Assessment of potential microbial risk caused by spread of waterborne infectious diseases in a river area with intensive water use
B.I. Marchenko1, P.V. Zhuravlev2, L.A. Deryabkina3, O.A. Nesterova1
1Southern Federal University, 105/42 Bol'shaya Sadovaya St., Rostov-on-Don, 344006, Russian Federation
2Rostov Research Institute of Microbiology and Parasitology, 119 Gazetny Lane, Rostov-on-Don, 344000, Russian Federation
3Center for Hygiene and Epidemiology in Rostov Region, Taganrog Office, 16a Bol'shoi Av., Taganrog, 347930, Russian Federation
The necessity to raise effectiveness of activities aimed at preventing spread of waterborne intestinal infections requires improvement of methods and technologies applied in sanitary-microbiological monitoring as a part of the system for sociohygienic monitoring.
The aim of this study was to assess dynamics of potential microbial risks caused by spread of waterborne acute intestinal infections in the Lower Don River area with intensive water use. Microbial communities in water of the Don River in Azov City over 2005–2020 were selected as research objects. The study relied on using results obtained by bacteriological tests of 540 river water samples as well as 1800 water samples taken at outlets from water treatment facilities and in distribution networks of the municipal water supply system. The tests involved identifying sanitary-indicative microorganisms (total levels, fecal and glucose-positive coliform bacteria), potentially pathogenic microorganisms (Klebsiella and Pseudomonas aeruginosa), and pathogenic enterobacteriaceae (Salmonella).
Comprehensive assessment of potential microbial risk associated with waterborne infectious diseases was performed including retrospective analysis of its trends and seasonal characteristics. Accuracy of medium-term extrapolation prediction of microbial risk was comparatively analyzed using regression and neural network models. A complex indicator was calculated for water in the Lower Don River in 2005–2020 for two sanitary-hygienic factors (Sources of Centralized Household and Drinking Water Supply and Recreational Water Use). Its value based on a five-level classifier amounted to 0.612. This made it possible to determine a very high level of potential microbial risk associated with spread of waterborne infections with its typical summer-autumn seasonal rise.
Due to optimization measures, a stable favorable trend was formed per the factor ‘Centralized Household and Drinking Water Supply’. The value of the three-factor complex indicator (0.525) made it possible to establish a high level of potential microbial risk associated with spread of waterborne intestinal infections. A statistically significant (p < 0.01) direct medium correlation was established between incidence of acute intestinal infections and salmonellosis and the level of potential microbial risk. Neural network models were confirmed to provide higher accuracy for medium-term microbial risk predictions.
- Popova A.Yu. Strategic priorities of the Russian Federation in the field of ecology from the position of preservation of health of the nation. ZNiSO, 2014, no. 2 (251), pp. 4–7 (in Russian).
- Onishchenko G.G. Actual problems of hygiene science and practice in the preservation of public health. Gigiena i sanitariya, 2015, vol. 94, no. 3, pp. 5–9 (in Russian).
- Rakhmanin Yu.A., Doronina O.D. Strategic approaches to risk management to reduce human vulnerability due to water factor changes. Gigiena i sanitariya, 2010, no. 2, pp. 8–13 (in Russian).
- Nedachin A.Ye., Artemova T.Z., Dmitriyeva R.A., Doskina T.V., Talayeva Yu.G., Ivanova L.V., Butorina N.N., Lavrova D.V. [et al.]. Problems of epidemic safety of drinking water use by the population of Russia. Gigiena i sanitariya, 2005, no. 6, pp. 14–18 (in Russian).
- Mehantyev I.I. Sanitary, hygienic and epidemiological aspects of recreational water use of the population of the Upper Don River basin. ZNiSO, 2020, no. 12 (333), pp. 23–29. DOI: 10.35627/2219-5238/2020-333-12-23-29 (in Russian).
