microorganisms Article Metagenomic Sequencing Identifies Highly Diverse Assemblages of Dinoflagellate Cysts in Sediments from Ships’ Ballast Tanks Lixia Shang 1,2,3, Zhangxi Hu 1,2,3 , Yunyan Deng 1,2,3, Yuyang Liu 1,4 , Xinyu Zhai 1,4, Zhaoyang Chai 1,2,3, Xiaohan Liu 1,4, Zifeng Zhan 5, Fred C. Dobbs 6 and Ying Zhong Tang 1,2,3,* 1 CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China 2 Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China 3 Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China 4 University of Chinese Academy of Sciences, Beijing 100049, China 5 Department of Marine Organism Taxonomy and Phylogeny, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China 6 Department of Ocean, Earth and Atmospheric Sciences, Old Dominion University, Norfolk, VA 23529, USA * Correspondence:
[email protected]; Tel.: +86-532-8289-6098 Received: 25 June 2019; Accepted: 6 August 2019; Published: 9 August 2019 Abstract: Ships’ ballast tanks have long been known as vectors for the introduction of organisms. We applied next-generation sequencing to detect dinoflagellates (mainly as cysts) in 32 ballast tank sediments collected during 2001–2003 from ships entering the Great Lakes or Chesapeake Bay and subsequently archived. Seventy-three dinoflagellates were fully identified to species level by this metagenomic approach and single-cell polymerase chain reaction (PCR)-based sequencing, including 19 toxic species, 36 harmful algal bloom (HAB) forming species, 22 previously unreported as producing cysts, and 55 reported from ballast tank sediments for the first time (including 13 freshwater species), plus 545 operational taxonomic units (OTUs) not fully identified due to a lack of reference sequences, indicating tank sediments are repositories of many previously undocumented taxa.