| Literature DB >> 29715297 |
Carla G Leon1, Ruben Moraga2, Cristian Valenzuela1, Concetta Gugliandolo3, Angelina Lo Giudice3,4, Maria Papale3, Claudia Vilo1, Qunfeng Dong5, Carlos T Smith1, Ramon Rossello-Mora6, Jorge Yañez7, Victor L Campos1.
Abstract
Arsenic (As), a highly toxic metalloid, naturally present in Camarones River (Atacama Desert, Chile) is a great health concern for the local population and authorities. In this study, the taxonomic and functional characterization of bacterial communities associated to metal-rich sediments from three sites of the river (sites M1, M2 and M3), showing different arsenic concentrations, were evaluated using a combination of approaches. Diversity of bacterial communities was evaluated by Illumina sequencing. Strains resistant to arsenic concentrations varying from 0.5 to 100 mM arsenite or arsenate were isolated and the presence of genes coding for enzymes involved in arsenic oxidation (aio) or reduction (arsC) investigated. Bacterial communities showed a moderate diversity which increased as arsenic concentrations decreased along the river. Sequences of the dominant taxonomic groups (abundances ≥1%) present in all three sites were affiliated to Proteobacteria (range 40.3-47.2%), Firmicutes (8.4-24.8%), Acidobacteria (10.4-17.1%), Actinobacteria (5.4-8.1%), Chloroflexi (3.9-7.5%), Planctomycetes (1.2-5.3%), Gemmatimonadetes (1.2-1.5%), and Nitrospirae (1.1-1.2%). Bacterial communities from sites M2 and M3 showed no significant differences in diversity between each other (p = 0.9753) but they were significantly more diverse than M1 (p<0.001 and p<0.001, respectively). Sequences affiliated with Proteobacteria, Firmicutes, Acidobacteria, Chloroflexi and Actinobacteria at M1 accounted for more than 89% of the total classified bacterial sequences present but these phyla were present in lesser proportions in M2 and M3 sites. Strains isolated from the sediment of sample M1, having the greatest arsenic concentration (498 mg kg-1), showed the largest percentages of arsenic oxidation and reduction. Genes aio were more frequently detected in isolates from M1 (54%), whereas arsC genes were present in almost all isolates from all three sediments, suggesting that bacterial communities play an important role in the arsenic biogeochemical cycle and detoxification of arsenical compounds. Overall, results provide further knowledge on the microbial diversity of arsenic contaminated fresh-water sediments.Entities:
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Year: 2018 PMID: 29715297 PMCID: PMC5929503 DOI: 10.1371/journal.pone.0195080
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Map of the Chilean Arica y Parinacota region and location of M1, M2 and M3 sampling sites along the Camarones River.
Physical and chemical properties, metal composition and total prokaryotic cells (TC) in M1, M2 and M3 samples collected from Camarones River.
TOM:total organic matter; TOC: total organic carbon; TN: total nitrogen; As: arsenic; Cu; copper; Cd: cadmium; Zn: zinc; Pb: lead.
| Physical-chemical properties | Metal composition | TC | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Site | pH | TOM (%) | TOC (%) | TN (%) | As (mg/kg) | Cu (mg/kg) | Cd (mg/kg) | Zn (mg/kg) | Pb (mg/kg) | (cells g-1 × 108) |
| M1 | 7.18±0.3 | 2.1 | 0.6 | 0.08 | 498±0.9 | 56.6±0.4 | 1.27±0.03 | 167.9 ± 1.7 | 47.6±4.2 | 8.1±1.0 |
| M2 | 7.44±0.2 | 2.4 | 0.7 | 0.09 | 245±0.7 | 37.7±0.5 | 1.13±0.01 | 136.5±1.6 | 45.1±2.7 | 8.9±2.1 |
| M3 | 7.49±0.1 | 3.9 | 1.3 | 0.14 | 128±0.6 | 45.0±0.4 | 0.82±0.14 | 87.6±1.9 | 32.6±3.2 | 8.8±1.2 |
Sequencing information, diversity index (H’), estimator of richness (Chao1 and ACE) obtained by Ilumina sequencing from sediment samples (M1, M2 and M3) collected from Camarones River.
