| Literature DB >> 23202758 |
Elbert A Mbukwa1, Titus A M Msagati, Bhekie B Mamba.
Abstract
The Hartbeespoort (HBP) Dam is a reservoir used for agricultural, domestic supply of raw potable water and recreational activities in South Africa's North-West Province. Eutrophication and cyanobacterial blooms have long been a cause of water-quality problems in this reservoir. The most prevalent bloom-forming species is Microcystis aeruginosa, often producing the toxin microcystin, a hepatotoxin which can negatively impact aquatic animal and human health, and poses a problem for potable water supply. Algal samples were collected monthly from four pre-determined sites in the dam during the summer months (December 2010-March 2011). Intracellular microcystins (MCs) were extracted using SPE C(18)cartridges, followed by separation, identification and quantification using LC-ESI-MS techniques. Quantitative variation studies of MCs were conducted with respect to MC congener isolated, sampling site and month. Three main MC congeners (MC-RR, -LR and-YR) were isolated, identified and quantified. In addition, three minor MCs (MC-WR, MC-(H(4))YR and (D-Asp(3), Dha(7))MC-RR were also identified, but were not quantified. The MC dominance followed the order MC-RR>MC-LR>MC-YR across all sites and time. The maximum and minimum concentrations were 268 µg/g and 0.14 µg/g DW for MC-RR and MC-YR, respectively, of the total MCs quantified from this study. One-way ANOVA showed that there were no significant differences between average MC concentrations recorded across months (P = 0.62), there was, however, a marginally-significant difference in concentrations among MC congeners (P = 0.06). ANCOVA revealed a highly significant interaction between sites and MC congeners on MC concentration (P < 0.001).Entities:
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Year: 2012 PMID: 23202758 PMCID: PMC3509467 DOI: 10.3390/ijerph9103484
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Map and GPS co-ordinates showing sampling sites on the Hartbeespoort (HBP) dam. S1: (−25°43'38.76"S, +27°50'57.21"E), S2: (−25°46'14.09"S, +27°51'57.85"), S3: (−25°45'37.71"S, +27°48'5.72"E) and S4: (−25°44'56.87"S, +27°50'0.05"E). Conservation/or restricted areas in the dam are marked with purple colour (source: African & South African maps: Nations Online Project available at www.nationsonline.org/oneworld/map/south_africa_map.htm).
Summary of on-site water parameters observed from each sampling site between December 2010 and March 2011.
| Month | Site | Temp(°C) | Surface water temperature (avg. °C) | Conductivity (µS/cm) | Dissolved oxygen (mg/L) | pH |
|---|---|---|---|---|---|---|
| S1 | 24.6 | 578.9 ± 0.77 | 8.6 ± 0.35 | 8.4 ± 0.07 | ||
| December | S2 | 25.2 | 24.8 | 586.3 ± 0.92 | 8.4 ± 0.28 | 8.2 ± 0.07 |
| 2010 | S3 | 24.8 | 568.3 ± 1.55 | 7.7 ± 0.21 | 8.7 ± 0.07 | |
| S4 | 24.7 | 561.9 ± 0.56 | 7.3 ± 0.21 | 8.5 ± 0.14 | ||
| S1 | 26.2 | 562.6 ± 2.47 | 7.3 ± 0.28 | 8.2± 0.07 | ||
| January | S2 | 25.8 | 25.9 | 559.7 ± 1.13 | 7.8 ± 0.21 | 7.9 ± 0.07 |
| 2011 | S3 | 25.4 | 558.9 ± 0.98 | 7.0 ± 0.14 | 8.4 ± 0.14 | |
| S4 | 26.2 | 578.3 ± 1.2 | 7.3 ± 0.21 | 8.0 ± 0.07 | ||
| S1 | 25.2 | 555.3 ± 2.05 | 6.0 ± 0.35 | 7.8 ± 0.14 | ||
| February | S2 | 25.7 | 25.3 | 549.3 ± 0.64 | 3.4 ± 0.35 | 7.4 ± 0.07 |
| 2011 | S3 | 25.1 | 561.9 ± 1.69 | 3.8 ± 0.14 | 8.5 ± 0.14 | |
| S4 | 25.3 | 554.9 ± 2.62 | 5.1 ± 0.28 | 8.3 ± 0.21 | ||
| S1 | 24.7 | 564.3 ± 0.64 | 6.2 ± 0.21 | 8.1 ± 0.14 | ||
| March | S2 | 24.2 | 24.5 | 559.2 ± 1.48 | 3.3 ± 0.21 | 8.2 ± 0.14 |
| 2011 | S3 | 24.9 | 560.5 ± 0.98 | 3.2 ± 0.14 | 8.7 ± 0.07 | |
| S4 | 24.4 | 559.7 ± 1.13 | 3.5 ± 0.14 | 8.8 ± 0.21 |
Figure 3One-way ANOVA presentation of the statistical differences of mean MC concentrations (µg/g DWx20) for a study conducted between December and March. (A) Across months: No significant differences (P = 0.62). (B) Across sites: High significant difference (P < 0.001). (C) Among MC congeners: Marginal significant difference (P = 0.060).
