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. 2023 May 2:11:e15023.
doi: 10.7717/peerj.15023. eCollection 2023.

Building consensus around the assessment and interpretation of Symbiodiniaceae diversity

Sarah W Davies  1 Matthew H Gamache  2 Lauren I Howe-Kerr  3 Nicola G Kriefall  1 Andrew C Baker  4 Anastazia T Banaszak  5 Line Kolind Bay  6 Anthony J Bellantuono  7 Debashish Bhattacharya  8 Cheong Xin Chan  9 Danielle C Claar  10 Mary Alice Coffroth  11 Ross Cunning  12 Simon K Davy  13 Javier Del Campo  14 Erika M Díaz-Almeyda  15 Jörg C Frommlet  16 Lauren E Fuess  17 Raúl A González-Pech  2   18 Tamar L Goulet  19 Kenneth D Hoadley  20 Emily J Howells  21 Benjamin C C Hume  22 Dustin W Kemp  23 Carly D Kenkel  24 Sheila A Kitchen  25 Todd C LaJeunesse  26 Senjie Lin  27 Shelby E McIlroy  28 Ryan McMinds  29 Matthew R Nitschke  6 Clinton A Oakley  13 Raquel S Peixoto  30 Carlos Prada  31 Hollie M Putnam  31 Kate Quigley  32 Hannah G Reich  31 James Davis Reimer  33 Mauricio Rodriguez-Lanetty  7 Stephanie M Rosales  34 Osama S Saad  35 Eugenia M Sampayo  36 Scott R Santos  37 Eiichi Shoguchi  38 Edward G Smith  39 Michael Stat  40 Timothy G Stephens  8 Marie E Strader  41 David J Suggett  30   42 Timothy D Swain  43 Cawa Tran  44 Nikki Traylor-Knowles  4 Christian R Voolstra  22 Mark E Warner  45 Virginia M Weis  46 Rachel M Wright  47 Tingting Xiang  39 Hiroshi Yamashita  48 Maren Ziegler  49 Adrienne M S Correa  3 John Everett Parkinson  2
Affiliations

Building consensus around the assessment and interpretation of Symbiodiniaceae diversity

Sarah W Davies et al. PeerJ. .

Abstract

Within microeukaryotes, genetic variation and functional variation sometimes accumulate more quickly than morphological differences. To understand the evolutionary history and ecology of such lineages, it is key to examine diversity at multiple levels of organization. In the dinoflagellate family Symbiodiniaceae, which can form endosymbioses with cnidarians (e.g., corals, octocorals, sea anemones, jellyfish), other marine invertebrates (e.g., sponges, molluscs, flatworms), and protists (e.g., foraminifera), molecular data have been used extensively over the past three decades to describe phenotypes and to make evolutionary and ecological inferences. Despite advances in Symbiodiniaceae genomics, a lack of consensus among researchers with respect to interpreting genetic data has slowed progress in the field and acted as a barrier to reconciling observations. Here, we identify key challenges regarding the assessment and interpretation of Symbiodiniaceae genetic diversity across three levels: species, populations, and communities. We summarize areas of agreement and highlight techniques and approaches that are broadly accepted. In areas where debate remains, we identify unresolved issues and discuss technologies and approaches that can help to fill knowledge gaps related to genetic and phenotypic diversity. We also discuss ways to stimulate progress, in particular by fostering a more inclusive and collaborative research community. We hope that this perspective will inspire and accelerate coral reef science by serving as a resource to those designing experiments, publishing research, and applying for funding related to Symbiodiniaceae and their symbiotic partnerships.

Keywords: Cnidarian; Collaborative; Community; Coral; Genetic diversity; ITS2; Population; Species; Symbiodiniaceae; Symbiosis.

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Conflict of interest statement

Anastazia T. Banaszak and James Davis Reimer are Academic Editors for PeerJ.

Figures

Figure 1
Figure 1. A representation of the various degrees of complexity in Symbiodiniaceae genetic diversity among different habitats (e.g., cultures, corals, and sediments).
Communities of Symbiodiniaceae within a given sample can encompass multiple strains, populations, species, and genera.
Figure 2
Figure 2. A simplified representation of Symbiodiniaceae speciation, species concepts (SC), and associated biological evidence.
In this example, one ancestral species splits and diverges to become two descendant lineages after barriers to gene flow are established. Through selection and drift, these lineages evolve different properties, which satisfy the criteria of different species concepts (represented by horizontal lines). Because these properties may arise at different times and in different orders, there is a “gray zone” where conflict among species concepts may result in controversy about whether one or two species exist. Modified from De Queiroz (2007) and Leliaert et al. (2014).
Figure 3
Figure 3. Recommendations for designing microsatellite-based Symbiodiniaceae population genetics experiments.
Sample collection, marker choice, and analytical pipeline should be considered from the outset.
Figure 4
Figure 4. An example of ITS2 rDNA copy number variation (CNV) between the genomes of two Symbiodiniaceae species from different genera (Breviolum minutum and Cladocopium goreaui).
Bar graphs demonstrate how original, uncorrected values (lighter bars) can lead to inaccurate perceptions regarding the proportional representation and numerical dominance of a species. In this case, raw C. goreaui ITS2 counts need to be divided by ~10 to correct for CNV (darker bars). Modified from Saad et al. (2020).
Figure 5
Figure 5. Considerations for efforts to measure Symbiodiniaceae phenotypes across three states (axenic monoclonal culture, xenic monoclonal culture, and in hospite).

References

    1. Abdelkrim J, Robertson B, Stanton JA, Gemmell N. Fast, cost-effective development of species-specific microsatellite markers by genomic sequencing. Biotechniques. 2009;46(3):185–192. doi: 10.2144/000113084. - DOI - PubMed
    1. Abrego D, Ulstrup KE, Willis BL, van Oppen MJH. Species-specific interactions between algal endosymbionts and coral hosts define their bleaching response to heat and light stress. Proceedings of the Royal Society B: Biological Sciences. 2008;275(1648):2273–2282. doi: 10.1098/rspb.2008.0180. - DOI - PMC - PubMed
    1. Adams LM, Cumbo VR, Takabayashi M. Exposure to sediment enhances primary acquisition of Symbiodinium by asymbiotic coral larvae. Marine Ecology Progress Series. 2009;377:149–156. doi: 10.3354/meps07834. - DOI
    1. Ahmadia GN, Cheng SH, Andradi-Brown DA, Baez SK, Barnes MD, Bennett NJ, Campbell SJ, Darling E, Estradivari, Gill DA, Gress E, Gurney GG, Horigue V, Jakub R, Kennedy EV, Mahajan SL, Mangubhai S, Matsuda SB, Muthiga NA, Navarro MO, Santodomingo N, Vallès H, Veverka L, Villagomez A, Wenger AS, Wosu A. Limited progress in improving gender and geographic representation in coral reef science. Frontiers in Marine Science. 2021;8:731037. doi: 10.3389/fmars.2021.731037. - DOI
    1. Aichelman HE, Barshis DJ. Adaptive divergence, neutral panmixia, and algal symbiont population structure in the temperate coral along the Mid-Atlantic United States. PeerJ. 2020;8:e10201. doi: 10.7717/peerj.10201. - DOI - PMC - PubMed

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