in

Case-control design identifies ecological drivers of endemic coral diseases

  • 1.

    Hudson, P. & Greenman, J. Competition mediated by parasites: biological and theoretical progress. Trends Ecol. Evol. 13, 387–390 (1998).

  • 2.

    Kohler, S. L. & Hoiland, W. K. Population regulation in an aquatic insect: the role of disease. Ecology 82, 2294–2305 (2001).

    • Article
    • Google Scholar
  • 3.

    Lafferty, K. D. & Morris, A. K. Altered behavior of parasitized killifish increases susceptibility to predation by bird final hosts. Ecology 77, 1390–1397 (1996).

    • Article
    • Google Scholar
  • 4.

    Holdo, R. M. et al. A disease-mediated trophic cascade in the Serengeti and its implications for ecosystem C. Plos Biol. 7, e1000210 (2009).

  • 5.

    Brunner, F. S., Anaya-Rojas, J. M., Matthews, B. & Eizaguirre, C. Experimental evidence that parasites drive eco-evolutionary feedbacks. Proc. Natl. Acad. Sci. USA 114, 3678–3683 (2017).

  • 6.

    Behringer, D. C., Butler, M. J. & Shields, J. D. Avoidance of disease by social lobsters. Nature 441, 421–421 (2006).

  • 7.

    Woodworth, B. L. et al. Host population persistence in the face of introduced vector-borne diseases: Hawaii amakihi and avian malaria. Proc. Natl. Acad. Sci. USA 102, 1531–6 (2005).

  • 8.

    Aeby, G. S. Behavioral and ecological relationships of a parasite and its hosts within a coral reef system. Pacific Sci. 45, 263–269 (1991).

    • Google Scholar
  • 9.

    King, G. & Zeng, L. Logistic Regression in Rare Events Data. Polit. Anal. 9, 137–163 (2001).

    • Article
    • Google Scholar
  • 10.

    Lewallen, S. & Courtright, P. Epidemiology in practice: case-control studies. Community eye Heal. 11, 57–8 (1998).

    • CAS
    • Google Scholar
  • 11.

    Sutherland, K. P., Porter, J. W. & Torres, C. Disease and immunity in Caribbean and Indo-Pacific zooxanthellate corals. Mar. Ecol. Prog. Ser. 266, 273–302 (2004).

  • 12.

    Stimson, J. Ecological characterization of coral growth anomalies on Porites compressa in Hawai’i. Coral Reefs 30, 133–142 (2010).

  • 13.

    Ruiz-Moreno, D. et al. Global coral disease prevalence associated with sea temperature anomalies and local factors. Dis. Aquat. Organ. 100, 249–261 (2012).

  • 14.

    Palmer, C. V. & Baird, A. H. Coral tumor-like growth anomalies induce an immune response and reduce fecundity. Dis. Aquat. Organ. 130, 77–81 (2018).

  • 15.

    Couch, C. S. et al. Spatial and temporal patterns of coral health and disease along leeward Hawai’i Island. Coral Reefs 33, 693–704 (2014).

  • 16.

    Kaczmarsky, L. & Richardson, L. L. Do elevated nutrients and organic carbon on Philippine reefs increase the prevalence of coral disease? Coral Reefs 30, 253–257 (2011).

  • 17.

    Aeby, G. S. et al. Growth anomalies on the coral genera Acropora and Porites are strongly associated with host density and human population size across the Indo-Pacific. Plos One 6, e16887 (2011).

  • 18.

    Williams, G. J., Aeby, G. S., Cowie, R. O. M. & Davy, S. K. Predictive modeling of coral disease distribution within a reef system. PLoS One 5, e9264 (2010).

  • 19.

    Aeby, G. S. et al. Emerging coral diseases in Kaneohe Bay, Oahu, Hawaii (USA): two major disease outbreaks of acute Montipora white syndrome. Dis. Aquat. Organ. 119, 189–198 (2016).

  • 20.

