Abstract
Plant growth–promoting rhizobacteria (PGPR) can promote plant growth and development with several beneficial effects, especially in challenging environmental conditions, such as the presence of toxic contaminants. In this study, 49 isolates obtained from Trifolium sp. nodules growing on a Pb/Zn mine site were characterized for PGP traits including siderophores production, phosphate solubilization, extracellular enzymes production, and antifungal activity. The isolates were also screened for their ability to grow at increasing concentrations of NaCl and heavy metals, including lead, zinc, cobalt, copper, nickel, cadmium, and chromium. The findings of our study indicated that isolates Cupriavidus paucula RSCup01-RSCup08, Providencia rettgeri RSPro01, Pseudomonas putida RSPs01, Pseudomonas thivervalensis RSPs03-RSPs09, and Acinetobacter beijerinckii RSAci01 showed several key traits crucial for promoting plant growth, thus demonstrating the greatest potential. Most isolates displayed resistance to salt and heavy metals. Notably, Staphylococcus xylosus RSSta01, Pseudomonas sp. RSPs02, Micrococcus yunnanensis RSMicc01, and Kocuria dechangensis RSKoc01 demonstrated a significant capacity to grow at salt concentrations ranging from 10 to 20%, and isolates including Cupravidus paucula RSCup01-RSCup08 exhibited resistance to high levels of heavy metals, up to 1300 mg/L Pb++, 1200 mg/L Zn++, 1000 mg/L Ni++, 1000 mg/L Cd++, 500 mg/L Cu++, 400 mg/L Co++, and 50 mg/L CrVI+. Additionally, the analysis revealed that metal-resistant genes pbrA, czcD, and nccA were exclusively detected in the Cupriavidus paucula RSCup01 strain. The results of this study provide insights into the potential of plant growth-promoting rhizobacteria strains that might be used as inoculants to improve phytoremediation in heavy metal-contaminated soils.
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Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author (Sarah Rahal) upon reasonable request.
References
Abdel-Lateif, K. S. (2017). Isolation and characterization of heavy metals resistant Rhizobium isolates from different governorates in Egypt. African Journal of Biotechnology, 16, 643–647.
Abou-Shanab, R. A. I., Van Berkum, P., & Angle, J. S. (2007). Heavy metal resistance and genotypic analysis of metal resistance genes in gram-positive and gram-negative bacteria present in Ni-rich serpentine soil and in the rhizosphere of Alyssum murale. Chemosphere, 68, 360–367. https://doi.org/10.1016/j.chemosphere.2006.12.051
Admassie, M., Woldehawariat, Y., & Alemu, T. (2022). In vitro evaluation of extracellular enzyme activity and its biocontrol efficacy of bacterial isolates from pepper plants for the management of Phytophthora capsici. BioMed Research International, 2022, 6778352. https://doi.org/10.1155/2022/6778352
Alves, A. R. A., Yin, Q., Oliveira, R. S., Silva, E. F., & Novo, L. A. B. (2022). Plant growth-promoting bacteria in phytoremediation of metal-polluted soils: Current knowledge and future directions. Science of the Total Environment, 838, 156435. https://doi.org/10.1016/j.scitotenv.2022.156435
Arif, M. S., Shahzad, S. M., Yasmeen, T., Riaz, M., Ashraf, M., Ashraf, M. A., Mubarik, M. S., & Kausar, R. (2017). Improving plant phosphorus (P) acquisition by phosphate-solubilizing bacteria. In M. Naeem, A. Ansari, & S. Gill (Eds.), Essential plant nutrients (pp. 513–556). Springer.
