TY - JOUR T1 - Eber Gölü Prokaryotik Çeşitliliğinin Metagenomik Çalışmasıyla Karakterizasyonu TT - Characterization of Prokaryotic Diversity in Eber Lake through Metagenomic Analysis AU - Pat, Fahri AU - Fidan Pedük, Sultan AU - Akçay, Neşe AU - Kızıl Pat, Hatice Kübra AU - Arıcan, Ercan PY - 2024 DA - March Y2 - 2023 DO - 10.21597/jist.1265800 JF - Journal of the Institute of Science and Technology JO - J. Inst. Sci. and Tech. PB - Iğdır Üniversitesi WT - DergiPark SN - 2536-4618 SP - 437 EP - 446 VL - 14 IS - 1 LA - tr AB - Eber Gölü, Türkiye'de göçmen kuşların geçiş rotası üzerinde yer almakta ve sazlık alanları sayesinde birçok kuş türüne doğal üreme ve yaşam alanı sağlamaktadır. Ülkemizde bu kadar önemli bir göl olmasına rağmen prokaryotik çeşitlilik konusunda yeterli çalışma olmadığı görülmüştür. Metagenomik analiz DNA izolasyonu ile elde edilen mikroorganizmaların türlerini, genetik yapılarını, fonksiyonel rollerini ve insan ile ekolojik sağlık üzerindeki etkilerini belirlemeyi mümkün kılmaktadır. Yeni nesil dizileme (YND), birçok DNA veya RNA örneğinin eşzamanlı olarak yüksek hızda ve yüksek hassasiyetle dizilenmesini mümkün kılan, modern bir DNA/RNA dizileme teknolojisidir. Bu çalışmamızda Eber Gölü'ne ait 16S ribozomal DNA (rDNA) (V3-V4 bölgeleri) dizilerinin metagenomik analizi için yüksek verimli YND yöntemleri kullanılmıştır. Prokaryotik çeşitliliği incelemek amacıyla MOTHUR yazılımı kullanılarak Illumina NovaSeq teknolojisi ile elde edilen dizi verileri analiz edilmiştir. Analizler sonucu Proteobacteria, Verrucomicrobia, Bacteroidetes ve Actinobacteria Şubelerinin baskın olduğu ortaya çıkarılarak Eber Gölü'ndeki prokaryotik çeşitlilik detaylı bir şekilde karakterize edilmiştir. KW - Prokaryotik çeşitlilik KW - metagenomik KW - ekoloji KW - 16s rRNA KW - İllumina dizileme N2 - Eber Lake is located on the migration route of birds in Turkey and provides natural breeding and habitat for many bird species thanks to its reed areas. Despite being such an important lake in our country, there has been insufficient research on prokaryotic diversity. Metagenomic analysis enables the determination of the species, genetic structures, functional roles, and their effects on human and ecological health of microorganisms obtained through DNA isolation. Next-generation sequencing (NGS) is a modern DNA/RNA sequencing technology that allows for the simultaneous high-speed and high-precision sequencing of many DNA or RNA samples. In this study, we used high-throughput NGS methods for metagenomic analysis of 16S ribosomal DNA (rDNA) (V3-V4 regions) sequences from Eber Lake. The obtained sequence data using Illumina NovaSeq technology was analyzed with MOTHUR software to investigate prokaryotic diversity. The analysis revealed that the Proteobacteria, Verrucomicrobia, Bacteroidetes, and Actinobacteria phyla were dominant, and the prokaryotic diversity in Eber Lake was characterized in detail. CR - Anonim. (2023). Türkiye Kültür Portalı URL: https://www.kulturportali.gov.tr/turkiye/afyonkarahisar/TurizmAktiviteleri/eber-golu (accessed date: March 07, 2023). CR - Balkwill, D. L., Reeves, R. H., Drake, G. R., Reeves, J. Y., Crocker, F. H., King, M. B., & Boone, D. R. (1997). Phylogenetic characterization of bacteria in the subsurface microbial culture collection. FEMS microbiology reviews, 20(3-4), 201–216. https://doi.org/10.1111/j.1574-6976.1997.tb00309.x CR - Bhaduri, Anik & Ringler, Claudia & Dombrowski, Ines & Mohtar, Rabi & Scheumann, Waltina. (2015). Sustainability in the water–energy–food nexus. Water International. 40. 723-732. 