Culture-Based Analysis, Phenotypic Virulence Screening and 16S rRNA -Based Bacterial Community Profiling of Human-Impacted Rural Streams in Akwa Ibom State, Nigeria

Authors

  • Christiana Ikot Department of Microbiology, Akwa Ibom State University, Ikot Akpaden, Nigeria
  • Mfoniso Iwatt Department of Microbiology, Akwa Ibom State University, Ikot Akpaden, Nigeria
  • Maria Bassey Department of Microbiology, Akwa Ibom State University, Ikot Akpaden, Nigeria

DOI:

https://doi.org/10.83080/rejost.vol6no7.324

Keywords:

Corchorus olitorius, potassium bromate, antioxidant enzymes, fertilizer regime

Abstract

Human impacts on water sources are of concerns due to the associated public health risks. A study on two human-impacted rural streams was conducted, particularly investigating the bacterial community profile of the streams by both culture-based and 16S rRNA gene amplicon sequencing as well as the pathogenic potential of the bacterial isolates via phenotypic detection of virulence traits. The streams were Odiong stream in Abak LGA and Akpan Akpa Itoko stream in Oruk Anam LGA, both in Akwa Ibom State. The water samples were analyzed using culture-based methods and 16S rRNA gene sequencing. The phenotypic activity of the culture isolates was determined using enzyme activity assay. The mean heterotrophic bacterial counts of 5.91 ± 0.08 log10 cfu/mL from Odiong stream and 5.83 ± 0.01 log10 cfu/mL from Akpan Akpa Itoko stream were obtained followed by mean coliform counts of 2.37 ± 0.58 log10 MPN/100 mL and 2.67 ± 0.31 log10 MPN/100 mL, respectively from both streams. The bacterial counts of Odiong stream was significantly higher (p<0.05) than Akpan Akpa Itoko stream. The bacterial counts in both streams exceeded the guideline limits for heterotrophic plate counts in potable water. Different bacterial species were isolated from each stream except Enterococcus sp., Pseudomonas sp., Micrococcus sp., Staphylococcus sp. and Bacillus sp. that were found across both streams. Proteus sp, Enterobacter sp, Pseudomonas sp., Actinomyces sp., Micrococcus sp., Vibrio sp., Streptococcus sp. and Bacillus sp. across the streams tested positive for all three virulence-associated trait assessed. 16S rRNA–based profiling revealed substantial differences in both the number and composition of bacterial taxa between the two streams. The phylum Pseudomonadota (formerly Proteobacteria) was the most abundant in both streams. Odiong stream was dominated by Fluviibacter (12.85%) and the species F. phosphoraccumulans (18.39%), while Akpan Akpa Itoko stream was dominated by Comamonas (35.40%) and the species Comamonas testosteroni (19.73%). Most isolates from the culture method such as Proteus sp., Escherichi coli, Actinomyces sp., and Vibrio sp. were absent from the 30 most abundant species by the 16S rRNA gene amplicon sequencing. Both methods detected largely different sets of organisms. The presence of coliforms in this study suggests poor sanitary condition of the streams. The presence of virulent traits in these bacterial isolates suggests potential health risks. The study shows that relying solely on culture-based methods can lead to incomplete conclusions. Integrating phenotypic screening for virulence-associated traits provides a broader understanding of the microbial functional potential. Findings from this study therefore call for routine monitoring of these rural water sources and environmental sanitation measures to reduce contamination and safeguard public health.

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References

Abby, S. S., Kazemzadeh, K., Vragniau, C., Pelosi, L. & Pierrel, F. (2020). Advances in bacterial pathways for the biosynthesis of ubiquinone. Biochim Biophys Acta Bioenerg, 1861(11), 148259.

Agnihotry, S., Sarangi, A. N. & Aggarwal, R. (2020). Construction & assessment of a unified curated reference database for improving the taxonomic classification of bacteria using 16S rRNA sequence data. Indian Journal of Medical Research. 151(1), 93-103. doi:10.41-03/ijmr.IJMR_220_18.

