Effects Cause False Signals of Range Expansions in Population Genomic Data. Mol Biol Evol 2024; 41:msae091. [PMID: 38743590 PMCID: PMC11135943 DOI: 10.1093/molbev/msae091] [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] [Received: 12/06/2023] [Revised: 04/25/2024] [Accepted: 05/01/2024] [Indexed: 05/16/2024] Open
Abstract
Studying range expansions is central for understanding genetic variation through space and time as well as for identifying refugia and biological invasions. Range expansions are characterized by serial founder events causing clines of decreasing genetic diversity away from the center of origin and asymmetries in the two-dimensional allele frequency spectra. These asymmetries, summarized by the directionality index (ψ), are sensitive to range expansions and persist for longer than clines in genetic diversity. In continuous and finite meta-populations, genetic drift tends to be stronger at the edges of the species distribution in equilibrium populations and populations undergoing range expansions alike. Such boundary effects are expected to affect geographic patterns in genetic diversity and ψ. Here we demonstrate that boundary effects cause high false positive rates in equilibrium meta-populations when testing for range expansions. In the simulations, the absolute value of ψ (|ψ|) in equilibrium data sets was proportional to the fixation index (FST). By fitting signatures of range expansions as a function of ɛ |ψ|/FST and geographic clines in ψ, strong evidence for range expansions could be detected in data from a recent rapid invasion of the cane toad, Rhinella marina, in Australia, but not in 28 previously published empirical data sets from Australian scincid lizards that were significant for the standard range expansion tests. Thus, while clinal variation in ψ is still the most sensitive statistic to range expansions, to detect true signatures of range expansions in natural populations, its magnitude needs to be considered in relation to the overall levels of genetic structuring in the data.
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Affiliation(s)
- Petri Kemppainen
- School of Biological Sciences and Swire Institute of Marine Science, Faculty of Science, The University of Hong Kong, Hong Kong, SAR, People's Republic of China
| | - Rhiannon Schembri
- School of Natural Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, Australia
- Division of Ecology and Evolution, Research School of Biology, Australian National University, Canberra, Australia
| | - Paolo Momigliano
- School of Biological Sciences and Swire Institute of Marine Science, Faculty of Science, The University of Hong Kong, Hong Kong, SAR, People's Republic of China
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9
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Poquita-Du RC, Huang D, Todd PA. Genome-wide analysis to uncover how Pocillopora acuta survives the challenging intertidal environment. Sci Rep 2024; 14:8538. [PMID: 38609456 PMCID: PMC11015029 DOI: 10.1038/s41598-024-59268-0] [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] [Received: 12/15/2023] [Accepted: 04/09/2024] [Indexed: 04/14/2024] Open
Abstract
Characterisation of genomic variation among corals can help uncover variants underlying trait differences and contribute towards genotype prioritisation in coastal restoration projects. For example, there is growing interest in identifying resilient genotypes for transplantation, and to better understand the genetic processes that allow some individuals to survive in specific conditions better than others. The coral species Pocillopora acuta is known to survive in a wide range of habitats, from reefs artificial coastal defences, suggesting its potential use as a starter species for ecological engineering efforts involving coral transplantation onto intertidal seawalls. However, the intertidal section of coastal armour is a challenging environment for corals, with conditions during periods of emersion being particularly stressful. Here, we scanned the entire genome of P. acuta corals to identify the regions harbouring single nucleotide polymorphisms (SNPs) and copy number variations (CNVs) that separate intertidal colonies (n = 18) from those found in subtidal areas (n = 21). Findings revealed 74,391 high quality SNPs distributed across 386 regions of the P. acuta genome. While the majority of the detected SNPs were in non-coding regions, 12% were identified in exons (i.e. coding regions). Functional SNPs that were significantly associated with intertidal colonies were found in overrepresented genomic regions linked to cellular homeostasis, metabolism, and signalling processes, which may represent local environmental adaptation in the intertidal. Interestingly, regions that exhibited CNVs were also associated with metabolic and signalling processes, suggesting P. acuta corals living in the intertidal have a high capacity to perform biological functions critical for survival in extreme environments.
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Affiliation(s)
- Rosa Celia Poquita-Du
- Experimental Marine Ecology Laboratory, S3 Level 2, Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore.
| | - Danwei Huang
- Lee Kong Chian Natural History Museum and Tropical Marine Science Institute, National University of Singapore, 2 Conservatory Drive, Singapore, 117377, Singapore
| | - Peter A Todd
- Experimental Marine Ecology Laboratory, S3 Level 2, Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore
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Thomas L, Şahin D, Adam AS, Grimaldi CM, Ryan NM, Duffy SL, Underwood JN, Kennington WJ, Gilmour JP. Resilience to periodic disturbances and the long-term genetic stability in Acropora coral. Commun Biol 2024; 7:410. [PMID: 38575730 PMCID: PMC10995172 DOI: 10.1038/s42003-024-06100-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 03/22/2024] [Indexed: 04/06/2024] Open
Abstract
Climate change is restructuring natural ecosystems. The direct impacts of these events on biodiversity and community structure are widely documented, but the impacts on the genetic variation of populations remains largely unknown. We monitored populations of Acropora coral on a remote coral reef system in northwest Australia for two decades and through multiple cycles of impact and recovery. We combined these demographic data with a temporal genetic dataset of a common broadcast spawning corymbose Acropora to explore the spatial and temporal patterns of connectivity underlying recovery. Our data show that broad-scale dispersal and post-recruitment survival drive recovery from recurrent disturbances, including mass bleaching and mortality. Consequently, genetic diversity and associated patterns of connectivity are maintained through time in the broader metapopulation. The results highlight an inherent resilience in these globally threatened species of coral and showcase their ability to cope with multiple disturbances, given enough time to recover is permitted.