10.1080/02508060.2015.1096110. CR - Carpenter, Stephen & Cole, Jonathan & Pace, M & Batt, R & Brock, WA & Cline, Timothy & Coloso, James & Hodgson, James & Kitchell, J & Seekell, DA & Patrick, Laura & Weidel, Brian. (2011). Early Warnings of Regime Shifts: A Whole-Ecosystem Experiment. Science (New York, N.Y.). 332. 1079-82. 10.1126/science.1203672. CR - Cipriano, R.C. ve R.A. Holt. 2005. Flavobacterium psychrophilum, cause of Bacterial Cold-Water Disease and Rainbow Trout Fry Syndrome. Fish Disease Leaflet No. 86. United States Dept. of the Interior. U.S. Geological Service, National Fish Health Research Laboratory, Kearneysville, WV. CR - Culligan, E.P., Sleator, R.D., Marchesi, J.R., Hill, C., 2014. Metagenomics and novel gene discovery. Promise and potential for novel therapeutics. Virulence 5, 399–412. CR - Cseke, L.J., Kaufman, P.B., Podila, G.K., & Tsai, C.-J. (2003). Handbook of Molecular and Cellular Methods in Biology and Medicine (2nd ed.). Boca Raton: CRC Press. doi:https://doi.org/10.1201/9781420041712 CR - Eiler, A., Zaremba-Niedzwiedzka, K., Martínez-García, M., McMahon, K. D., Stepanauskas, R., Andersson, S. G., & Bertilsson, S. (2014). Productivity and salinity structuring of the microplankton revealed by comparative freshwater metagenomics. Environmental microbiology, 16(9), 2682–2698. https://doi.org/10.1111/1462-2920.12301. CR - Garcia Moreno, Jaime & Harrison, Ian & Dudgeon, David & Clausnitzer, V. & Darwall, William & Farrell, Tracy & Savy, C. & Tockner, Klement & Tubbs, N.. (2014). Sustaining Freshwater Biodiversity in the Anthropocene. 10.1007/978-3-319-07548-8_17.Gulçin, İ., Taslimi, P., Aygün, A., Sadeghian, N., Bastem, E., Kufrevioglu, O. I., ... & Şen, F. (2018). Antidiabetic and antiparasitic potentials: Inhibition effects of some natural antioxidant compounds on α-glycosidase, α-amylase and human glutathione S-transferase enzymes. International journal of biological macromolecules, 119, 741-746. CR - Goller.gen.tr. (03.04.2021). Eber Gölü. Goller.gen.tr. https://www.goller.gen.tr/eber-golu.html (Erişim adresi: 14 03, 2023). CR - Gilbert et al. (2011). The earth microbiome project: The meeting report for the 1st international earth microbiome project confer‐ence, Shenzhen, China, June 13th–15th 2011. Standards in Genomic Sciences, 5(2), 243–247. doi:https://doi.org/10.4056/sigs.2134923 CR - He, R., Cui, Y., Li, Y., & Ge, X. (2022). Tetrahydroisoquinoline N-methyltransferase from Methylotenera Is an Essential Enzyme for the Biodegradation of Berberine in Soil Water. Molecules, 27(17), 5442. https://doi.org/10.3390/molecules27175442 CR - Hahn, M. W., Schmidt, J., Taipale, S. J., Doolittle, W. F., & Koll, U. (2014). Rhodoluna lacicola gen. nov., sp. nov., a planktonic freshwater bacterium with stream-lined genome. International journal of systematic and evolutionary microbiology, 64(Pt 9), 3254–3263. https://doi.org/10.1099/ijs.0.065292-0 CR - Kuri, M. L., Kumari, V., & Roy, S. (2019). Phenylobacterium Korensee Best Indigenous Petroleum Hydrocarbon Degrading Bacteria Isolated from Contaminated Soil of Bahror, Alwar Region, India. International Journal of Contemporary Research and Review, 10(08), 20203–20211. https://doi.org/10.15520/ijcrr.v10i08.729 CR - Klindworth, et al. (2013). Evaluation of general 16S ribosomal RNA gene PCR primers for classical and nextgeneration sequencing-based diversity studies. Nucleic acids Research, 41(1) CR - Iliev, I, Yahubyan, G, Marhova, M, et al. Metagenomic profiling of the microbial freshwater communities in two Bulgarian reservoirs. J Basic Microbiol. 