doi: 10.15389/agrobiology.2026.3.521eng
UDC: 579.64:631.461.61:57.083.1
Acknowledgements:
The research was conducted using equipment from the “Genomic Technologies, Proteomics, and Cell Biology” Research Center at the Federal State Budgetary Scientific Institution All-Russian Research Institute of Agricultural Microbiology.
Funded by grant 23-16-00147 from the Russian Science Foundation.
EFFECTS OF PRESERVATION AND STORAGE METHODS ON THE MICROBIOME FUNCTIONALITY AND COMPOSITION OF BAGS, A BIOACTIVE FORMULATION
T.O. Lisina ✉, G.V. Gladkov, O.V. Orlova, A.K. Kimeklis,
A.A. Kichko, E.E. Andronov
All-Russian Research Institute for Agricultural Microbiology, 3, sh. Podbel’skogo, St. Petersburg, 196608 Russia, e-mail lisina-to@yandex.ru (✉ corresponding author) grgladkov@arriam.ru,
falenki@hotmail.com, kimeklis@gmail.com, 2014arki@gmail.com, eeandr@gmail.com, eeandr@gmail.com
ORCID:
Lisina T.O. orcid.org/0000-0003-1268-4166
Kimeklis A.K. orcid.org/0000-0003-0348-7021
Gladkov G.V. orcid.org/0000-0002-5489-1414
Kichko A.A. orcid.org/0000-0002-8482-6226
Orlova O.V. orcid.org/0000-0002-2154-503Х
Andronov E.E. orcid.org/0000-0002-5204-262Х
Final revision received October 21, 2025
Accepted November 15, 2025
Currently, methods for the preservation and storage of microorganisms have been developed and optimized, based on inducing a state of anabiosis in cells, during which vital processes are partially (storage at low temperatures) or completely (drying, cryopreservation) suspended. However, only a few studies have addressed the preservation of complex microbial consortia while maintaining the properties that ensure their effectiveness. The ability to analyze the taxonomic composition of complex microbial communities became possible with the development of high-throughput sequencing techniques/. In this study, data on the possibility of conserving stock samples of the BAGS were obtained for the first time. The study aimed to test different methods of storage and preservation of the BAGS fertilizer and to estimate their effect on cellulolytic activity and the taxonomic composition of the prokaryotic component of the consortium using deep sequencing of 16S rRNA gene amplicon libraries. The study was conducted in 2024-2025 at the All-Russian Research Institute of Agricultural Microbiology. The objects of the study were: the initial mature microbial BAGS (first generation), obtained as a result of composting a peat-straw-mineral mixture for 6 months and inoculum (previously prepared BAGS); reactivated BAGS samples after storage by different methods for 6 months; experimental batches of BAGS obtained by composting a peat-straw-mineral mixture using samples of the fertilizer fertilizer reactivated after preservation as inoculum. Three methods of storage and preservation of the initial fertilizer BAGS samples were tested: storage of the fresh fertilizer fertilizer in a refrigerator at +4 °C; drying at room temperature to an at room temperature for 1 week, during which the pre-dried samples were moistened with water to 60 % of their total water-holding capacity. The reactivated samples were used to inoculate a peat-straw-mineral mixture during the preparation of experimental BAGS batches. To obtain a control batch of BAGS (3rd generation), a fresh fertilizer h of the 2nd generation was used as inoculum; it was prepared using the standard method simultaneously with the storage of the experimental samples. All BAGS batches were incubated at 28 °C for 5 months. Cellulolytic activity was assessed monthly using two methods (the modified Christensen method and the application method). Microbiological analysis of the finished 5-month preparations was performed using deep sequencing of 16S rRNA gene amplicon libraries. Quantitative comparison of the microbiomes was carried out based on alpha- (within-sample) and beta-diversity (between-sample) indices. To calculate alpha-diversity indices, the amplicon libraries were normalized using the minimum size rarefaction method. The assessment of alpha-diversity included the determination of the total number of ASVs and the Simpson’s inverse index. Beta-diversity was visualized using non-metric multidimensional scaling (NMDS) based on the Bray-Curtis metric. An effective BAGS batch with high cellulolytic activity was obtained by using a reactivated sample after drying as the inoculum. The species diversity of the communities in all three experimental BAGS batches was twofold higher than that of the control. Similarity in taxon was observed across all variants at the phylum level. However, based on the beta-diversity indices, all communities composition differed in their microbial composition. The most comparable were the consortia of the control preparation and the BAGS fertilizer made using inoculum after drying. Representatives of the microbiome—markers of an effective fertilizer associated with nitrogen metabolism and the breakdown of complex polysaccharides—were identified: MND1, Methylomirabilota, Cryseolinea, Gracillibacteria.
