microorganisms
Article
Metagenomics Analysis Reveals an Extraordinary Inner
Bacterial Diversity in Anisakids (Nematoda: Anisakidae)
L3 Larvae
Susana C. Arcos
1
, Felipe Lira
2
, Lee Robertson
1,3
, María Rosa González
1
, Noelia Carballeda-Sangiao
4
,
Isabel Sánchez-Alonso
5
, Laura Zamorano
6
, Mercedes Careche
5
, Yolanda Jiménez-Ruíz
1
, Ricardo Ramos
7
,
Carlos Llorens
8
, Miguel González-Muñoz
4
, Antonio Oliver
6
, José L. Martínez
2
and Alfonso Navas
1,
*
Citation: Arcos, S.C.; Lira, F.;
Robertson, L.; González, M.R.;
Carballeda-Sangiao, N.;
Sánchez-Alonso, I.; Zamorano, L.;
Careche, M.; Jiménez-Ruíz, Y.; Ramos,
R.; et al. Metagenomics Analysis
Reveals an Extraordinary Inner
Bacterial Diversity in Anisakids
(Nematoda: Anisakidae) L3 Larvae.
Microorganisms 2021, 9, 1088.
https://doi.org/10.3390/
microorganisms9051088
Academic Editor: María
Teresa Gómez-Muñoz
Received: 29 March 2021
Accepted: 10 May 2021
Published: 19 May 2021
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1
Museo Nacional de Ciencias Naturales, Dpto Biodiversidad y Biología Evolutiva, CSIC, 28006 Madrid, Spain;
scobacho@mncn.csic.es (S.C.A.); robertson.lee@inia.es (L.R.); mrosaglopez@mncn.csic.es (M.R.G.);
yjr@mncn.csic.es (Y.J.-R.)
2
Centro Nacional de Biotecnología, Departamento de Biotecnología Microbiana, CSIC, 28049 Madrid, Spain;
felipelira3@gmail.com (F.L.); jlmtnez@cnb.csic.es (J.L.M.)
3
Departamento de Protección Vegetal, INIA, 28040 Madrid, Spain
4
Servicio de Immunología, Hospital Universitario La Paz, 28046 Madrid, Spain;
noeliacarba@hotmail.com (N.C.-S.); mgonzalez_munoz@hotmail.com (M.G.-M.)
5
Instituto de Ciencia y Tecnología de Alimentos y Nutrición, CSIC, 28040 Madrid, Spain;
isabel.sanchez@csic.es (I.S.-A.); mcareche@ictan.csic.es (M.C.)
6
Servicio de Microbiología y Unidad de Investigación, Hospital Son Espases, (IdISPa),
07120 Palma de Mallorca, Spain; laura.zamorano@ssib.es (L.Z.); aoliverp@yahoo.es (A.O.)
7
Unidad de Genómica, “Scientific Park of Madrid”, Campus de Cantoblanco, 28049 Madrid, Spain;
ricardo.ramos@fpcm.es
8
Biotechvana, “Scientific Park”, University of Valencia, 46980 Valencia, Spain; carlos.llorens@biotechvana.com
* Correspondence: anavas@mncn.csic.es
Abstract: L3 larvae of anisakid nematodes are an important problem for the fisheries industry
and pose a potential risk for human health by acting as infectious agents causing allergies and
as potential vectors of pathogens and microrganisms. In spite of the close bacteria–nematode
relationship very little is known of the anisakids microbiota. Fresh fish could be contaminated by
bacteria vectored in the cuticle or in the intestine of anisakids when the L3 larvae migrate through
the muscles. As a consequence, the bacterial inoculum will be spread, with potential effects on the
quality of the fish, and possible clinical effects cannot be discarded. A total of 2,689,113 16S rRNA
gene sequences from a total of 113 L3 individuals obtained from fish captured along the FAO 27
fishing area were studied. Bacteria were taxonomically characterized through 1803 representative
operational taxonomic units (OTUs) sequences. Fourteen phyla, 31 classes, 52 orders, 129 families
and 187 genera were unambiguously identified. We have found as part of microbiome an average
of 123 OTUs per L3 individual. Diversity indices (Shannon and Simpson) indicate an extraordinary
diversity of bacteria at an OTU level. There are clusters of anisakids individuals (samples) defined by
the associated bacteria which, however, are not significantly related to fish hosts or anisakid taxa. This
suggests that association or relationship among bacteria in anisakids, exists without the influence of
fishes or nematodes. The lack of relationships with hosts of anisakids taxa has to be expressed by the
association among bacterial OTUs or other taxonomical levels which range from OTUs to the phylum
level. There are significant biological structural associations of microbiota in anisakid nematodes
which manifest in clusters of bacteria ranging from phylum to genus level, which could also be an
indicator of fish contamination or the geographic zone of fish capture. Actinobacteria, Aquificae,
Firmicutes, and Proteobacteria are the phyla whose abundance value discriminate for defining such
structures.
Keywords: anisakids; microbiota; nematode-bacteria association
Microorganisms 2021, 9, 1088. https://doi.org/10.3390/microorganisms9051088 https://www.mdpi.com/journal/microorganisms