2017; 57: 669– 679. https://doi.org/10.1002/jobm.201700137 CR - Jongman, M., Carmichael, P.C., Bill, M., 2020, Technological advances in phytopathogen detection and metagenome profiling techniques, Current Microbiology, 77, 675-681. CR - Jovel, J., Patterson, J., Wang, W., Hotte, N., O'Keefe, S., Mitchel, T., Perry, T., Kao, D., Mason, A. L., Madsen, K. L., & Wong, G. K. (2016). Characterization of the Gut Microbiome Using 16S or Shotgun Metagenomics. Frontiers in microbiology, 7, 459. https://doi.org/10.3389/fmicb.2016.00459 CR - Nair, H. P., & Bhat, S. G. (2019). Metagenomic data on bacterial diversity profiling of Arabian sea sediment by amplicon sequencing. Data in brief, 28, 104791. https://doi.org/10.1016/j.dib.2019.104791 CR - Ondov BD, Bergman NH, Phillippy AM. (2011). Interactive metagenomic. BMC Bioinf, 12:385. doi:https://doi.org/10.1186/1471-2105-12-385 CR - Quast, C., Pruesse, E., Yilmaz, P., Gerken, J., Schweer, T., Yarza, P., et al. (2013). The SILVA ribosomal RNA gene database project: improved data processing. Nucleic Acids Res., 41, D590–D596. doi:https://doi.org/10.1093/nar/gks1219 CR - Polat, H. ve Ekici, L., 2019. Akkermansia muciniphila: Obezite ve Diyabetten Korunmada Yeni Bir Alternatif Olabilir mi?. Avrupa Bilim ve Teknoloji Dergisi, 16, 533-543. CR - Rognes, T., Flouri, T., Nichols, B., Quince, C., ve Mahé, F. (2016). VSEARCH: a versatile open source tool for metagenomics. PeerJ, 1–22. doi:https://doi.org/10.7717/peerj.2584 CR - Sembries, S., & Crawford, R. L. (1997). Production of Clostridium bifermentans Spores as Inoculum for Bioremediation of Nitroaromatic Contaminants. Applied and environmental microbiology, 63(5), 2100–2104. https://doi.org/10.1128/aem.63.5.2100-2104.1997 CR - Schloss, P. D., Westcott, S. L., Ryabin, T., Hall, J. R., Hartmann, M., Hollister,. (2009). Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities. Appl. Environ. Microbiol, 75, 7537–7541. doi:https://doi.org/10.1128/AEM.01541-1549 CR - Vörösmarty, C. & McIntyre, P. & Gessner, Mark & Dudgeon, David & Proussevitch, Alexander & Green, Pamela & Glidden, Stanley & Bunn, Stuart & Sullivan, Caroline & Reidy Liermann, Catherine & Davies, Peter. (2010). Global threats to human water security and river biodiversity. Nature. 467. 555-561. 10.1038/nature09440. CR - Wake up to the looming water crisis, report warns. (2021, October 11). Retrieved from https://public.wmo.int/en/media/press-release/wake-looming-water-crisis-report-warns CR - Wang, Q., Garrity, G. M., Tiedje, J. M., ve Cole, J. R. (2007). Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl. Environ. Microbiol., 73, 5261–5267. doi:https://doi.org/10.1128/AEM.00062-67 CR - Water: Facts and trends. (n.d.). Retrieved from https://www.wbcsd.org/Programs/Food-and-Nature/Water/Resources/Water-Facts-and-trends CR - Westcott, S. L., ve Schloss, P. D. (2017). OptiClust, an improved method for assigning amplicon-based sequence data to Operational Taxonomic Units. mSphere, 2:e00073-17. doi:https://doi.org/10.1128/mSphereDirect.00073-17 CR - Tranvik, Lars & Downing, John & Cotner, James & Loiselle, Steven & Striegl, Robert & Ballatore, Thomas & Dillon, Peter & Finlay, Kerri & Fortino, Kenneth & Knoll, Lesley & Kortelainen, Pirkko & Kutser, Tiit & Larsen, Soren & Laurion, Isabelle & Leech, Dina & Mccallister, S. & Mcknight, Diane & Melack, John & Overholt, Erin & Weyhenmeyer, Gesa. (2009). Lakes and reservoirs as regulators of carbon cycling and climate. Limnology and Oceanography. 54. 2298-2314. 10.4319/lo.2009.54.6_part_2.2298. UR - https://doi.org/10.21597/jist.1265800 L1 - https://dergipark.org.tr/tr/download/article-file/3013597 ER -