Baati, H., Siala, M., Azri, C., Ammar, E., Dunlap, C., & Trigui, M. (2020). Resistance of a Halobacterium salinarum isolate from a solar saltern to cadmium, lead, nickel, zinc, and copper. Antonie Leeuwenhoek, 113, 1699–1711. https://doi.org/10.1007/s10482-020-01475-6
Balakrishnan, B., Sahu, B. K., Ranishree, J. K., Lourduraj, A. V., Nithyanandam, M., Packiriswamy, N., & Panchatcharam, P. (2017). Assessment of heavy metal concentrations and associated resistant bacterial communities in bulk and rhizosphere soil of Avicennia marina of Pichavaram mangrove India. Environmental Earth Sciences, 76(1), 58. https://doi.org/10.1007/s12665-016-6378-7
Barnawi, H., Masri, N., Hussain, N., Al-Lawati, B., Mayasari, E., Gulbicka, A., Jervis, A. J., Huang, M. H., Cavet, J. S., & Linton, D. (2020). RNA-based thermoregulation of a Campylobacter jejuni zinc resistance determinant. PLOS Pathogens, 16, e1009008. https://doi.org/10.1371/journal.ppat.1009008
Bhuiyan, M. A. H., Karmaker, S. C., Bodrud-Doza, M., Rakib, M. A., & Saha, B. B. (2021). Enrichment, sources and ecological risk mapping of heavy metals in agricultural soils of Dhaka district employing SOM PMF and GIS methods. Chemosphere, 263, 128339. https://doi.org/10.1016/j.chemosphere.2020.128339
Borremans, B., Hobman, J. L., Provoost, A., Brown, N. L., & van Der Lelie, D. (2001). Cloning and functional analysis of the pbr lead resistance determinant of Ralstonia metallidurans CH34. Journal of Bacteriology, 183, 5651–5658. https://doi.org/10.1128/JB.183.19.5651-5658.2001
Bravo, G., Vega-Celedón, P., Gentina, J. C., & Seeger, M. (2020). Bioremediation by Cupriavidus metallidurans strain MSR33 of mercury-polluted agricultural soil in a rotary drum bioreactor and its effects on nitrogen cycle microorganisms. Microorganisms, 8(12), 1952. https://doi.org/10.3390/microorganisms8121952
Butler, J., Kelly, S. D., Muddiman, K. J., Besinis, A., & Upton, M. (2022). Hospital sink traps as a potential source of the emerging multidrug-resistant pathogen Cupriavidus pauculus: Characterization and draft genome sequence of strain MF1. Journal of Medical Microbiology, 71(2), 001501. https://doi.org/10.1099/jmm.0.001501
Carrim, A. J. I., Barbosa, E. C., & Vieira, J. D. G. (2006). Enzymatic activity of endophytic bacterial isolates of Jacaranda decurrens Cham. (Carobinhado-campo). Brazilian Archives of Biology and Technology, 49, 353–359. https://doi.org/10.1590/S1516-89132006000400001
Corral, P., Amoozegar, M. A., & Ventosa, A. (2019). Halophiles and their biomolecules: Recent advances and future applications in biomedicine. Marine drugs, 18(1), 33. https://doi.org/10.3390/md18010033
Cui, H., Li, H., Zhang, S., Yi, Q., Zhou, J., Fang, G., & Zhou, J. (2020). Bioavailability and mobility of copper and cadmium in polluted soil after phytostabilization using different plants aided by limestone. Chemosphere, 242, 125252. https://doi.org/10.1016/j.chemosphere.2019.125252
Das, S., Dash, H. R., & Chakraborty, J. (2016). Genetic basis and importance of metal resistant genes in bacteria for bioremediation of contaminated environments with toxic metal pollutants. Applied Microbiology and Biotechnology, 100(7), 2967–2984. https://doi.org/10.1007/s00253-016-7364-4
El Alaoui, A., Raklami, A., Bechtaoui, N., El Gharmali, A., Ouhammou, A., Imziln, B., Achouak, W., Pajuelo, E., & Oufdou, K. (2021). Use of native plants and their associated bacteria rhizobiomes to remediate-restore Draa Sfar and Kettara mining sites. Environmental monitoring and assessment, Morocco 193(4), 232. https://doi.org/10.1007/s10661-021-08977-4
Emami, S., Alikhani, H. A., Pourbabaee, A. A., Etesami, H., Motasharezadeh, B., & Sarmadian, F. (2020). Consortium of endophyte and rhizosphere phosphate solubilizing bacteria improves phosphorous use efficiency in wheat cultivars in phosphorus deficient soils. Rhizosphere, 14, 100196. https://doi.org/10.1016/j.rhisph.2020.100196
Etesami, H. (2018). Bacterial mediated alleviation of heavy metal stress and decreased accumulation of metals in plant tissues: Mechanisms and future prospects. Ecotoxicology and Environmental Safety, 147, 175–191. https://doi.org/10.1016/j.ecoenv.2017.08.032
Etesami, H., & Maheshwari, D. K. (2018). Use of plant growth promoting rhizobacteria (PGPRs) with multiple plant growth promoting traits in stress agriculture: Action mechanisms and future prospects. Ecotoxicology and Environmental Safety, 156, 225–246. https://doi.org/10.1016/j.ecoenv.2018.03.013
Fahraeus, G. (1957). The infection of clover root hairs by nodule bacteria studied by a simple glass slide technique. Journal of General Microbiology, 16, 374–381.
