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Hart LN, Zepernick BN, Natwora KE, Brown KM, Obuya JA, Lomeo D, Barnard MA, Okech EO, Kiledal EA, Den Uyl PA, Olokotum M, Wilhelm SW, McKay RM, Drouillard KG, Sherman DH, Sitoki L, Achiya J, Getabu A, Otiso KM, Bullerjahn GS, Dick GJ. Metagenomics reveals spatial variation in cyanobacterial composition, function, and biosynthetic potential in the Winam Gulf, Lake Victoria, Kenya. Appl Environ Microbiol 2025; 91:e0150724. [PMID: 39772868 PMCID: PMC11837572 DOI: 10.1128/aem.01507-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 11/11/2024] [Indexed: 01/11/2025] Open
Abstract
The Winam Gulf in the Kenyan region of Lake Victoria experiences prolific, year-round cyanobacterial harmful algal blooms (cyanoHABs) which pose threats to human, livestock, and ecosystem health. To our knowledge, there is limited molecular research on the gulf's cyanoHABs, and thus, the strategies employed for survival and proliferation by toxigenic cyanobacteria in this region remain largely unexplored. Here, we used metagenomics to analyze the Winam Gulf's cyanobacterial composition, function, and biosynthetic potential. Dolichospermum was the dominant bloom-forming cyanobacterium, co-occurring with Microcystis at most sites. Microcystis and Planktothrix were more abundant in shallow and turbid sites. Metagenome-assembled genomes (MAGs) of Dolichospermum harbored nitrogen fixation genes, suggesting diazotrophy as a potential mechanism supporting the proliferation of Dolichospermum in the nitrogen-limited gulf. Over 300 biosynthetic gene clusters (BGCs) putatively encoding the synthesis of toxins and other secondary metabolites were identified across the gulf, even at sites where there were no visible cyanoHAB events. Almost all BGCs identified had no known synthesis product, indicating a diverse and novel biosynthetic repertoire capable of synthesizing harmful or potentially therapeutic metabolites. Microcystis MAGs contained mcy genes encoding the synthesis of hepatotoxic microcystins which are a concern for drinking water safety. These findings illustrate the spatial variation of bloom-forming cyanobacteria in the Winam Gulf and their available strategies to dominate different ecological niches. This study underscores the need for further use of genomic techniques to elucidate the dynamics and mitigate the potentially harmful effects of cyanoHABs and their associated toxins on human, environmental, and economic health.IMPORTANCEThe Winam Gulf (Kenya) is a vital resource that experiences prolific cyanobacterial harmful algal blooms (cyanoHABs). Bloom-forming cyanobacteria produce cyanotoxins, threatening human and environmental health, recreation, and fishing. However, cyanotoxin production in the gulf has not been linked to a specific type of cyanobacteria. We used DNA sequencing of whole microbial communities to track the species of cyanobacteria present across the gulf and investigate the genes responsible for synthesis of known and novel toxins. Our results reveal Dolichospermum as the main bloom-forming cyanobacteria in the gulf, often co-occurring with high abundance of toxigenic Microcystis. Over 300 unique gene clusters were found, with most predicted to encode the synthesis of uncharacterized molecules. These results provide initial insights into the diverse biosynthetic potential encoded by cyanobacteria in the Winam Gulf and underscore the need to further elucidate and investigate the effects of known and novel molecules produced in cyanoHABs in this region.