    Brodnicke, O. B. et al. Unravelling the links between heat stress, bleaching and disease: fate of tabular corals following a combined disease and bleaching event. Coral Reefs 38, (2019).

  • 21.

    Hobbs, J.-P. A., Frisch, A. J., Newman, S. J. & Wakefield, C. B. Selective Impact of Disease on Coral Communities: Outbreak of White Syndrome Causes Significant Total Mortality of Acropora Plate Corals. PLoS One 10, e0132528 (2015).

  • 22.

    Precht, W. F., Gintert, B. E., Robbart, M. L., Fura, R. & van Woesik, R. Unprecedented Disease-Related Coral Mortality in Southeastern Florida. Sci. Rep. 6, 31374 (2016).

  • 23.

    Walton, C. J., Hayes, N. K. & Gilliam, D. S. Impacts of a Regional, Multi-Year, Multi-Species Coral Disease Outbreak in Southeast Florida. Front. Mar. Sci. 5, (2018).

  • 24.

    Sussman, M., Willis, B. L., Victor, S. & Bourne, D. G. Coral pathogens identified for White Syndrome (WS) epizootics in the Indo-Pacific. PLoS One 3, e2393 (2008).

  • 25.

    Ben-Haim, Y. et al. Vibrio coralliilyticus sp. nov., a temperature-dependent pathogen of the coral Pocillopora damicornis. Int. J. Syst. Evol. Microbiol. 53, 309–315 (2003).

  • 26.

    Ushijima, B. et al. Vibrio coralliilyticus Strain OCN008 is an etiological agent of acute Montipora White Syndrome. Appl. Environ. Microbiol. 80, (2014).

  • 27.

    Ushijima, B. et al. Mutation of the toxR or mshA genes from Vibrio coralliilyticus strain OCN014 reduces infection of the coral Acropora cytherea. Environ. Microbiol. 18, 4055–4067 (2016).

  • 28.

    Bruno, J. F. et al. Thermal stress and coral cover as drivers of coral disease outbreaks. PLoS Biol. 5, e124 (2007).

  • 29.

    Caldwell, J. M., Heron, S. F., Eakin, C. M. & Donahue, M. J. Satellite SST-Based Coral Disease Outbreak Predictions for the Hawaiian Archipelago. Remote Sens. 8, 93 (2016).

  • 30.

    Heron, S. F. et al. Summer hot snaps and winter conditions: modelling white syndrome outbreaks on Great Barrier Reef corals. PLoS One 5, e12210 (2010).

  • 31.

    Maynard, J. A. et al. Predicting outbreaks of a climate-driven coral disease in the Great Barrier Reef. Coral Reefs 30, 485–495 (2011).

  • 32.

    Randall, C. J., Jordan-Garza, A. G., Muller, E. M. & Van Woesik, R. Relationships between the history of thermal stress and the relative risk of diseases of Caribbean corals. Ecology 95, 1981–1994 (2014).

  • 33.

    Caldwell, J. M., Donahue, M. J. & Harvell, C. D. Host size and proximity to diseased neighbours drive the spread of a coral disease outbreak in Hawai’i. Proc. R. Soc. B 285, (2018).

  • 34.

    Jolles, A. E., Sullivan, P., Alker, A. P. & Harvell, C. D. Disease Transmission of Aspergillosis in Sea Fans: Inferring Process from Spatial Pattern. Ecology 83, 2373–2378 (2002).

    • Article
    • Google Scholar
  • 35.

    Bythell, J. C., Brown, B. E. & Kirkwood, T. B. L. Do reef corals age? Biol. Rev. 93, 1192–1202 (2018).

  • 36.

    Bak, R. & Meesters, E. Coral population structure:the hidden information of colony size-frequency distributions. Mar. Ecol. Prog. Ser. 162, 301–306 (1998).

  • 37.

    Meesters, E. H. et al. Colony size-frequency distributions of scleractinian coral populations: spatial and interspecific variation. Marine Ecology Progress Series 209, 43–54 (2001).

  • 38.