Fan, M., Liu, Z., Nan, L., Wang, E., Chen, W., Lin, Y., & Wei, G. (2018). Isolation, characterization, and selection of heavy metal-resistant and plant growth-promoting endophytic bacteria from root nodules of Robinia pseudoacacia in a Pb/Zn mining area. Microbiological Research, 217, 51–59. https://doi.org/10.1016/j.micres.2018.09.002
Guo, H., Luo, S., Chen, L., Xiao, X., Xi, Q., Wei, W., Zeng, G., Liu, C., Wan, Y., Chen, J., & He, Y. (2010). Bioremediation of heavy metals by growing hyperaccumulator endophytic bacterium Bacillus sp. L14. Bioresource Technology, 101, 8599–8605. https://doi.org/10.1016/j.biortech.2010.06.085
Gupta, R., Gigras, P., Mohapatra, H., Goswami, V. K., & Chauhan, B. (2003). Microbial αAmylases: a biotechnological perspective. Process Biochemistry, 38, 1599–1616. https://doi.org/10.1016/S0032-9592(03)00053-0
Gupta, P., Samant, K., & Sahu, A. (2012). Isolation of cellulose-degrading bacteria and determination of their cellulolytic potential. International Journal of Microbiology, 2012, 578925. https://doi.org/10.1155/2012/578925
Habibi, S., Djedidi, S., Ohkama-Ohtsu, N., Sarhadi, W. A., Kojima, K., Rallos, R. V., Ramirez, M. D. A., Yamaya, H., Sekimoto, H., & Yokoyama, T. (2019). Isolation and screening of indigenous plant growth-promoting rhizobacteria from different rice cultivars in Afghanistan soils. Microbes and Environments, 34, 347–355. https://doi.org/10.1264/jsme2.ME18168
Hashem, A., Tabassum, B., Allah, Fathi Abd, & E. (2019). Bacillus subtilis: A plant-growth promoting rhizobacterium that also impacts biotic stress. Saudi Journal of Biological Sciences, 26, 1291–1297. https://doi.org/10.1016/j.sjbs.2019.05.004
Hossain, M. M., Sultana, F., Li, W., Tran, L. P., & Mostofa, M. G. (2023). Sclerotinia sclerotiorum (Lib.) de Bary: Insights into the pathogenomic features of a global pathogen. Cells, 12(7), 1063. https://doi.org/10.3390/cells12071063
Hu, X., & Chen, H. (2023). Phosphate solubilizing microorganism: A green measure to effectively control and regulate heavy metal pollution in agricultural soils. Frontiers in Microbiology, 14, 1193670. https://doi.org/10.3389/fmicb.2023.1193670
Jabborova, D., Annapurna, K., Fayzullaeva, M., Sulaymonov, K., Kadirova, D., & Jabbarov, Z. (2020). Isolation and characterization of endophytic bacteria from ginger (Zingiber officinale Rosc.). Annals of Phytomedicine, 9(1), 116–121.
Jach, M. E., Sajnaga, E., & Ziaja, M. (2022). Utilization of legume-nodule bacterial symbiosis in phytoremediation of heavy metal-contaminated soils. Biology (Basel), 11(5), 676. https://doi.org/10.3390/biology11050676
Jahan, R., Siddique, S. S., Jannat, R., & Hossain, M. M. (2022). Cosmos white rot: First characterization, physiology, host range, disease resistance, and chemical control. Journal of Basic Microbiology, 62, 911–929. https://doi.org/10.1002/jobm.202200098
Jayaram, S., Ayyasamy, P. M., Aishwarya, K. P., Devi, M. P., & Rajakumar, S. (2022). Mechanism of microbial detoxification of heavy metals: A review. Journal of Pure and Applied Microbiology, 16(3), 1562–1574. https://doi.org/10.22207/JPAM.16.3.64
Jiang, J., Pan, C., Xiao, A., Yang, X., & Zhang, G. (2017). Isolation, identification, and environmental adaptability of heavy-metal-resistant bacteria from ramie rhizosphere soil around mine refinery. 3 Biotech, 7(1), 5.