Keywords: BAGS preparation, drying, cryopreservation, cellulolytic activity, taxonomic composition, species diversity.
REFERENCES
- Pokhilenko V.D., Baranov A.M., Detushev K.V. Izvestiya visshikh uchebnikh zavedeniy. Povolzhskiy region. Meditsinskie nauki, 2009, 4 (12): 99-121 (in Russ.).
- Kharchuk I.A. Voprosi sovremennoy al’gologii, 2019, 3(21): 1-27 (in Russ.).
- Sidyakina T.M. Seriya «Konservatsiya geneticheskikh resursov» [Series "Conservation of genetic resources"]. Pushchino, 1991: 81-139 (in Russ.).
- Okhapkina V.Yu., Shabalin B.A. Teoreticheskaya i prikladnaya ekologiya, 2009, 1: 18-26 (in Russ.).
- Okhapkina V.Yu. Teoreticheskaya i prikladnaya ekologiya, 2009, 4: 21-32 (in Russ.).
- Pylac M., Oszust K., Frąc M. Optimization of growing medium and preservation methods for plant beneficial bacteria, and formulating a microbial biopreparation for raspberry naturalization. Agronomy, 2021, 11(12): 2521 CrossRef
- Salamatova Yu.A.,Minaeva O.M., Akimova E.E. Vestnik Tomskogo gosudarstvennogo universiteta. Biologiya,2010,1(9): 20-28 (in Russ.).
- Prakash O., Nimonkar Y., Shouche Y.S. Practice and prospects of microbial preservation. FEMS Microbiology Letters, 2013, 339(1): 1-9 CrossRef
- Yu C., Reddy A.P., Simmons C.W., Simmons B.A., Singer S.W., VanderGheynst J.S. Preservation of microbial communities enriched on lignocellulose under thermophilic and high-solid conditions. Biotechnol Biofuels, 2015, 8: 206 CrossRef
- Kerckhof F.M. Courtens E.N., Geirnaert A., Hoefman S., Ho A., Vilchez-Vargas R., Pieper D.H., Jauregui R., Vlaeminck S.E., Van de Wiele T., Vandamme P., Heylen K., Boon N. Optimized cryopreservation of mixed microbial communities for conserved functionality and diversity. PLoS ONE, 2014, 9(6): e99517 CrossRef
- Tatangelo V., Franzetti A., Gandolfi I., Bestetti G., Ambrosini R. Effect of preservation method on the assessment of bacterial community structure in soil and water samples. FEMS Microbiology Letters, 2014, 356(1): 32-38 CrossRef
- Afanas’ev V.N., Gamova M.V., Garan’kina N.G., Kruglov Yu.V., Maksimov G.A., Paromenskaya L.N. Sposob polucheniya mikrobnogo preparata dlya utilizatsii pesttsidov, sposob utilizatsii pestitsidov (varianti) i ustroystvo dlya utilizatsii pestitsidov. A.s. 2279325 MPKV09S 1/10; S12M 1/00; S12M 1/10. Vsesoyuzniy nauchno-issledovatel’skiy institutt sel’skokhozyaystvennoy mikrobiologii (RU). № 2002114831/13. Zayavl. 06.06.2002. Opubl. 10.07.2006. Byul. № 19 [Method for producing a microbial preparation for the disposal of pesticides, a method for the disposal of pesticides (variants), and a device for the disposal of pesticides. A.s. 2279325 MPCB09C 1/10; C12M 1/00; C12M 1/10. All-Union Research Institute of Agricultural Microbiology (RU). No. 2002114831/13. Appl. 06/06/2002. Publ. 07/10/2006. Bull. No. 19] (in Russ.).