OTUs: operation taxonomic units.
| M1 | M2 | M3 | |
|---|---|---|---|
| Number of reads | 1,170,450 | 767,028 | 1,113,638 |
| Number of high quality reads | 1,163,206 | 763,126 | 1,106,566 |
| Unique reads | 138,797 | 127,315 | 157,358 |
| % Unique reads | 11.93 | 16.68 | 14.22 |
| Shannon ( | 3.82 | 6.13 | 6.10 |
| OTUs at 97% genetic similarity | 20,742 | 22,350 | 26,512 |
| Chao 1 | 184,996 | 146,951 | 197,054 |
| ACE | 183,660 | 142,632 | 196,356 |
Fig 2Cluster diagram and relative abundance of sequences (percentage) assigned to bacterial phylogenetic groups and proteobacterial subclasses from sediment samples (M1, M2 and M3) collected from Camarones River.
H’: Shannon diversity index, E: Evenness index.
Bacterial genera retrieved in sediment samples (M1, M2 and M3) from Camarones River.
| Phylum | Class | Genus | M1 | M2 | M3 | ||
|---|---|---|---|---|---|---|---|
| ≥ | |||||||
| ≥ | |||||||
| ≥ | |||||||
| ≥ | |||||||
| ≥ | |||||||
| Gp2 | |||||||
| Gp3 | |||||||
| Gp4 | |||||||
| Gp6 | |||||||
| Gp10 | |||||||
| Gp21 | |||||||
| Gp22 | |||||||
As-resistant strains isolated from M1, M2 and M3 samples collected from Camarones River.
| Strain | As3+ ( | As5+ ( | O/R ( | Strain | As3+ ( | As5+ ( | O/R ( | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| >40 | >100 | + | + | 79/64 | |||||||
| 40 | >100 | + | - | 0/80 | 10 | >100 | + | - | 0/68 | ||
| 10 | >100 | + | - | 0/70 | >40 | >100 | + | + | 84/65 | ||
| 40 | >100 | + | + | 90/95 | |||||||
| 10 | >100 | + | - | 0/75 | 10 | >100 | + | - | 0/25 | ||
| 10 | >100 | + | - | 0/98 | 10 | >100 | + | - | 0/36 | ||
| >40 | >100 | - | + | 100/0 | 10 | >100 | + | - | 0/40 | ||
| >40 | >100 | + | + | 96/95 | 10 | >100 | + | - | 0/32 | ||
| >40 | >100 | + | + | 95/0 | 10 | >100 | + | - | 0/28 | ||
| >40 | >100 | + | + | 93/75 | >40 | >100 | + | + | 80/25 | ||
| 10 | >100 | + | - | 0/65 | 10 | >100 | + | - | 0/15 | ||
| >40 | >100 | + | - | 0/70 | >40 | >100 | + | + | 93/0 | ||
| >40 | >100 | + | + | 95/55 | 10 | >100 | + | - | 0/25 | ||
| >40 | >100 | + | + | 90/70 | >40 | >100 | + | - | 0/30 | ||
| 10 | >100 | + | - | 0/11 | |||||||
| 10 | >100 | + | - | 0/58 | >40 | >100 | + | + | 87/10 | ||
| 10 | >100 | + | - | 0/55 | >40 | >100 | + | + | 85/0 | ||
| >40 | >100 | + | - | 0/60 | >40 | >100 | + | - | 0/20 | ||
| >40 | >100 | + | + | 75/63 | >40 | >100 | + | - | 0/28 | ||
| >40 | >100 | + | - | 0/53 | >40 | >100 | + | + | 91/0 | ||
| 10 | >100 | + | - | 0/67 | >40 | >100 | + | + | 85/20 | ||
| 10 | >100 | + | - | 0/64 | 10 | >100 | + | - | 0/20 | ||
| 10 | >100 | + | - | 0/60 | 10 | >100 | + | - | 0/22 | ||
| >40 | >100 | + | + | 68/65 | 10 | >100 | + | - | 0/28 | ||
| 10 | >100 | + | - | 0/68 | 10 | >100 | + | - | 0/13 | ||
| 10 | >100 | + | - | 0/63 | 10 | >100 | + | - | 0/30 | ||
| 10 | >100 | + | - | 0/60 | 10 | >100 | + | - | 0/10 | ||
(*) Tolerance levels to As3+ expressed in mM of arsenite;
(**) Tolerance levels to As5+ expressed in mM of arsenate;
(#) PCR detection aox gen;
(€) PCR detection arsC gen;
(&) Percentage of As3+ Oxidized or As5+ Reduced after 48 h of incubation at 37°C in the presence of As3+ or As5+, respectively.