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Affiliation(s)
- L Thomas
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia.
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia.
| | - D Şahin
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia
| | - A S Adam
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
| | - C M Grimaldi
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia
| | - N M Ryan
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
| | - S L Duffy
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia
| | - J N Underwood
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
| | - W J Kennington
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia
- Centre for Evolutionary Biology, School of Animal Biology, The University of Western Australia, Perth, Australia
| | - J P Gilmour
- Australian Institute of Marine Science, Indian Ocean Marine Research Centre, Crawley, Australia
- UWA Oceans Institute, The University of Western Australia, Crawley, Australia
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11
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Selmoni O, Bay LK, Exposito-Alonso M, Cleves PA. Finding genes and pathways that underlie coral adaptation. Trends Genet 2024; 40:213-227. [PMID: 38320882 DOI: 10.1016/j.tig.2024.01.003] [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] [Received: 10/09/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 02/08/2024]
Abstract
Mass coral bleaching is one of the clearest threats of climate change to the persistence of marine biodiversity. Despite the negative impacts of bleaching on coral health and survival, some corals may be able to rapidly adapt to warming ocean temperatures. Thus, a significant focus in coral research is identifying the genes and pathways underlying coral heat adaptation. Here, we review state-of-the-art methods that may enable the discovery of heat-adaptive loci in corals and identify four main knowledge gaps. To fill these gaps, we describe an experimental approach combining seascape genomics with CRISPR/Cas9 gene editing to discover and validate heat-adaptive loci. Finally, we discuss how information on adaptive genotypes could be used in coral reef conservation and management strategies.
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Affiliation(s)
- Oliver Selmoni
- Department of Embryology, Carnegie Institution for Science, Baltimore, MD 21218, USA; Department of Plant Biology, Carnegie Institution for Science, Stanford, CA 94305, USA.
| | - Line K Bay
- Reef Recovery, Adaptation, and Restoration, Australian Institute of Marine Science; Townsville, QLD 4810, Australia
| | - Moises Exposito-Alonso
- Department of Plant Biology, Carnegie Institution for Science, Stanford, CA 94305, USA; Department of Biology, Stanford University, Stanford, CA 94305, USA; Department of Global Ecology, Carnegie Institution for Science, Stanford, CA 94305, USA.
| | - Phillip A Cleves
- Department of Embryology, Carnegie Institution for Science, Baltimore, MD 21218, USA; Department of Biology, Johns Hopkins University, Baltimore, MD 21218, USA.
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12
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Meziere Z, Popovic I, Prata K, Ryan I, Pandolfi J, Riginos C. Exploring coral speciation: Multiple sympatric Stylophora pistillata taxa along a divergence continuum on the Great Barrier Reef. Evol Appl 2024; 17:e13644. [PMID: 38283599 PMCID: PMC10818133 DOI: 10.1111/eva.13644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 01/30/2024] Open
Abstract
Understanding how biodiversity originates and is maintained are fundamental challenge in evolutionary biology. Speciation is a continuous process and progression along this continuum depends on the interplay between evolutionary forces driving divergence and forces promoting genetic homogenisation. Coral reefs are broadly connected yet highly heterogeneous ecosystems, and divergence with gene flow at small spatial scales might therefore be common. Genomic studies are increasingly revealing the existence of closely related and sympatric taxa within taxonomic coral species, but the extent to which these taxa might still be exchanging genes and sharing environmental niches is unclear. In this study, we sampled extensively across diverse habitats at multiple reefs of the Great Barrier Reef (GBR) and comprehensively examined genome-wide diversity and divergence histories within and among taxa of the Stylophora pistillata species complex. S. pistillata is one of the most abundant and well-studied coral species, yet we discovered five distinct taxa, with wide geographic ranges and extensive sympatry. Demographic modelling showed that speciation events have occurred with gene flow and that taxa are at different stages along a divergence continuum. We found significant correlations between genetic divergence and specific environmental variables, suggesting that niche partitioning may have played a role in speciation and that S. pistillata taxa might be differentially adapted to different environments. Conservation actions rely on estimates of species richness, population sizes and species ranges, which are biased if divergent taxa are lumped together. As coral reefs are rapidly degrading due to climate change, our study highlights the importance of recognising evolutionarily distinct and differentially adapted coral taxa to improve conservation and restoration efforts aiming at protecting coral genetic diversity.
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Affiliation(s)
- Zoe Meziere
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Iva Popovic
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Katharine Prata
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Isobel Ryan
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - John Pandolfi
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
| | - Cynthia Riginos
- School of the EnvironmentThe University of QueenslandSt. LuciaQueenslandAustralia
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