- Dumova V.A., Osudar R.L., Paromenskaya L.N., Gamova M.V. Materialy VI Mezhdunarodnoy nauchnoy konferentsii «Sovremennoe sostoyanie i perspektivi razvitiya mikrobiologii i biotekhnologii» [Proc. VI Int. Conf. «Current state and development prospects of microbiology and biotechnology»]. Minsk, 2008, 1: 139-142 (in Russ.).
- Rusakova I.V., Oskovkin V.V. Agrokhimiya, 2016, 8: 56-61 (in Russ.).
- Lisina T.O., Zverev A.O., Gladkov G.V., Kimeklis A.K., Orlova O.V., Kichko A.A., Andronov E.E. Metagenomic analysis of pro- and eukaryotic components of microbiota of biologically active preparation BAGS. Sel'skokhozyaistvennaya biologiya [Agricultural Biology],2025, 60(1): 96-109 CrossRef
- Hubalek Z. Protectants used in the cryopreservation of microorganisms. Cryobiology,2003, 46(3): 205-229 CrossRef
- Ovchinnikova T.A., Pankratov T.A. Metodi ekologii pochvennikh mikroorganizmov [Methods of ecology of soil microorganisms]. Samara, 2009 (in Russ.).
- Bates S.T., Berg-Lyons D., Caporaso J.G., Walters W.A., Knight R., Fierer N. Examining the global distribution of dominant archaeal populations in soil. The ISME Journal, 2011, 5(5): 908-917 CrossRef
- Callahan B.J., McMurdie P.J., Rosen M.J., Han A.W., Johnson A.J.A., Holmes S.P. DADA2: High-resolution sample inference from Illumina amplicon data. Nat. Methods, 2016, 13: 581-583 CrossRef
- McMurdie P.J., Holmes S. Phyloseq: An R Package for reproducible interactive analysis and graphics of microbiome census data. PLoS ONE, 2013, 8: e61217 CrossRef
- Quast C., Pruesse E., Yilmaz P., Gerken J., Schweer T., Yarza P., Peplies J., Glöckner F. The SILVA ribosomal RNA gene database project: improved data processing and web-based tools. Nucleic Acids Research, 41: D590-D596 CrossRef
- Oksanen J., Simpson G., Blanchet F., Kindt R., Legendre P., Minchin P., O'Hara R., Solymos P., Stevens M., Szoecs E., Wagner H., Barbour M., Bedward M., Bolker B., Borcard D., Borman T., Carvalho G., Chirico M., De Caceres M., Durand S., Evangelista H., FitzJohn R., Friendly M., Furneaux B., Hannigan G., Hill M., Lahti L., McGlinn D., Ouellette M., Ribeiro Cunha E., Smith T., Stier A., Ter Braak C., Weedon J. Vegan: Community ecology package. R package version 2.7-0, 2025. Available: https://github.com/vegandevs/vegan. No date.
- Wickham H., Averick M., Bryan J., Chang W., McGowan L.D, François R., Grolemund G., Hayes A., Henry L., Hester J., Kuhn M., Pedersen T.L., Miller E., Bache S.M., Müller K., Ooms J., Robinson D., Seidel D.P., Spinu V., Takahashi K., Vaughan D., Wilke C., Woo K., Yutani H. Welcome to the tidyverse. Journal of Open Source Software, 2019, 4(43): 1686 CrossRef
- Rstatix. Available: https://rpkgs.datanovia.com/rstatix/. Bez dati.
- Lin H., Peddada S.D. Analysis of compositions of microbiomes with bias correction. Nat. Commun., 2020, 11: 3514 CrossRef
- Kers J.G., Saccenti E. The power of microbiome studies some consideration on which alfa and beta metrics to use and how to report results. Front. Microbiol., 2022, 12: 796025 CrossRef
- Feofilova E.P. Prikladnaya biokhimiya i mikrobiologiya, 2003, 39(1): 5-24 (in Russ.).
- Mulyukin A.L., Demkina E.V., Kryazhevskikh N.A., Suzina N.E., Vorob’eva L.I., Duda V.I., Gal’chenko V.F., El’Registan G.I. Mikrobiologiya,2009, 78: 456-468(in Russ.).
- Shleeva M.O., Kaprel’yants A.S. Uspekhi biologicheskoy khimii, 2023, 63: 103-148 (in Russ.).