    Jordán-Dahlgren, E., Jordán-Garza, A. G. & Rodríguez-Martínez, R. E. Coral disease prevalence estimation and sampling design. PeerJ 6, e6006 (2018).

  • 39.

    Nugues, M. M., Smith, G. W., Hooidonk, R. J., Seabra, M. I. & Bak, R. P. M. Algal contact as a trigger for coral disease. Ecol. Lett. 7, 919–923 (2004).

    • Article
    • Google Scholar
  • 40.

    Kaczmarsky, L. & Richardson, L. L. Transmission of growth anomalies between Indo-Pacific Porites corals. J. Invertebr. Pathol. 94, 218–221 (2007).

  • 41.

    Yoshioka, R. M., Kim, C. J. S. S., Tracy, A. M., Most, R. & Harvell, C. D. Linking sewage pollution and water quality to spatial patterns of Porites lobata growth anomalies in Puako, Hawaii. Mar. Pollut. Bull. 104, 313–321 (2016).

  • 42.

    Randall, C. J. & Van Woesik, R. Contemporary white-band disease in Caribbean corals driven by climate change. Nat. Clim. Chang. 5, 375–379 (2015).

  • 43.

    Jones, R., Bowyer, J., Hoegh-Guldberg, O. & Blackall, L. L. Dynamics of a temperature-related coral disease outbreak. Mar. Ecol. Prog. Ser. 281, 63–77 (2004).

  • 44.

    Lesser, M. P., Weis, V. M., Patterson, M. R. & Jokiel, P. L. Effects of morphology and water motion on carbon delivery and productivity in the reef coral, Pocillopora damicornis (Linnaeus): Diffusion barriers, inorganic carbon limitation, and biochemical plasticity. J. Exp. Mar. Bio. Ecol. 178, 153–179 (1994).

  • 45.

    Work, T. M., Russell, R. & Aeby, G. S. S. Tissue loss (white syndrome) in the coral Montipora capitata is a dynamic disease with multiple host responses and potential causes. Proc. R. Soc. B. Biol. Sci. 279, 4334–4341 (2012).

    • Article
    • Google Scholar
  • 46.

    Beurmann, S. et al. Pseudoalteromonas piratica strain OCN003 is a coral pathogen that causes a switch from chronic to acute Montipora white syndrome in Montipora capitata. PLoS One 12, e0188319 (2017).

  • 47.

    Breslow, N. E. Statistics in Epidemiology: The Case-Control Study. J. Am. Stat. Assoc. 91, 14–28 (1996).

  • 48.

    Venette, R. C., Moon, R. D. & Hutchison, W. D. Strategies and Statistics of Sampling for Rare Individuals. Annu. Rev. Entomol. 47, 143–174 (2002).

  • 49.

    Balmaseda, A. et al. Index Cluster Study of Dengue Virus Infection in Nicaragua. Am. J. Trop. Med. Hyg. 83, 683–689 (2010).

  • 50.

    Burnham, K., Anderson, D. & Laake, J. Estimation of Density from Line Transect Sampling of Biological Populations. Wildl. Monogr. 72, 3–202 (1980).

    • Google Scholar
  • 51.

    Caldwell, J. M. et al. Hawaiʻi Coral Disease database (HICORDIS): species-specific coral health data from across the Hawaiian archipelago. Data in Brief 8, 1054–1058 (2016).

  • 52.

    Taylor, B. M. et al. Synchronous biological feedbacks in parrotfishes associated with pantropical coral bleaching. Glob. Chang. Biol. gcb.14909. https://doi.org/10.1111/gcb.14909 (2019).

  • 53.

    Graham, N. A. J., Jennings, S., MacNeil, M. A., Mouillot, D. & Wilson, S. K. Predicting climate-driven regime shifts versus rebound potential in coral reefs. Nature 518, 94–97 (2015).

  • 54.

    Stockwell, B., Jadloc, C., Abesamis, R., Alcala, A. & Russ, G. Trophic and benthic responses to no-take marine reserve protection in the Philippines. Mar. Ecol. Prog. Ser. 389, 1–15 (2009).