Kavitha, S., Adish, K. S., Yogalakshmi, K. N., Kaliappan, S., & Banu, J. R. (2013). Effect of enzyme secreting bacterial pretreatment on enhancement of aerobic digestion potential of waste activated sludge interceded through EDTA. Bioresource technology, 150, 210–219. https://doi.org/10.1016/j.biortech.2013.10.021
Luo, C., Liu, C., Wang, Y., Liu, X., Li, F., Zhang, G., & Li, X. (2011). Heavy metal contamination in soils and vegetables near an e-waste processing site, south China. Journal of Hazardous Materials, 186, 481–90. https://doi.org/10.1016/j.jhazmat.2010.11.024
Madline, A., Benidire, L., & Boularbah, A. (2021). Alleviation of salinity and metal stress using plant growth-promoting rhizobacteria isolated from semiarid Moroccan copper-mine soils. Environmental Science and Pollution Research, 47, 67185–67202. https://doi.org/10.1007/s11356-021-15168-8
Manoj, S. R., Karthik, C., Kadirvelu, K., Arulselvi, P. I., Shanmugasundaram, T., Bruno, B., & Rajkumar, M. (2020). Understanding the molecular mechanisms for the enhanced phytoremediation of heavy metals through plant growth promoting rhizobacteria: A review. Journal of Environmental Management, 254, 109779. https://doi.org/10.1016/j.jenvman.2019.109779
Martinez-Rodriguez Jdel, C., De la Mora-Amutio, M., Plascencia-Correa, L. A., Audelo-Regalado, E., Guardado, F. R., Hernández-Sánchez, E., Peña-Ramírez, Y. J., Escalante, A., Beltrán-García, M. J., & Ogura, T. (2015). Cultivable endophytic bacteria from leaf bases of Agave tequilana and their role as plant growth promoters. Brazilian Journal of Microbiology, 45(4), 1333–9. https://doi.org/10.1590/s1517-83822014000400025
Merdas, B. (2006). Contribution to the geological study of the mineralizations of the Hammam N’bail region (North East Algeria), Dissertation. USTHB.
Mergeay, M., Monchy, S., Vallaeys, T., Auqier, V., Benotmane, A., Bertin, P., Taghavi, S., Dunn, J., Van der Lelie, D., & Wattiez, R. (2003). Ralstonia metallidurans, a bacterium specifically adapted to toxic metals: Towards a catalogue of metal-responsive genes. FEMS Microbiology Reviews, 27, 385–410. https://doi.org/10.1016/S0168-6445(03)00045-7
Mitra, S., Chakraborty, A. J., Tareq, A. M., Talha BinEmran, T., Nainu, F., Khusro, A., Abubakr, M., Idris, A. M., Khandaker, M. U., Osman, M. U., Alhumaydhi, F. A., & Simal-Gandara, J. (2022). Impact of heavy metals on the environment and human health: Novel therapeutic insights to counter the toxicity. Journal of King Saud University, 34, 101865. https://doi.org/10.1016/j.jksus.2022.101865
Monchy, S., Benotmane, M., Janssen, P., Vallaeys, T., Taghavi, S., van der Lelie, D., & Mergeay, M. (2007). Plasmids pMOL28 and pMOL30 of Cupriavidus metallidurans are specialized in the maximal viable response to heavy metals. Journal of Bacteriology, 189, 7417–7425. https://doi.org/10.1128/JB.00375-07
Monsieurs, P., Moors, H., Van Houdt, R., Janssen, R. P., Janssen, A., Coninx, I., Mergeay, M., & Ley, N. (2011). Heavy metal resistance in Cupriavidus metallidurans CH34 is governed by an intricate transcriptional network. Biometals, 24, 1133–1151. https://doi.org/10.1007/s10534-011-9473-y
Narayanan, M., & Ma, Y. (2023). Metal tolerance mechanisms in plants and microbe-mediated bioremediation. Environmental Research, 222, 115413. https://doi.org/10.1016/j.envres.2023.115413
Oleńska, E., Małek, W., Sujkowska-Rybkowska, M., Szopa, S., Włostowski, T., Aleksandrowicz, O., Swiecicka, I., Wójcik, M., Thijs, S., & Vangronsveld, J. (2022). An alliance of Trifolium repens-Rhizobium leguminosarum bv. trifolii-mycorrhizal fungi from an old Zn-Pb-Cd rich waste heap as a promising tripartite system for phytostabilization of metal polluted soils. Frontiers in Microbiology, 13, 853407. https://doi.org/10.3389/fmicb.2022.853407
