RESUMEN
Background: Zooplankton plays an important role in the marine ecosystem. A high level of taxonomic expertise is necessary for accurate species identification based on morphological characteristics. As an alternative method to morphological classification, we focused on a molecular approach using 18S and 28S ribosomal RNA (rRNA) gene sequences. This study investigates how the accuracy of species identification by metabarcoding improves when taxonomically verified sequences of dominant zooplankton species are added to the public database. The improvement was tested by using natural zooplankton samples. Methods: rRNA gene sequences were obtained from dominant zooplankton species from six sea areas around Japan and registered in the public database for improving the accuracy of taxonomic classifications. Two reference databases with and without newly registered sequences were created. Comparison of detected OTUs associated with single species between the two references was done using field-collected zooplankton samples from the Sea of Okhotsk for metabarcoding analysis to verify whether or not the newly registered sequences improved the accuracy of taxonomic classifications. Results: A total of 166 sequences in 96 species based on the 18S marker and 165 sequences in 95 species based on the 28S marker belonging to Arthropoda (mostly Copepoda) and Chaetognatha were registered in the public database. The newly registered sequences were mainly composed of small non-calanoid copepods, such as species belonging to Oithona and Oncaea. Based on the metabarcoding analysis of field samples, a total of 18 out of 92 OTUs were identified at the species level based on newly registered sequences in the data obtained by the 18S marker. Based on the 28S marker, 42 out of 89 OTUs were classified at the species level based on taxonomically verified sequences. Thanks to the newly registered sequences, the number of OTUs associated with a single species based on the 18S marker increased by 16% in total and by 10% per sample. Based on the 28S marker, the number of OTUs associated with a single species increased by 39% in total and by 15% per sample. The improved accuracy of species identification was confirmed by comparing different sequences obtained from the same species. The newly registered sequences had higher similarity values (mean >0.003) than the pre-existing sequences based on both rRNA genes. These OTUs were identified at the species level based on sequences not only present in the Sea of Okhotsk but also in other areas. Discussion: The results of the registration of new taxonomically verified sequences and the subsequent comparison of databases based on metabarcoding data of natural zooplankton samples clearly showed an increase in accuracy in species identification. Continuous registration of sequence data covering various environmental conditions is necessary for further improvement of metabarcoding analysis of zooplankton for monitoring marine ecosystems.
Asunto(s)
Ecosistema , Zooplancton , Animales , Zooplancton/genética , ARN Ribosómico 28S/genética , Genes de ARNr , BiodiversidadRESUMEN
Several studies have noted an effect of DNA methylation on the pathogenesis of Alzheimer's disease (AD). We have already reported that DNA methylation levels in the NCAPH2/LMF2 promoter region can be a useful biomarker for the diagnosis of AD and amnesic mild cognitive impairment (aMCI). However, there is still uncertainty about the mechanism by which NCAPH2/LMF2 methylation affects the pathogenesis of AD and aMCI. In this study, we investigated relationships between NCAPH2/LMF2 methylation and other factors. AD (n=30) and aMCI (n=28) subjects were included in this study. NCAPH2/LMF2 methylation levels were measured by pyrosequencing. Correlations between methylation levels and other factors including age at onset, sex, duration of disease, education, mini-mental state examination (MMSE) and frontal assessment battery (FAB) scores, APOE genotype, degree of hippocampal atrophy, and total brain atrophy were measured. Degrees of hippocampal atrophy and total brain atrophy were measured by VSRAD (Voxel-Based Specific Regional Analysis System for Alzheimer's Disease). Regression analysis revealed that only hippocampal atrophy according to VSRAD is a significant dependent variable correlated with NCAPH2/LMF2 methylation levels. Our results suggest that DNA methylation in the NCAPH2/LMF2 promoter region is associated with hippocampal atrophy through apoptosis.
Asunto(s)
Enfermedad de Alzheimer/genética , Amnesia/genética , Proteínas de Ciclo Celular/genética , Disfunción Cognitiva/genética , Metilación de ADN , Hipocampo/patología , Proteínas Nucleares/genética , Anciano , Enfermedad de Alzheimer/patología , Amnesia/complicaciones , Amnesia/patología , Atrofia/genética , Atrofia/patología , Biomarcadores/metabolismo , Encéfalo/patología , Disfunción Cognitiva/complicaciones , Disfunción Cognitiva/patología , Femenino , Estudios de Asociación Genética , Genotipo , Humanos , Masculino , Regiones Promotoras Genéticas , Serina EndopeptidasasRESUMEN
Enormous quantities of radionuclides were released into the ocean via both atmospheric deposition and direct release as a result of the Fukushima Dai-ichi Nuclear Power Plant (FNPP) accident. This study discusses the southward dispersion of FNPP-derived radioactive cesium (Cs) in subsurface waters. The southernmost point where we found the FNPP-derived (134)Cs (1.5-6.8 Bq m(-3)) was 18 °N, 135 °E, in September 2012. The potential density at the subsurface peaks of (134)Cs (100-500 m) and the increased water column inventories of (137)Cs between 0 and 500 m after the winter of 2011-2012 suggested that the main water mass containing FNPP-derived radioactive Cs was the North Pacific Subtropical Mode Water (NPSTMW), formed as a result of winter convection. We estimated the amount of (134)Cs in core waters of the western part of the NPSTMW to be 0.99 PBq (decay-corrected on 11 March 2011). This accounts for 9.0% of the (134)Cs released from the FNPP, with our estimation revealing that a considerable amount of FNPP-derived radioactive Cs has been transported to the subtropical region by the formation and circulation of the mode water.