Akpan, B. P., Udo, A. L. & Akpan, E. S. (2024). Determination of Baseline Data of Physicochemical and microbio-logical Quality of Surface Waters in Nsit Ibom Local Government Area of Akwa Ibom State, Nigeria. Journal of Applied Sciences and Environmental Management. 28 (5), 1425-1433. Doi: 10.4314/jasem.v28i5.13

Ashbolt N. J. (2015). Microbial Contamination of Drinking Water and Human Health from Community Water Systems. Current environmental health reports. 2(1), 95 - 106. Doi: 10.1007/-s40572-014-0037-5.

Biesbroek, G., Sanders, E. A., Roeselers, G., Wang, X., Caspers, M. P., Trzciński, K., Bogaert, D. and Keijser, B. J. (2012) Deep sequencing analyses of low density microbial communities: working at the boundary of accurate microbiota detection. PLoS One, 7(3), e32942. Doi: 10.1371/journal.pone.00-32942.

Biswas, S., Rana, R., Bal, M., Pati, S., Suar, M. & Ranjit, M. (2025). Escherichia coli associated urinary tract infection: Epidemiology and possible strategies for control. One Health Bull. 5(2), 51-57. doi: 10.4103/ohbl.ohbl_56_24

Borja-Serrano, P., Ochoa-Herrera V., Maurice, L., Morales G., Quilumbaqui, C., Tejera, E. & Machado, A. (2020). Determination of the microbial and chemical loads in rivers from the Quito Capital Province of Ecuador (Pichincha) - A preliminary analysis of microbial and chemical quality of the main rivers. International Journal of Environmental Research and Public Health. 17 (5048), 1-26.

Bulakarima, A. U., Zulum, U. & Isa, M. A. (2016). Microbiological analysis of drinking water in Maiduguri Metropolis, Nigeria. International Journal of Research. 3 (18), 1946-1950.

Cappuccino, J. G. & Welsh, C. (2018). Microbiology A Laboratory Manual (8th Ed). Pearson.

Cirkovic, I., & Brkic, S. (2025). Beyond the Spotlight: Enterobacter spp. as Over-looked Carbapenemase Producers in Europe. Antibiotics (Basel, Switzer-land). 14(10), 1045. Doi: 10.3390/anti-biotics14101045

Dimri, A., Awasthi, C., Uniyal, S., Nautiyal, A. & Singh, K. P. (2019). Isolation and characterization of coliform bacteria and bacteriophages from Ganga River in Northern Himalayan Regions. International Journal of Current Microbiology and Applied Sciences. 8 (11), 1582-1592.

Dopheide, A., Xie, D., Buckly, T. R., Drummond, A. J. & Newcomb, R. D. (2019). Impacts of DNA extraction and PCR on DNA metabarcoding estimates of soil biodiversity. Methods in Ecology and Evolution, 10, 120 – 133. Doi: 10.1111-/2041-210X.1-3086

Douglas, S. I., Sampson, T. & Isor, N. F. (2022). Bacteriological quality of some streams used for domestic purposes in Ogoniland, Rivers State, Nigeria. International Journal of Current Microbiology and Applied Sciences. 11(8), 77 – 86. doi: 10.20-546/ijcmas.2022.1108.009

Dudle, J. D., Long, S. C., Charest, A. T. & Roop, D. O. (2014). Bacterial and viral indicators of fecal contamination in drinking water. American Water Works Association, 106(4), E200-E211

Dueholm, M. S., Andersen, K. S., McIlroy, S. J., Kristensen, J. M., Yashiro, E., Karst, S. M., Albertsen, M. & Nielsen, P. H. (2020). Generation of comprehensive ecosystem-specific reference databases with species-level resolution by high-throughput full-length 16S rRNA gene sequencing and automated taxonomy assignment (AutoTax). MBio, 11, e01557-20. Doi: 10.1128/mBio.01557-20.

Edokpayi, J. N., Odiyo, J. O. & Durowoju, O. S. (2017). Impact of wastewater on surface water quality in developing countries: A review. Water, 10(9), 1208.

Edokpayi, J. N., Rogawski, E. T., Kahler, D. M., Hill, C. L., Reynolds, C., Nyathi, E., Smith, J. A., Odiyo, J. O., Samie, A., Bessong, P. and Dillingham, R. (2018). Challenges to sustainable safe drinking water: A case study of water quality and use across seasons in rural communities in Limpopo Province, South Africa. Water. 10 (2), 159. Doi: 10.3390/w10020159.