Oleńska, E., Małek, W., Wójcik, M., Szopa, S., Swiecicka, I., Aleksandrowicz, O., Włostowski, T., Zawadzka, W., Sillen, W. M. A., Vangronsveld, J., Cholakova, I., Langill, T., & Thijs, S. (2023). Bacteria associated with Zn-hyperaccumulators Arabidopsis halleri and Arabidopsis arenosa from Zn-Pb-Cd waste heaps in Poland as promising tools for bioremediation. Scientific Reports, 13(1), 12606. https://doi.org/10.1038/s41598-023-39852-6
Orji, O. U., Awoke, J. N., Aja, P. M., Aloke, C., Obasi, O. D., Alum, E. U., Udu-Ibiam, O. E., & Oka, G. O. (2021). Halotolerant and metalotolerant bacteria strains with heavy metals biorestoration possibilities isolated from Uburu Salt Lake, Southeastern. Nigeria. Heliyon, 7(7), e07512. https://doi.org/10.1016/j.heliyon.2021.e07512
Oziegbe, O., Oluduro, A. O., Oziegbe, E. J., Ahuekwe, E. F., & Olorunsola, S. J. (2021). Assessment of heavy metal bioremediation potential ofbacterial isolates from landfill soils. Saudi Journal of Biological Sciences, 28(7), 3948–3956. https://doi.org/10.1016/j.sjbs.2021.03.072
Pikovskaya, R. I. (1948). Mobilization of phosphorus in soil connection with the vital activity of some microbial species. Microbiology, 17, 362–370.
Rahal, S., & Chekireb, D. (2021). Diversity of rhizobia and non-rhizobia endophytes isolated from root nodules of Trifolium sp. growing in lead and zinc mine site Guelma Algeria. Archives of Microbiology, 203, 3839–3849. https://doi.org/10.1007/s00203-021-02362-y
Roman-Ponce, B., Ramos-Garza, J., Vásquez-Murrieta, M. S., RiveraOrduña, F. N., Chen, W. F., Yan, J., & Wang, E. T. (2016). Cultivable endophytic bacteria from heavy metal(loid)-tolerant plants. Archives of microbiology, 198, 941–956. https://doi.org/10.1007/s00203-016-1252-2
Rubio-Santiago, J., Hernández-Morales, A., Rolón-Cárdenas, G. A., Arvizu-Gómez, J. L., Soria-Guerra, R. E., Carranza-Álvarez, C., Rubio-Salazar, J. E., Rosales-Loredo, S., Pacheco-Aguilar, J. R., Macías-Pérez, J. R., Aldaba-Muruato, L. R., & Vázquez-Martínez, J. (2023). Characterization of endophytic bacteria isolated from Typha latifolia and their effect in plants exposed to either Pb or Cd. Plants, 12(3), 498. https://doi.org/10.3390/plants12030498
Salih, L. I. F., Rasheed, R. O., & Muhammed, S. M. (2023). Raoultella ornithinolytica as a potential candidate for bioremediation of heavy metal from contaminated environments. Journal of Microbiology and Biotechnology, 33(7), 895–908. https://doi.org/10.4014/jmb.2212.12045
Schwyn, B., & Neilands, J. B. (1987). Universal chemical assay for the detection and determination of siderophores. Analytical biochemistry, 160, 47–56. https://doi.org/10.1016/0003-2697(87)90612-9
Shi, Z., Zhang, Z., Yuan, M., Wang, S., Yang, M., & Yao, Q. (2020). Characterization of a high cadmium accumulating soil bacterium, Cupriavidus sp. WS2. Chemosphere, 247, 125834. https://doi.org/10.1016/j.chemosphere.2020.125834
Sierra, G. (1957). A simple method for the detection of lipolytic activity of micro-organisms and some observations on the influence of the contact between cells and fatty substrates. Antonie Van Leeuwenhoek, 23, 15–22. https://doi.org/10.1007/BF02545855
Singh, S. K., Singh, P. P., Gupta, A., Singh, A. K., & Keshri, J. (2019). Tolerance of heavy metal toxicity using PGPR strains of Pseudomonas species. PGPR amelioration in sustainable agriculture (pp. 239–252). Elsevier.
Somasegaran, P., & Hoben, H. J. (1994). Handbook for rhizobia, methods. Legume-rhizobium technology (pp. 240–58). New York: Springer-Verlag.