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Affiliation(s)
- Lauren N. Hart
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
| | - Brittany N. Zepernick
- Department of Microbiology, The University of Tennessee Knoxville, Knoxville, Tennessee, USA
| | - Kaela E. Natwora
- Large Lakes Observatory, University of Minnesota Duluth, Duluth, Minnesota, USA
| | - Katelyn M. Brown
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Biological Sciences, Bowling Green State University, Bowling Green, Ohio, USA
| | | | - Davide Lomeo
- Department of Geography, King's College London, London, United Kingdom
| | - Malcolm A. Barnard
- Department of Biology, Baylor University Department of Biology, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
| | | | - 2022-23 NSF-IRES Lake Victoria Research ConsortiumAchiengDorine1BarkerKatelyn B.2BaswetiGeorge M.1BealMax3ByrneAidan4CodyWilliam R.5KiteresiLinet I.1LawrenceTheodore6MirukaJared B.1MohneySamantha7OkutoyiPamela8OtienoDennis9OwinoOmondi A.10OwokoWinnie1OwuorBethwell11ShitandiAnakalo11StollJordyn12SwalehMariam N.13TebbsEmma J.4VargaEmily9AdemJack Abibo14AdhikariAnjana15AllanTrinity16ChepkiruiMercy1KhanNusrat Nasrin17MosetiMartha18AchiengTonny11RadockLisa19NjiruJames11ConceptualizationData curationOmondiReuben11ConceptualizationData curationKenya Marine and Fisheries Research Institute, Kisumu, KenyaBowling Green State University, Bowling Green, Ohio, USAUniversity of Wisconsin—Madison, Madison, Wisconsin, USAKing’s College London, London, United KingdomAquatic Taxonomy Specialists, Malinta, Ohio, USAAfrican Center for Aquatic Research and Education, Ann Arbor, Michigan, USAGeorge Mason University, Fairfax, Virginia, USATechnical University of Kenya, Nairobi, KenyaGreat Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, CanadaSigalagala National Polytechnic, Kakamega, KenyaKisii University, Kisii, KenyaMichigan Trout Unlimited, Dewitt, Michigan, USATechnical University of Mombasa, Mombasa, KenyaJaramogi Oginga Odinga University of Science and Technology, Bondo, KenyaUniversity of Wisconsin—Milwaukee, Milwaukee, Wisconsin, USAFlorida Gulf Coast University, Fort Myers, Florida, USAArizona State University, Tempe, Arizona, USAMaasai Mara University, Narok, KenyaFort LeBoeuf School District, Erie, Pennsylvania, USA
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Department of Microbiology, The University of Tennessee Knoxville, Knoxville, Tennessee, USA
- Large Lakes Observatory, University of Minnesota Duluth, Duluth, Minnesota, USA
- Biological Sciences, Bowling Green State University, Bowling Green, Ohio, USA
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
- Department of Geography, King's College London, London, United Kingdom
- Department of Biology, Baylor University Department of Biology, Waco, Texas, USA
- Center for Reservoir and Aquatic Systems Research, Baylor University, Waco, Texas, USA
- Egerton University, Njoro, Kenya
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, Michigan, USA
- National Fisheries Resources Research Institute (NaFIRRI), Jinja, Uganda
- Cooperative Institute for Great Lakes Research (CIGLR), University of Michigan, Ann Arbor, Michigan, USA
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, Canada
- Natural Products Discovery Core, University of Michigan, Ann Arbor, Michigan, USA
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan, USA
- Technical University of Kenya, Nairobi, Kenya
- Kisii University, Kisii, Kenya
- School of Earth, Environment and Society, Bowling Green State University, Bowling Green, Ohio, USA
| | - E. Anders Kiledal
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, Michigan, USA
| | - Paul A. Den Uyl
- National Fisheries Resources Research Institute (NaFIRRI), Jinja, Uganda
- Cooperative Institute for Great Lakes Research (CIGLR), University of Michigan, Ann Arbor, Michigan, USA
| | - Mark Olokotum
- National Fisheries Resources Research Institute (NaFIRRI), Jinja, Uganda