Ekpo, U. C., Umana, S. I., Essien, J. P., Bassey, M. P., Uko, M. P. & Abiaobo, N. O. (2017). Virulence factors and antibiogram of bacteria isolated from fresh aquatic produce sold at open air market centre in Okepedi, Itu, Akwa Ibom State. Journal of Applied Life Sciences International. 14(4), 1–18. Doi: 10.9734/JALSI/2017-/36952

Ekwere, I. O., Bassey, N. E., Odiongenyi, A. O. & Obadimu, C. O. (2025). “Groundwater Quality Assessment of Boreholes in Onna Local Government Area, Akwa Ibom State, Nigeria”. Asian Journal of Applied Chemistry Research. 16 (3):49-61. Doi: 10.9734/ajacr/2025/v16i3341.

Ezugwu, M. O. & Osarumwense, A. F. (2022). Review of the effects of water characteristics and quality on human health. International Journal of Current Science Research and Review. 5(3): 673-685. Doi. 10.47191/ijcsrr/v5-i3-09

Galdino, A. C. M., Branquinha, M. H., Santos, A. L. S., & Viganor, L. (2017). Pseudomonas aeruginosa and its arsenal of proteases: Weapons to battle the host. In: Patho-physiological Aspects of Proteases. Springer Singapore. pp. 381-397. Doi.-org/10.1007/978-981-106-141-7_16

Häder, D., Banaszak, A. T., Villafañe, V. E., Narvarte, M. A., González, R. A. & Helbling, E. W. (2020). Anthropogenic pollution of aquatic ecosystems: Emerging problems with global implications. Science of The Total Environment. 713, 136586. Doi: 10.1016-/j.scitotenv.2020.136586

Hamdan, N., Villaruel, C., Newmeyer, M. N., Wallace, V., Spear, J. R., Ranville, J. F. & Prasse, C. (2024). Assessing the Impact of Recreational Activities on Streams: A Colorado Case Study. ACS EST Water, 4 (9): 4028 – 4040. Doi: org/10.1021/acsestwater.-4c00327

Holt, J. G., Krieg, N. P., Sneath, P. H. A., Staley, J. & Williams, S. T. (1994). Bergey’s manual of determination bacteriology, 9th Edn. Williams and Wilkins Publishers, Baltimore. 787- 921.

Idu, P. N., Chukwura, E. I., Uba, B. O., Okoli, F. A. & Oghonim, P. A. N. (2026). Assessment of the bacteriological quality of selected surface water resources in Anambra Central Senatorial Zone, Anambra State. Journal of Public Health, Policy, and Society. 3(1), 87–100. Doi: 10.54117/b8kkjp54.

Jesus, F. & Tremblay, L. A. (2022). Key Challenges to the Effective Management of Pollutants in Water and Sediment. Toxics, 10(5), 219. Doi: 10.33-90/toxics10050219

Jones, E. F., Griffin, N., Kelso, J. E., Carling, G. T., Baker, M. A. & Aanderud, Z. T. (2020). Stream Microbial Community Structured by Trace Elements, Headwater Dispersal, and Large Reservoirs in Sub-Alpine and Urban Ecosystems. Frontiers in Microbiology. 11, 491425. Doi: 10.-3389/fmicb.2020.491425.

Jung, M. S., da Silva, J. A. G., Fachinetto, J. M., Carvalho, I. R., Lucchese, O. A., Basso, N. C. F., Copetti., C. M. & da Silva, L. G. (2023). Water: A Fundamental Resource for Ensuring Sustainability. Revista de Gestão Social e Ambiental. 17(7),

-17. Doi: 10.24857/rgsa.v17n7-013

Junkins, E. N. & Stevenson, B. S. (2021). Using Plate-Wash PCR and High-Throughput Sequencing to Measure Cultivated Diversity for Natural Product Discovery Efforts. Frontiers in Microbiology, 12, 675798. Doi: 10.3389/fmicb.2021.6757-98

Kalu, A. N., Nnedimma, N. E., Benedicta, O., Abdulmumuni, B., & Chijioke, N. M. (2025). The environmental effects of untreated surface water in selected rural areas of Abia State, Nigeria. Saudi Journal of Business and Management Studies, 10(8), 363-370.