Figure 2Graphical presentation of the quantitative variations of MC-RR, -LR and -YR among sites (S1 to S4) and months (December–March).
Site-specific monthly concentrations of each MC-congener, total MC concentrations (quantified MCs only) and content (%) of each congener (each concentration is a mean value of n = 3, ± STDev).
| MC-Congener | Site S1 | Site S2 | ||||||
|---|---|---|---|---|---|---|---|---|
| Dec | Jan | Feb | Mar | Dec | Jan | Feb | Mar | |
|
| 21.96 ± 0.16 | 45.7 ± 2.9 | 50.46 ± 2.66 | 49.56 ± 1.62 | 88.56 ± 1.84 | 213.78 ± 17.76 | 268.16 ± 8.06 | 197.2 ± 2.87 |
|
| 7.24 ± 0.48 | 8.02 ± 0.4 | 14.12 ± 0.13 | 9.74 ± 0.58 | 15.78 ± 0.72 | 47.2 ± 1.58 | 71.22 ± 2.74 | 69.12 ± 1.4 |
|
| 6.46 ± 0.86 | 4.16 ± 0.54 | 17.26 ± 0.28 | 13.48 ± 0.52 | 57.58 ± 3.86 | 140.68 ± 2.88 | 128.66 ± 3.36 | 124.78 ± 3.02 |
|
| 35.66 ± 1.5 | 57.88 ± 3.84 | 81.84 ± 3.07 | 72.78 ± 2.72 | 161.92 ± 6.42 | 401.68 ± 22.42 | 468.04 ± 13.16 | 391.1 ± 7.29 |
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| 61.58 | 78.95 |
| 68.09 | 54.69 | 53.22 |
| 50.42 |
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| 18.11 | 7.18 | 21.08 | 18.52 | 35.56 | 35.02 | 27.49 | 31.9 |
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| 20.3 | 13.86 | 17.25 | 13.38 | 9.75 | 11.76 | 15.22 | 17.67 |
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| 5.94 ± 0.16 | 10.68 ± 0.34 | 16.78 ± 1.1 | 15.9 ± 0.94 | 13.78 ± 0.38 | 17.12 ± 0.2 | 15.98 ± 0.56 | 14.04 ± 0.64 |
|
| 0.22 ± 0.002 | 0.68 ± 0.04 | 3.34 ± 0.22 | 2.97 ± 0.28 | 0.14 ± 0.02 | 1.54 ± 0.02 | 1.72 ± 0.04 | 1.34 ± 0.06 |
|
| 5.24 ± 0.1 | 11.34 ± 0.18 | 9.12± 0.08 | 6.002 ± 0.2 | 3.78 ± 0.18 | 6.32 ± 0.08 | 5.82 ± 0.46 | 0.38 ± 0.04 |
|
| 11.4 ± 0.26 | 22.7 ± 0.56 | 29.24 ± 1.4 | 24.87 ± 1.42 | 17.7 ± 0.58 | 24.98 ± 0.015 | 23.52 ± 1.06 | 15.76 ± 0.74 |
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| 52.10 | 47.05 * | 57.38 | 63.93 | 77.85 |
| 67.94 | 89.08 |
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| 45.96 | 49.95 * | 31.19 | 24.13 | 21.56 | 25.3 | 24.74 | 2.41 |
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| 1.93 | 2.99 | 11.23 | 11.94 | 0.79 | 6.16 | 7.31 | 8.5 |
* Observed anomaly: MC-LR > MC-RR > MC-YR.
Analysis of covariance (ANCOVA) statistical results indicating the effect of interaction between sites and MC congener on MC concentrations.
| Entity | DF | Sum | Sq mean | Sq | Pr (> |
|---|---|---|---|---|---|
| MC | 2 | 50.145 | 25.072 | 15.0204 | 1.806e−05 * |
| Site | 3 | 261.023 | 87.008 | 52.1246 | 3.511e−13 * |
| MC:Site | 6 | 58.292 | 9.715 | 5.8203 | 0.0002569 * |
| Residuals | 36 | 60.092 | 1.669 | - | - |
* Significant difference at P < 0.05.