Spatio-temporal patterns of Synechococcus oligotypes in Moroccan lagoonal environments

被引:2
|
作者
Chaouni, Bouchra [1 ,2 ,3 ]
Idrissi Azami, Abdellah [4 ,5 ]
Raoui, Sanae [6 ]
Amzazi, Saaid [6 ]
Nejjari, Chakib [4 ]
Bakkali, Fadil [3 ,4 ,5 ]
Zaid, El Houssine [1 ]
Hamamouch, Noureddine [1 ]
Amaral-Zettler, Linda [2 ,7 ]
Ghazal, Hassan [4 ,5 ,8 ]
机构
[1] Mohammed V Univ Rabat, Fac Sci, Lab Plant & Microbial Biotechnol, Biodivers & Environm, Rabat 10000, Morocco
[2] Josephine Bay Paul Ctr Comparat Mol Biol & Evolut, Marine Biol Lab, Woods Hole, MA 02543 USA
[3] Mohammed VI Ctr Res & Innovat, Lab Clin Toxicol, Toxicogen & Ecotoxicol, Rabat, Morocco
[4] Mohammed VI Univ Hlth Sci, Sch Med, Casablanca, Morocco
[5] Mohammed VI Ctr Res & Innovat, Lab Genom, Bioinformat & Digital Hlth, Rabat, Morocco
[6] Mohammed V Univ Rabat, Fac Sci, Lab Human Pathol Biol, Rabat 10000, Morocco
[7] NIOZ Royal Netherlands Inst Sea Res, Dept Marine Microbiol & Biogeochem, POB 59, NL-1790 Den Burg, Netherlands
[8] Natl Ctr Sci & Tech Res CNRST, BP 8027 N, Angle Ave FAR Allal Fassi, Hay Ryad, Rabat 10102, Morocco
关键词
PHYLOGENETIC DIVERSITY; MICROBIAL DIVERSITY; CHESAPEAKE BAY; PROCHLOROCOCCUS; LINEAGES; SEA; TEMPERATURE; RESOLUTION;
D O I
10.1038/s41598-022-27263-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Synechococcus are unicellular cyanobacteria susceptible to environmental fluctuations and can be used as bioindicators of eutrophication in marine ecosystems. We examined their distribution in two Moroccan lagoons, Marchica on the Mediterranean coast and Oualidia on the Atlantic, in the summers of 2014 and 2015 using 16S rRNA amplicon oligotyping. Synechococcus representatives recruited a higher number of reads from the 16S rRNA in Marchica in comparison to Oualidia. We identified 31 Synechococcus oligotypes that clustered into 10 clades with different distribution patterns. The Synechococcus community was mainly represented by oligotype 1 (clade III) in Marchica. Cooccurring clades IV and I had an important relative abundance in Marchica in the summer of 2014, which is unusual, as these clades are widespread in cold waters. Moreover, Clades VII and subcluster "5.3 " formed a sizeable percentage of the Synechococcus community in Marchica. Notably, we found low Synechococcus sequence counts in the Atlantic Lagoon. These results showed that the relative abundance of Synechococcus reads is not constant over space and time and that rare members of the Synechococcus community did not follow a consistent pattern. Further studies are required to decipher Synechococcus dynamics and the impact of environmental parameters on their spatial and temporal distributions.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Searching for significance in spatio-temporal firing patterns
    Gerstein, GL
    ACTA NEUROBIOLOGIAE EXPERIMENTALIS, 2004, 64 (02) : 203 - 207
  • [22] Spatio-temporal patterns in the woodiness of flowering plants
    Luo, Ao
    Xu, Xiaoting
    Liu, Yunpeng
    Li, Yaoqi
    Su, Xiangyan
    Li, Yichao
    Lyu, Tong
    Dimitrov, Dimitar
    Larjavaara, Markku
    Peng, Shijia
    Chen, Yongsheng
    Wang, Qinggang
    Zimmermann, Niklaus E.
    Pellissier, Loic
    Schmid, Bernhard
    Wang, Zhiheng
    GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2023, 32 (03): : 384 - 396
  • [23] Mining frequent spatio-temporal sequential patterns
    Cao, HP
    Mamoulis, N
    Cheung, DW
    FIFTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2005, : 82 - 89
  • [24] Spatio-temporal patterns in inclined layer convection
    Subramanian, Priya
    Brausch, Oliver
    Daniels, Karen E.
    Bodenschatz, Eberhard
    Schneider, Tobias M.
    Pesch, Werner
    JOURNAL OF FLUID MECHANICS, 2016, 794 : 719 - 745
  • [25] Network Analysis Using Spatio-Temporal Patterns
    Miranda, Gisele H. B.
    Machicao, Jeaneth
    Bruno, Odemir M.
    5TH INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELING IN PHYSICAL SCIENCES (IC-MSQUARE 2016), 2016, 738
  • [26] SPATIO-TEMPORAL PATTERNS OF KNOWLEDGE TRANSFER IN THE BORDERLAND
    Mikhaylov, A. S.
    Wendt, J. A.
    Peker, I. Yu
    Mikhaylova, A. A.
    BALTIC REGION, 2020, 12 (01) : 132 - 155
  • [27] Sequential Patterns for Spatio-Temporal Traffic Prediction
    Almuhisen, Feda
    Durand, Nicolas
    Brenner, Leonardo
    Quafafou, Mohamed
    2021 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT 2021), 2021, : 595 - 602
  • [28] Uncovering spatio-temporal patterns in environmental data
    Wachowicz, M
    WATER RESOURCES MANAGEMENT, 2002, 16 (06) : 469 - 487
  • [29] Visual processing and representation of spatio-temporal patterns
    Eisenkolb, A
    Schill, K
    Röhrbein, F
    Baier, V
    Musto, A
    Brauer, W
    SPATIAL COGNITION II: INTEGRATING ABSTRACT THEORIES, EMPIRICAL STUDIES, FORMAL METHODS, AND PRACTICAL APPLICATIONS, 2000, 1849 : 145 - 156
  • [30] Characterization of the spatio-temporal patterns in the osmosedimentation process
    Neto, CR
    Fortuna, AO
    Rosa, RR
    Ramos, FM
    Zanandrea, A
    Tenan, MA
    PHYSICA A, 2000, 283 (1-2): : 146 - 150