- Mertens A., Arnold B.F., Benjamin-Chung J., Boehm A.B., Brown J., Capone D., Clasen T., Fuhrmeister E.R. [et al.]. Is detection of enteropathogens and human or animal faecal markers in the environment associated with subsequent child enteric infections and growth: an individual participant data meta-analysis. Lancet Glob. Health, 2024, vol. 12, no. 3, pp. e433–e444. DOI: 10.1016/s2214-109x(23)00563-6
- Wu B., Wang C., Zhang C., Sadowsky M.J., Dzakpasu M., Wang X.C. Source-Associated Gastroenteritis Risk from Swimming Exposure to Aging Fecal Pathogens. Environ. Sci. Technol., 2020, vol. 54, no. 2, pp. 921–929. DOI: 10.1021/acs.est.9b01188
- de Santana C.O., Spealman P., Azulai D., Reid M., Dueker M.E., Perron G.G. Bacteria communities and water quality parameters in riverine water and sediments near wastewater discharges. Sci. Data, 2022, vol. 9, no. 1, pp. 578. DOI: 10.1038/s41597-022-01686-8
- Pereira M.A., Palmeira J.D., Ferreira H. Contamination of a Water Stream and Water Drainage Reaching Matosinhos Beach by Antibiotic-Resistant Bacteria. Microorganisms, 2023, vol. 11, no. 12, pp. 2833. DOI: 10.3390/microorganisms11122833
- Trukhina G.M., Iaroslavtseva M.A., Dmitrieva N.A. Current Trends in Sanitary Microbiology within Implementation of Sanitary and Epidemiological Surveillance of Safety of Water Bodies. ZNiSO, 2022, vol. 30, no. 10, pp. 16–24. DOI: 10.35627/2219-5238/2022-30-10-16-24 (in Russian).
- Rakhmanin Yu.A., Ivanova L.V., Artyomova T.Z., Gipp E.K., Zagaynova A.V., Maksimkina T.N., Krasnyak A.V., Zhuravlev P.V. [et al.]. Comparative assessment of the sanitary and epidemic importance of сoliform indicators of the drinking water quality. Gigiena i sanitariya, 2019, vol. 98, no. 3, pp. 237–249. DOI: 10.18821/0016-9900-2019-98-3-237-249 (in Russian).
- Savilov Ye.D., Anganova Ye.V. Microbiological monitoring of water ecosystems. Gigiena i sanitariya, 2010, vol. 89, no. 5, pp. 56–58 (in Russian).
- Cui Q., Huang Y., Wang H., Fang T. Diversity and abundance of bacterial pathogens in urban rivers impacted by do-mestic sewage. Environ. Pollut., 2019, vol. 249, pp. 24–35. DOI: 10.1016/j.envpol.2019.02.094
- Holcomb D.A., Stewart J.R. Microbial Indicators of Fecal Pollution: Recent Progress and Challenges in Assessing Water Quality. Curr. Environ. Health Rep., 2020, vol. 7, no. 3, pp. 311–324. DOI: 10.1007/s40572-020-00278-1
- Korajkic A., McMinn B.R., Harwood V.J. Relationships between Microbial Indicators and Pathogens in Recreational Water Settings. Int. J. Environ. Res. Public Health, 2018, vol. 15, no. 12, pp. 2842. DOI: 10.3390/ijerph15122842
- Denpetkul T., Pumkaew M., Sittipunsakda O., Sresung M., Chyerochana N., Kongprajug A., Rattanakul S., Patarapongsant Y. [et al.]. Quantitative microbial risk assessment of the gastrointestinal risks to swimmers at Southeast Asian urban beaches using site-specific and combined autochthonous and fecal bacteria exposure data. Sci. Total Environ, 2023, vol. 902, pp. 165818. DOI: 10.1016/j.scitotenv.2023.165818
- Gorski L., Rivadeneira P., Cooley M.B. New strategies for the enumeration of enteric pathogens in water. Environ. Microbiol. Rep., 2019, vol. 11, no. 6, pp. 765–776. DOI: 10.1111/1758-2229.12786
- Zagainova A.V., Rakhmanin Yu.A., Talayeva Yu.G., Ivanov S.I., Artemova T.Z., Nedachin A.Ye., Gipp Ye.K., Bulo-rina N.N. Microbial risk assessment to establish water quality-enteric infection morbidity relationships. Gigiena i sanitariya, 2010, no. 3, pp. 28–31 (in Russian).
- Zhuravlev P.V., Aleshnya V.V., Kovalev E.V., Shvager M.M. Comprehensive study of the microbial risk of acute in-testinal infections occurrence when assessing the epidemiological safety of drinking water use. Infektsionnye bolezni: novosti, mneniya, obuchenie, 2018, vol. 7, no. 3 (26), pp. 7–14. DOI: 10.24411/2305-3496-2018-13001 (in Russian).