Timofeeva, A. M., Galyamova, M. R., & Sedykh, S. E. (2022). Bacterial siderophores: Classification, biosynthesis, perspectives of use in agriculture. Plants, 11(22), 3065. https://doi.org/10.3390/plants11223065
Tsegaye, Z., Yimam, M., Bekele, D., Chaniyalew, S., & Assefa, F. (2019). Characterization and identification of native plant growth-promoting bacteria colonizing Tef (Eragrostis Tef) rhizosphere during the flowering stage for a production of bio inoculants. Biomedical Journal of Scientific & Technical Research, 22, 16444–16455. https://doi.org/10.26717/BJSTR.2019.21.003710
Vocciante, M., Grifoni, M., Fusini, D., Petruzzelli, G., & Franchi, E. (2022). The Role of plant growth-promoting rhizobacteria (PGPR) in mitigating plant’s environmental stresses. Applied sciences, 12, 1231. https://doi.org/10.3390/app12031231
Wales, A. D., & Davies, R. H. (2015). Co-selection of resistance to antibiotics, biocides and heavy metals, and its relevance to foodborne pathogens. Antibiotics, 4, 567–604. https://doi.org/10.3390/antibiotics4040567
Wang, L., Lin, H., Dong, Y., He, Y., & Liu, C. (2018). Isolation of vanadium resistance endophytic bacterium PRE01 from Pteris vittata in stone coal smelting district and characterization for potential use in phytoremediation. Journal of Hazardous Materials, 341, 1–9. https://doi.org/10.1016/j.jhazmat.2017.07.036
Wang, Y., Zhang, G., Huang, Y., Guo, M., Song, J., Zhang, T., Long, Y., Wang, B., & Liu, H. (2022). A potential biofertilizer-siderophilic bacteria isolated from the rhizosphere of Paris polyphylla var. yunnanensis. Frontiers in Microbiology, 13, 870413. https://doi.org/10.3389/fmicb.2022.870413
Yi, S., Li, F., Wu, C., Wei, M., Tian, J., & Ge, F. (2022). Synergistic leaching of heavy metal-polycyclic aromatic hydrocarbon in co-contaminated soil by hydroxamate siderophore: Role of cation-pi and chelation. Journal of Hazardous Materials, 424, 127514. https://doi.org/10.1016/j.jhazmat.2021.127514
Zeng, W., Zhang, S., Xia, M., Wu, X., Qiu, G., & Shen, L. (2020). Insights into the production of extracellular polymeric substances of Cupriavidus pauculus 1490 under the stimulation of heavy metal ions. RSC Advances, 10, 20385–20394. https://doi.org/10.1039/c9ra10560c
Zhang, D., Yu, S., Yang, Y., Zhang, J., Zhao, D., Pan, Y., Fan, S., Yang, Z., & Zhu, J. (2020). Antifungal effects of volatiles produced by Bacillus subtilis against Alternaria solani in potato. Frontiers in Microbiology, 11, 1196. https://doi.org/10.3389/fmicb.2020.01196
Zhao, X. Q., Wang, R. C., Lu, X. C., Lu, J. J., Li, J., & Hu, H. (2012). Tolerance and biosorption of heavy metals by Cupriavidus metallidurans strain XXKD-1 isolated from a subsurface laneway in the Qixiashan Pb-Zn sulfide minery in Eastern China. Geomicrobiology Journal, 29, 274–286. https://doi.org/10.1080/01490451.2011.619637
Acknowledgements
We are grateful to Benjamin Gourion for hosting Sarah Rahal in the Laboratory of Plant-Microbe Interactions (LIPM), for his help in the experiments, and for his extremely useful advice throughout this research. The authors would also like to thank Claire Benezech for her help and advice.
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This work was supported by the Ministry of Higher Education and Scientific Research of Algeria. The funding bodies had no role in the design of the study and collection, analysis, and interpretation of data, or in writing the manuscript.
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Sarah Rahal conducted all the tests and experiments for this article and authored it. Belkis Menaa assisted with some tests and contributed to the writing of the article. Djamel Chekireb provided valuable input for the article's revision and correction.
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Rahal, S., Menaa, B. & Chekireb, D. Screening of heavy metal-resistant rhizobial and non-rhizobial microflora isolated from Trifolium sp. growing in mining areas. Environ Monit Assess 196, 283 (2024). https://doi.org/10.1007/s10661-024-12445-0
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DOI: https://doi.org/10.1007/s10661-024-12445-0