LeChevallier M. W. & McFeters, G. A. (1985). Interactions between heterotrophic plate count bacteria and coliform organisms. Applied and Environmental Micro-biology, 49(5):1338-41. Doi: 10.1128/-aem.49.5.1338-1341.1985.

Logan, N. A. & De Vos, P. (2015). Bacillus. In: W.B. Whitman (Ed.), Bergey’s Manual of Systematics of Archaea and Bacteria (pp. 1-164). John Wiley & Sons, Inc., in Association with Bergey’s Manual Trust.

Makvana, S. & Krilov, L. (2015). Escherichia coli Infections. Pediatrics in Review. 36(4), 36(4),167. DOI: 10.1542/pir.36-4-167.

McBride, G. B. (2003). Uncertainties for Most Probable Number Calculations for Microbiological Assays. Journal of AOAC International. 86(5), 1084-1088.

Molale-Tom L. G., Olanrewaju, O. S., Kritzinger, R. K., Fri, J. & Bezuidenhout, C. C. (2024). Heterotrophic bacteria in drinking water: evaluating antibiotic resistance and the presence of virulence genes. Microbiology Spectrum. 12, e03359-23.

Nwankwo, C. E. I., Barika, P. N., Akani, N. P. & Amadi, O. N. (2020). Physicochemical and Mycological Examination of Groundwater (Well Water) in Rumuosi Community, Rivers State, Nigeria. Research Journal of Microbiology. 15(3), 82-89

Odonkor, S. T. & Ampofo, J. K. (2013). Escherichia coli as an Indicator of bacteriological quality of water: An overview. Microbiology Research. 4(1), e2. Doi: 10.4081/mr.2013-.e2.

Okere, J. K., Azorji, J. N., Iheagwam, S. K., Emeka, J. E. & Nzenwa, P. O. (2021). Assessment of Microbial Load in Water and Sediments of Rivers Otamiri and Nworie in Owerri, South Eastern Nigeria. International Journal of Pathogen Research. 6(3), 27-39.

Okon, A. J., Inyang, I. B., Ugbe, U. M.-J., Ekpenyong, B. N. & Olanrewaju, O. E. (2022). Effect of domestic solid waste disposal practices on quality of drinking water sources in some rural communities of Akwa Ibom State, Nigeria. Environmental Monitoring and Assessment. 194(10), 799. Doi: 10.1007-/s10661-022-10435.

Onyemaechi, O. & Ejikeme, N. (2019). Seasonal dynamics of the microbial and physicochemical characteristics of streams and boreholes in Uzuakoli, Eastern Nigeria. Journal of Biology and Life Science. 10(2), 17-24. Doi: 10.5296/jbls.v10i2.14456

Oon, Y. L., Oon, Y. S, Ayaz, M., Deng, M., Li, L. & Song, K. (2023) Waterborne pathogens detection technologies: Advances, challenges, and future perspectives. Frontiers in Microbiology. 14, 1286923. Doi: 10.3389-/fmicb.2023.1286923.

Putnik, P. & Šojić Merkulov, D. (2026). Water pollution in agri-food production systems: A review. Proceedings. Doi: 10.46793/sbt26.95-3p

Ramessar, K., & Olaniran, A. O. (2025). Virulence gene profiling and cytotoxicity of Vibrio spp. isolated from treated wastewater effluent and receiving surface waters in Durban, South Africa. Environmental Science: Processes & Impacts. 27(8), 2262-2276.

Reinl, K. L., Harris, T. D., Elfferich, I., Coker, A., Zhan, Q., De Senerpont Domis, L. N., Morales-Williams, A. M., Bhattacharya, R., Grossart, H. P., North, R. L. & Sweetman, J. N. (2022). The role of organic nutrients in structuring freshwater phytoplankton communities in a rapidly changing world. Water research. 219, 118573. Doi: 10.1016/j.watres.2022.118-573

Rose, M. (2026). Risks Associated with Dietary Exposure to Contaminants from Foods Obtained from Marine and Fresh Water, Including Aquaculture. International Journal of Environmental Research and Public Health. 23(1), 85. Doi: 10.3390/ijerph23-010085

Sadeghi, J., Nolan, S., Voyer, P., Biro, Z., Ismail, Y., Mineau, E., Peters, G., Frazao, A., Browne, E., Weller, L., Febria, C. M., Bell, T. H. & Heath, D. (2026). Relationship between land use type and bacterial composition in adjacent streams and riparian zones. PLoS One, 1(2): e0339590. Doi: 10.1371/journal-.pone.0339590.