- Heckly R.J. Preservation of microorganisms. Advances in Applied Microbiology, 1978, 24: 1-53 CrossRef
- Leben C., Sleesman J.P. Preservation of plant-pathogenic bacteria on silica gel. Plant Dis., 1982, 66: 327 CrossRef
- Edwards J.D., Love S.J., Phillips R.P., Fei S., Domke G., Parker J.D., McCormick M., LaRue E.A., Schweitzer J.A., Bailey J.K., Fordyce J., Kivlin S.N. Long- and short-term soil Sstorage methods other than freezing can be useful for DNA-based microbial community analysis. Soil Biology and Biochemistry, 2024, 191: 109329 CrossRef
- Wang F., Che R., Deng Y., Wu Y., Tang L., Xu Z., Wang W., Liu H., Cui X. Air-drying and long time preservation of soil do not significantly impact microbial community composition and structure. Soil Biology and Biochemistry, 2021, 157: 108238 CrossRef
- Iturriaga R., Sullivan C.V. Long-term presarvation of microalgal cells and their optical properties. Journal of Oceanography and Marine Research, 2015, 3(1): 2332-2632 CrossRef
- Feltham R.K.A., Power A.K., Pell P.A., Sneath P.H.A. A simple method for storage of bacteria at -76 °C. Journal of Applied Bacteriology, 1978, 44(2): 313-316 CrossRef
- Eremeeva S.M. Plesnevie gribi. Metodi videleniya, identifikatsii, khraneniya [Mold fungi. Methods of isolation, identification, and storage]. Astrakhan’, 2009 (in Russ.).
- Yu M., Su W.-q., Huang L., Parikh S.J., Tang C., Dahlgren R.A., Xu J. Bacterial sommunity structure and putative nitrogen-cycling functional traits along a charosphere gradient under waterlogged conditions. Soil Biology and Biochemistry, 2021, 162: 108420 CrossRef
- He Z., Cai C., Wang J., Xu X., Zheng P., Jetten M.S.M., Hu B. A novel denitrifying methanotroph of the NC10 phylum and its microcolony. Sci. Rep., 2016, 6: 32241 CrossRef
- Lee S.A., Kim Y., Sang M.-K., Song J., Kwon S.-W., Weon H.-Y. Chryseolinea soli sp. nov., isolated from soil. J. Microbiol., 2019, 57: 122-126 CrossRef
- Wang J.-j., Chen Q., Li Y.-z. Chryseolinea Flava Sp. Nov., a new species of Chryseolinea isolated from soil. International Journal of Systematic and Evolutionary Microbiology, 2018, 68(11): 3518-3522 CrossRef
- Yakimov M.M., Merkel A.Y., Gaisin V.A., Pilhofer M., Messina E., Hallsworth J.E., Klyukina A.A., Tikhonova E.N., Gorlenko V.M. Cultivation of a vampire: ‘Candidatus Absconditicoccus Praedator’. Environmental Microbiology, 2022, 24(1): 30-49 CrossRef
- Fujii N., Kuroda K., Narihiro T., Aoi Y., Ozaki N., Ohashi A., Kindaichi T. Metabolic potential of the superphylum Patescibacteria reconstructed from activated sludge samples from a municipal wastewater treatment plant. Microbes and Environments, 2022, 37(3): ME22012 CrossRef
- Gladkov G.V., Kimeklis A.K., Orlova O.V., Lisina T.O., Aksenova T.S., Kichko A.A., Pinaev A.G., Andronov E.E. Taxonomic and metagenomic survey of a peat-based straw degrading bioferti lizer. Microorganisms, 2025, 13: 2830 CrossRef
- Bovio-Winkler P., Cabezas A., Etchebehere C. Unveiling the hidden diversity and functional role of Chloroflexota in full-scale wastewater treatment plants through genome-centric analyses. ISME Communications, 2024, 4(1): ycae050 CrossRef
- Lage O.M., Albuquerque L., Lobo-da Cunha A., da Costa M.S. Mariniblastus fucicola gen. nov., sp. nov. a novel planctomyceteassociated with macroalgae. International Journal of Systematic and Evolutionary Microbiology, 2017, 67(5): 1571-1576 CrossRef