  • 55.

    Douglas, B., Mächler, M., Bolker, B. & Walker, S. Fitting Linear Mixed-Effects Models Using lme4 | Bates | Journal of Statistical Software. J. Stat. Softw. 67, (2015).

  • 56.

    Team, R. C. R: A Language and Environment for Statistical Computing. R Found. Stat. Comput. (2018).

  • 57.

    Hobbs, J. & Frisch, A. Coral disease in the Indian Ocean: taxonomic susceptibility, spatial distribution and the role of host density on the prevalence of white syndrome. Dis. Aquat. Organ. 89, 1–8 (2010).

  • 58.

    McClanahan, T. R., Weil, E. & Maina, J. Strong relationship between coral bleaching and growth anomalies in massive Porites. Glob. Chang. Biol 15, 1804–1816 (2009).

  • 59.

    Aeby, G. S. et al. Patterns of Coral Disease across the Hawaiian Archipelago: Relating Disease to Environment. PLoS One 6, e20370 (2011).

  • 60.

    Lamb, J. B. et al. Plastic waste associated with disease on coral reefs. Science 359, 460–462 (2018).

  • 61.

    Raymundo, L. J., Halford, A. R., Maypa, A. P., Kerr, A. M. & Karl, D. M. Functionally diverse reef-fish communities ameliorate coral disease.

  • 62.

    Garren, M., Smriga, S. & Azam, F. Gradients of coastal fish farm effluents and their effect on coral reef microbes. Environ. Microbiol 10, 2299–2312 (2008).

  • 63.

    Lamb, J. B., Williamson, D. H., Russ, G. R. & Willis, B. L. Protected areas mitigate diseases of reef-building corals by reducing damage from fishing. Ecology 96, 150422141041004 (2015).

    • Article
    • Google Scholar
  • 64.

    Bruno, J. F. et al. Nutrient enrichment can increase the severity of coral diseases. Ecol. Lett. 6, 1056–1061 (2003).

    • Article
    • Google Scholar
  • 65.

    Sheridan, C., Baele, J. M., Kushmaro, A., Frejaville, Y. & Eeckhaut, I. Terrestrial runoff influences white syndrome prevalence in SW Madagascar. Mar. Environ. Res. 101, 44–51 (2014).

  • 66.

    Haapkylä, J., Seymour, A. S., Trebilco, J. & Smith, D. Coral disease prevalence and coral health in the Wakatobi Marine Park, south-east Sulawesi, Indonesia. J. Mar. Biol. Assoc. UK 87, 403 (2007).

    • Article
    • Google Scholar
  • 67.

    Heenan, A. et al. Ecological Monitoring 2012-2013 – reef fishes and benthic habitats of the main Hawaiian Islands, American Samoa, and Pacific Remote Island Areas, https://doi.org/10.13140/RG.2.1.4351.9122 (2014).

  • 68.

    Wedding, L. M. et al. Advancing the integration of spatial data to map human and natural drivers on coral reefs. PLoS One 13, e0189792 (2018).

  • 69.

    Frazier, A. G., Giambelluca, T. W., Diaz, H. F. & Needham, H. L. Comparison of geostatistical approaches to spatially interpolate monthyear rainfall for the Hawaiian Islands. Int. J. Climatol. 36, 1459–1470 (2016).

    • Article
    • Google Scholar
  • 70.

    Lecky, J. H. Ecosystem Vulnerability and Mapping Cumulative Impacts on Hawaiian Reefs, https://doi.org/10.13140/RG.2.2.33194.52162 (University of Hawaii at Manoa, 2016).

  • 71.

    Gelman, A. & Hill, J. Data analysis using regression and hierarchical/multilevel models. (Cambridge, 2007).


  • Source: Ecology - nature.com

    What is the future of lithium battery waste?

    Polysaccharide niche partitioning of distinct Polaribacter clades during North Sea spring algal blooms