Sansupa, C., Fareed Mohamed Wahdan, S., Disayathanoowat, T., & Purahong, W. (2021). Identifying Hidden Viable Bacterial Taxa in Tropical Forest Soils Using Amplicon Sequencing of Enrichment Cultures. Biology, 10(7), 569. Doi: 10.3390/biology10070569.

Selvaraj, S., Pramodhinii, S., Shanmugam, J. and Bhuvaneshwar, D. (2018). Prevalence of virulent factors and antifungal susceptibility testing of Candida specie isolated from clinical specimens. Indian Journal of Microbiology Research. 5(1):106-109.

Simpson, H. C. & de Loë, R. C. (2014). A collaborative approach to groundwater protection: The Rural Water Quality Program for Waterloo Region. Canadian Water Resources Journal / Revue Canadienne Des Ressources Hydriques. 39(2), 228 – 239. Doi: 10.1080/0701-1784.2014.914789

Sohail, M., Nematollahi, M.A., Suleman, S. & Habib, S. S. (2026). Chemical contaminants and fish: implications for health and ecosystem sustainability. Environmental Monitoring and Assessment. 198, 498. Doi: 10.1007/s10661-026-15351-9

Staley, C., Unno, T., Gould, T. J., Jarvis, B., Phillips, J., Cotner, J. B. & Sadowsky, M. J. (2013), Application of Illumina next-generation sequencing to characterize the bacterial community of the Upper Mississippi River. Journal of Applied Microbiology. 115, 1147-1158. Doi: 10-.1111/jam.12323

Sundar, S., Piramanayagam, S. & Natarajan, J. (2023). A comprehensive review on humandisease-causing bacterial proteases and their impeding agents. Archives of microbiology. 205 (8), 276. Doi: 10.1007/s00203-023-03618-5

Tahoun, U. M. & Hamza, W. T. (2022). Bacillus subtilis and Pseudomonas aeruginosa as potent protease enzyme producers isolated from the aquatic environment. Egyptian Journal of Aquatic Biology and Fisheries. 26(4), 197-213. Doi: 10.21608/ejabf.2022.2495-52

Tambi, A., Brighu, U. & Gupta, A. B. (2023). Methods for detection and enumeration of coliforms in drinking water: A review. Water Supply. 23(10), 4047–4058. Doi: 10.2166/ws.2023.247

Tan, B., Ng, C., Nshimyimana, J. P., Loh, L. L., Gin, K. Y-H. & Thompson, J. R. (2015). Next-generation sequencing (NGS) for assessment of microbial water quality: current progress, challenges, and future opportunities. Frontiers in Microbiology. 6, 1027. Doi: 10.3389/fmicb.2015.01027

Udoekong, N. S., Asuquo, A. E., Akan, O. D., James, I. I. & Iwatt, M. U. (2025). Identification of virulence markers and toxin expression in Gram-positive bacteria isolated from shellfish and harvest water samples in the South-South region of Nigeria. The Microbe. 7, 100415. Doi: 10.1016/j.microb.2025.10-0415

Udotong, I. R., Uko, M. P. & Udotong, J. I. R. (2015) Microbial Diversity of a Remote Aviation Fuel Contaminated Sediment of a Lentic Ecosystem in Ibeno, Nigeria. ournal of Environmental & Analytical Toxicology. 5, 320. Doi:10.4172/2161-0525.1000320

Uguomore, E. O., Igbonezu, V. N., Nzubechi, O. S. & Nwala, N. I. (2025). Antibiotic resistance, biofilm formation, and hemolytic activity in domestic water: Evaluating off-campus hostel safety in Choba, Nigeria. International Journal of Pathogen Research. 14(2), 103–120. Doi: 10.9734/IJPR/2025/v14i2354

Uko, M., Udotong, I., Ofon, U., Umana, S. & Abraham, N (2020). Effect of Hydrocarbon Contamination on the Microbial Diversity of Freshwater Sediments within Akwa Ibom State, Nigeria. Journal of Chemical, Environmental and Biological Engineering. 4(2), 32-38. doi: 10.11648/j.jcebe.20200402.11

Ulrich, N., Rosenberger, A., Brislawn, C., Wright, J., Kessler, C., Toole, D., Solomon, C., Strutt, S., McClure, E. & Lamendella, R. (2016). Restructuring of the Aquatic Bacterial Community by Hydric Dynamics Associated with Superstorm Sandy. Applied and Environmental Microbiology, 82(12), 3525-3536. Doi: 10.1128/AEM.00520-16.