| | - Steven W. Wilhelm
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Department of Microbiology, The University of Tennessee Knoxville, Knoxville, Tennessee, USA
| | - R. Michael McKay
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, Canada
| | - Ken G. Drouillard
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, Canada
| | - David H. Sherman
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan, USA
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Natural Products Discovery Core, University of Michigan, Ann Arbor, Michigan, USA
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, Michigan, USA
| | | | - James Achiya
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
| | | | - Kefa M. Otiso
- School of Earth, Environment and Society, Bowling Green State University, Bowling Green, Ohio, USA
| | - George S. Bullerjahn
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Biological Sciences, Bowling Green State University, Bowling Green, Ohio, USA
| | - Gregory J. Dick
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan, USA
- Great Lakes Center for Fresh Waters and Human Health, Bowling Green State University, Bowling Green, Ohio, USA
- Department of Earth and Environmental Sciences, University of Michigan, Ann Arbor, Michigan, USA
- Cooperative Institute for Great Lakes Research (CIGLR), University of Michigan, Ann Arbor, Michigan, USA
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Drouillard KG, Campbell L, Otieno D, Achiya J, Getabu A, Mwamburi J, Sitoki L, Omondi R, Shitandi A, Owuor B, Njiru J, Bullerjahn G, Mckay RM, Otiso KM, Tebbs E. Increasing mercury bioaccumulation and biomagnification rates of Nile perch (Lates niloticus L.) in Winam Gulf, Lake Victoria, Kenya. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 916:170059. [PMID: 38242476 PMCID: PMC11603132 DOI: 10.1016/j.scitotenv.2024.170059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 01/21/2024]
Abstract
The Nile perch (Lates niloticus L.) commercial fishery for Lake Victoria in East Africa is an important source of revenue and employment. We focused on shifts in food web structure and total mercury (THg) bioaccumulation and biomagnification in Nile perch, and lower food web items collected from Winam Gulf (Kenya) sampled 24 years apart (1998 and 2022). Stable isotope carbon (δ13C) values were higher in all species from 2022 compared to 1998. Stable nitrogen isotope (δ15N) values in baseline organisms were lower in 2022 compared to 1998. In Nile perch, δ15N values were correlated with total length, but the δ15N-length regressions were steeper in 1998 compared to 2022 except for one large (158 cm) Nile perch from 1998 with an uncharacteristically low δ15N value. Total Hg concentrations were lower in lower trophic species from 2022 compared to 1998. However, the THg bioaccumulation rate (as a function of fish length) in Nile perch was greater in 2022 compared to 1998 resulting in 24.2 % to 42.4 % higher wet weight dorsal THg concentrations in 2022 Nile perch for market slot size (50 to 85 cm) fish. The contrasting observations of increased THg bioaccumulation with size in 2022 against decreases in the rate of trophic increase with size and lower THg concentrations of lower food web items imply reduced fish growth and potential bioenergetic stressors on Winam Gulf Nile perch. All samples except 1 large Nile perch (139 cm total length collected in 2022) had THg concentrations below the European Union trade limit (500 ng/g wet weight). However, for more vulnerable individuals (women, children and frequent fish eaters), we recommend a decrease in maximum monthly meal consumption for 55-75 cm Nile perch from 16 meals per month calculated for 1998 to a limit of 8 meals per month calculated for 2022.
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Affiliation(s)
- Ken G Drouillard
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, Canada.