- Zaitseva N.V., Kleyn S.V., May I.V., Savochkina A.A., Kiryanov D.A., Kamaltdinov M.R., Vekovshinina S.A. Me-thodical grounds and experience gained in implementing complex assessment of activities aimed at risk to public health and effectiveness of measures to improve the quality of drinking water in centralized water supply systems. Gigiena i sanitariya, 2022, vol. 101, no. 11, pp. 1403–1411. DOI: 10.47470/0016-9900-2022-101-11-1403-1411 (in Russian).
- Zaitseva N.V., Sboev A.S., Kleyn S.V., Vekovshinina S.A. Drinking water quality: health risk factors and efficiency of control and surveillance activities by Rospotrebnadzor. Health Risk Analysis, 2019, no. 2, pp. 44–55. DOI: 10.21668/health.risk/2019.2.05.eng
- Zaitseva N.V., Onishchenko G.G., May I.V., Shur P.Z. Developing the methodology for health risk assessment within public management of sanitary-epidemiological welfare of the population. Health Risk Analysis, 2022, no. 3, pp. 4–20. DOI: 10.21668/health.risk/2022.3.01.eng
- Onishchenko G.G. Development of the risk analysis methodology given the current safety challenges for public health in the Russian Federation: vital issues and prospects. Health Risk Analysis, 2023, no. 4, pp. 4–18. DOI: 10.21668/health.risk/2023.4.01.eng
- Trukhina G.M. Assessment of an environmental microbiological risk to the population's health in the sociohygienic monitoring system. Zdravookhranenie Rossiiskoi Federatsii, 2008, no. 1, pp. 43 (in Russian).
- Schoen M.E., Boehm A.B., Soller J., Shanks O.C. Contamination Scenario Matters when Using Viral and Bacterial Human-Associated Genetic Markers as Indicators of a Health Risk in Untreated Sewage-Impacted Recreational Waters. Environ. Sci. Technol., 2020, vol. 54, no. 20, pp. 13101–13109. DOI: 10.1021/acs.est.0c02189
- González-Fernández A., Symonds E.M., Gallard-Gongora J.F., Mull B., Lukasik J.O., Navarro P.R., Aguilar A.B., Peraud J. [et al.]. Risk of Gastroenteritis from Swimming at a Wastewater-Impacted Tropical Beach Varies across Localized Scales. Appl. Environ. Microbiol., 2023, vol. 89, no. 3, pp. e0103322. DOI: 10.1128/aem.01033-22
- Bhatt A., Dada A.C., Prajapati S.K., Arora P. Integrating life cycle assessment with quantitative microbial risk as-sessment for a holistic evaluation of sewage treatment plant. Sci. Total Environ., 2023, vol. 862, pp. 160842. DOI: 10.1016/j.scitotenv.2022.160842
- Rakhmanin Yu.A., Levanchuk A.V., Kopytenkova O.I. Improvement of the system of social and hygienic monitoring of territories of large cities. Gigiena i sanitariya, 2017, vol. 96, no. 4, pp. 298–301. DOI: 10.47470/0016-9900-2017-96-4-298-301 (in Russian).
- Rakhmanin Yu.A., Zhuravlev P.V., Aleshnya V.V., Panasovets O.V. Application of the new culture medium for the isolation of salmonella from water bodies to assess the epidemic safety of water use. Gigiena i sanitariya, 2016, vol. 95, no. 5, pp. 483–490. DOI: 10.47470/0016-9900-2017-96-4-298-301 (in Russian).
- Parkhomenko S.S., Ledeneva T.M. Training neural networks of the method Levenberg – Marquardt in larger the amount of data. Vestnik Voronezhskogo gosudarstvennogo universiteta. Seriya: Sistemnyi analiz i informatsionnye tekhnologii, 2014, no. 2, pp. 98–106 (in Russian).
- Remezova A.A., Tynchenko V.V. Primenenie iskusstvennykh neironnykh setei dlya resheniya zadach prognozirovaniya [Application of artificial neural networks to solve prediction problems]. Aktual’nye problemy aviatsii i kosmonavtiki, 2021, vol. 1, no. 7, pp. 371–374 (in Russian).
- Zhuravlev P.V., Aleshnya V.V., Panasovets O.P., Aidinov G.V., Shvager M.M., Mitrofanova T.V., Glukhov A.A., Dzhanseyidov B.Kh. [et al.]. Sanitary and bacteriological characteristics of water of the Lower Don. Gigiena i sanitariya, 2012, vol. 91, no. 4, pp. 28–31 (in Russian).