Umana, S. I., Ekpo, U. C., Bassey, M. P., Uko, M. P. & Abiaobo, N. O. (2017). Virulence factors of bacteria isolated from fish sold at open air market centre in Okepedi, Itu, Akwa Ibom State, Nigeria. Journal of Applied Life Sciences International. 14(4), 1–14. Doi: 10.9734/JALSI/20-17/36925

Vaish, R., Pradeep, M, Setty, C. R. & Kandi, V. (2016). Evaluation of Virulence Factors and Antibiotic Sensitivity Pattern of Escherichia Coli Isolated from Extraintestinal Infections. Cureus. 8(5), e604. Doi:10.7759/cureus.604

Vaz-Moreira, I., Nunes, O. C. & Manaia, C. M. (2017). Ubiquitous and persistent Proteo-bacteria and other Gram-negative bacteria in drinking water. The Science of the Total Environment. 586, 1141–1149. Doi: 10.1016-/j.scitotenv.2017.02.104

Victor, O., Victor, N. O., Samuel, U. C., Tobechukwu, C. E. & Chimaka, G. O (2018). Acteriological and Biochemical Monitoring of Qua-Iboe River Resources of Eket Community, Akwa Ibom State, Nigeria. Jr. of Industrial Pollution Control, 34(1), 1931-1940

Wang, J., Long, Y., Yu, G., Wang, G., Zhou, Z., Li, P., Zhang, Y., Yang, K. & Wang, S. (2022). A review on microorganisms in constructed wetlands for typical pollutant removal: species, function, and diversity. Frontiers in Microbiology. 13, 845725. Doi: 10.3389/fmicb.2022.845725.

Wang, Y., Sheng, H. F., He, Y., Wu, J. Y., Jiang, Y. X., Tam, N. F. Y. & Zhou, H. W. (2021). Comparison of the levels of bacterial diversity in freshwater, intertidal wetland and marine sediments by using millions of Illumina tags. Applied Microbiology and Biotechnology. 105, 3671–3683.

World Health Organization. (2022). Guidelines for drinking-water quality: Fourth edition incorporating the first and second addenda. World Health Organization. https://www.who.int/publications/i/item/9789240045064

Wu, X., Tian, Z., Lv, Z., Chen, Z. & Liu, Y. (2015). Ecological functions and environmental adaptation of Comamonas testosteroni: A review. Applied Microbiology and Biotechnology. 99, 7223–7234.

Zarić, G., Cocoli, S., Šarčević, D., Vještica, S., Prodanović, R., Puvača, N., & Carić, M. (2023). Escherichia coli as Microbiological Quality Water Indicator: A High Importance for Human and Animal Health: Microbiological water quality. Journal of the Hellenic Veterinary Medical Society, 74(3), 6117–6124. Doi: 10.12681/jhvms.30878

Zeglin, L. H. (2015). Stream microbial diversity in response to environmental changes: review and synthesis of existing research. Front in Microbiology, 6, 454. Doi: 10.3389/fmicb.2015.00454

Zheng, M., Wen, L., He, C., Chen, X., Si, L., Li, H., Liang, Y., Zheng, W. & Guo, F. (2024). Sequencing-guided re-estimation and promotion of cultivability for environmental bacteria. Nature Communications. 15(1). Doi: 10.1038-/s41467-024-53446-4.

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2026-08-07

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Ikot, C., Iwatt, M., & Bassey, M. (2026). Culture-Based Analysis, Phenotypic Virulence Screening and 16S rRNA -Based Bacterial Community Profiling of Human-Impacted Rural Streams in Akwa Ibom State, Nigeria. Researchers Journal of Science and Technology, 6(7), 11–32. https://doi.org/10.83080/rejost.vol6no7.324