| | - Linda Campbell
- School of the Environment, Saint Mary's University, Halifax, Nova Scotia, Canada
| | - Dennis Otieno
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
| | - James Achiya
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
| | | | - Job Mwamburi
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
| | | | | | | | | | - James Njiru
- Kenya Marine and Fisheries Research Institute, Kisumu, Kenya
| | - George Bullerjahn
- Biological Sciences, Bowling Green State University, Bowling Green, OH, USA
| | - R Michael Mckay
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Ontario, Canada
| | - Kefa M Otiso
- School of Earth, Environment and Society, Bowling Green State University, Bowling Green, OH, USA
| | - Emma Tebbs
- Department of Geography, King's College London, United Kingdom
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Aura CM, Humphrey OS, Marriott AL, Watts MJ, Ongore CO, Mwamburi JM, Osano O, Coffey TJ. Assessing the spatial distribution of elemental concentrations in surface sediments of Lake Victoria, Kenya: implications for ecological health and management. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2024; 46:137. [PMID: 38483759 DOI: 10.1007/s10653-024-01930-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 02/20/2024] [Indexed: 03/19/2024]
Abstract
Lacustrine sediment quality indicates the effects of both natural and anthropogenic activities on the ecosystem and communities. Despite its ecological importance, myriad complexities, and potential contaminant sources, the spatial distribution of surficial sediments in Lake Victoria's Winam Gulf has never been comprehensively documented. The purpose of this study was to assess the spatial distribution, pathways, and ecological risk of metal elements in the lake using a sediment matrix. Sediment samples were collected throughout the gulf in November 2022. The concentrations of Al, As, Cd, Co, Cr, Cu, Fe, K, Mn, Mo, Ni, P, Pb, Sb, Sn, Ti, Tl, U, and Zn were compared to different contamination metrics and ecological risk assessment indices. The average concentrations were in the following decreasing order: Zn > > > Cr > > Cu > Ni > Pb > Co > As > Cd with mean (± SD) of 185 ± 45 mg kg-1, 56 ± 15 mg kg-1, 45 ± 16 mg kg-1, 37 ± 11 mg kg-1, 24 ± 5 mg kg-1, 20 ± 7 mg kg-1, 3.9 ± 1.3 mg kg-1, 0.30 ± 0.09 mg kg-1, respectively, with strong indications of anthropogenic sources. Average concentrations were in the following decreasing order: Zn > > > Cr, Cu, Ni, Pb, Co, As, and Cd levels (mean ± SD) were 185 ± 45 mg kg-1, 56 ± 15 mg kg-1, 45 ± 16 mg kg-1, 37 ± 11 mg kg-1, 24 ± 5 mg kg-1, 20 ± 7 mg kg-1, 3.9 ± 1.3 mg kg-1 and 0.30 ± 0.09 mg kg-1 with strong indications of anthropogenic sources. The geo-accumulation index (Igeo) and enrichment factor categorisation schemes, respectively, classified these as uncontaminated (level 0) and depletion to minimal enrichment (level 1), while the ecological risk analysis classified them as "low risk". The mouth of the Nyando River, as well as Kisumu, Kendu, and Homa bays, were the most element-enriched and should be prioritised for focused monitoring and remediation. As a result, targeted land management of urban, industrial, transportation, and agricultural areas offers the opportunity to reduce sediment inputs into the lake ecosystem.
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Affiliation(s)
- C M Aura
- Kenya Marine Fisheries Research Institution (KMFRI), P.O. Box 1881-40100, Kisumu, Kenya.
| | - O S Humphrey
- Inorganic Geochemistry, Centre for Environmental Geochemistry, British Geological Survey, Nottingham, UK
| | - A L Marriott
- Inorganic Geochemistry, Centre for Environmental Geochemistry, British Geological Survey, Nottingham, UK
| | - M J Watts
- Inorganic Geochemistry, Centre for Environmental Geochemistry, British Geological Survey, Nottingham, UK
| | - C O Ongore
- Kenya Marine Fisheries Research Institution (KMFRI), P.O. Box 1881-40100, Kisumu, Kenya
- Pelagic Ecology Research Group, Gatty Marine Laboratory, Scottish Oceans Institute, University of St. Andrews, Fife, KY16 8LB, Scotland, UK
| | - J M Mwamburi
- Kenya Marine Fisheries Research Institution (KMFRI), P.O. Box 1881-40100, Kisumu, Kenya
| | - O Osano
- School of Environmental Sciences, University of Eldoret, Eldoret, Kenya
| | - T J Coffey
- School of Veterinary Medicine and Science, University of Nottingham, Nottingham, UK
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