The Influence of Plant Growth-Promoting Bacteria and Humic Substances on the Rooting of Black Poplar (Populus nigra L.) Cuttings
Abstract
1. Introduction
2. Results
3. Discussion
4. Materials and Methods
4.1. Plant Growth Conditions and Treatments
4.2. Bacterial Strain and Cultural Media
4.3. Measurement of the Content of Plant Hormones in the Culture Liquid Using High-Performance Liquid Chromatography–Mass Spectrometry (HPLC-MS)
4.4. Extraction of Humic Substances
4.5. Extraction of IAA and ABA and Their Immunoassay
4.6. Gene Expression Analysis
4.7. Statistics
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| PGPR | plant growth-promoting bacteria |
| HSs | humic substances |
| IAA | indole-3-acetic acid |
| ABA | abscisic acid |
| RGF | root growth factor |
| CFU | colony-forming units |
| HPLC-MS | High Performance Liquid Chromatography–Mass Spectrometry |
| ESI | electrospray ionization |
| RT PCR | real-time polymerase chain reaction |
References
- Kutsokon, N.K.; Jose, S.; Holzmueller, E. A Global Analysis of Temperature Effects on Populus Plantation Production Potential. Am. J. Plant Sci. 2015, 6, 23–33. [Google Scholar] [CrossRef]
- Davis, J.M. Genetic Improvement of Poplar (Populus spp.) as a Bioenergy Crop. In Genetic Improvement of Bioenergy Crops; Vermerris, W., Ed.; Springer: New York, NY, USA, 2008; pp. 397–419. [Google Scholar]
- Pleguezuelo, C.R.R.; Zuazo, V.H.D.; Bielders, C.; Bocanegra, J.A.J.; PereaTorres, F.; Martínez, J.R.F. Bioenergy Farming Using Woody Crops. A Review. Agron. Sustain. Dev. 2015, 35, 95–119. [Google Scholar] [CrossRef]
- Berhongaray, G.; Cotrufo, F.M.; Janssens, I.A.; Ceulemans, R. Below-Ground Carbon Inputs Contribute More than above-Ground Inputs to Soil Carbon Accrual in a Bioenergy Poplar Plantation. Plant Soil 2019, 434, 363–378. [Google Scholar] [CrossRef]
- Sabatti, M.; Fabbrini, F.; Harfouche, A.; Beritognolo, I.; Mareschi, L.; Carlini, M.; Paris, P.; Scarascia-Mugnozza, G. Evaluation of Biomass Production Potential and Heating Value of Hybrid Poplar Genotypes in a Short-Rotation Culture in Italy. Ind. Crops Prod. 2014, 61, 62–73. [Google Scholar] [CrossRef]
- Lamerre, J.; Schwarz, K.-U.; Langhof, M.; Von Wühlisch, G.; Greef, J.-M. Productivity of Poplar Short Rotation Coppice in an Alley-Cropping Agroforestry System. Agrofor. Syst. 2015, 89, 933–942. [Google Scholar] [CrossRef]
- Saulino, L.; Allevato, E.; Todaro, L.; Rossi, S.; Bonanomi, G.; Saracino, A. Comparative Study of Hybrid and Wild Black Poplar Genotypes in the First Three-Year Cycle of Multi-Stem Short-Rotation Coppice. Biomass Bioenergy 2019, 122, 17–27. [Google Scholar] [CrossRef]
- Štochlová, P.; Novotná, K.; Costa, M.; Rodrigues, A. Biomass Production of Poplar Short Rotation Coppice over Five and Six Rotations and Its Aptitude as a Fuel. Biomass Bioenergy 2019, 122, 183–192. [Google Scholar] [CrossRef]
- Šiaudinis, G.; Jasinskas, A.; Karčauskienė, D.; Repšienė, R. The Effect of Liming and Nitrogen Application on Common Osier and Black Poplar Biomass Productivity and Determination of Biofuel Quality Indicators. Renew. Energy 2020, 152, 1035–1040. [Google Scholar] [CrossRef]
- Lin, Y.-C.; Wang, J.; Delhomme, N.; Schiffthaler, B.; Sundström, G.; Zuccolo, A.; Nystedt, B.; Hvidsten, T.R.; De La Torre, A.; Cossu, R.M.; et al. Functional and Evolutionary Genomic Inferences in Populus through Genome and Population Sequencing of American and European Aspen. Proc. Natl. Acad. Sci. USA 2018, 115, E10970–E10978. [Google Scholar] [CrossRef] [PubMed]
- Yu, Y.; Meng, N.; Chen, S.; Zhang, H.; Liu, Z.; Wang, Y.; Jing, Y.; Wang, Y.; Chen, S. Transcriptomic Profiles of Poplar (Populus Simonii × P. Nigra) Cuttings during Adventitious Root Formation. Front. Genet. 2022, 13, 968544. [Google Scholar] [CrossRef]
- Bobinev, B.N.; Pak, L.N.; Banshchikova, E.A. Experience of Growing Black Poplar Seedlings from Cuttings in the Trans-Baikal Territory. Adv. Mod. Nat. Sci. Russ. 2015, 1, 39–44. (In Russian). Available online: https://natural-sciences.ru/ru/article/view?id=34774 (accessed on 12 January 2026).
- Pallardy, S.G.; Gibbins, D.E.; Rhoads, J.L. Biomass Production by Two-Year-Old Poplar Clones on Floodplain Sites in the Lower Midwest, USA. Agrofor. Syst. 2003, 59, 21–26. [Google Scholar] [CrossRef]
- Kovacevic, B.; Klasnja, B.; Katanic, M. The Effect of Clone, Length of Cutting and Top Bud Position versus Soil Surface on Rooting of Black Poplar Cuttings. In Proceedings of the 15th European Biomass Conferenece and Exhibition: Biomass for Energy, Industry and Climate Protection, Berlin, Germany, 7 May 2007; pp. 587–589. [Google Scholar]
- Branislav, K.; Savo, R.; Dragana, M.; Petar, I.; Marina, K. Early Shoot and Root Growth Dynamics as Indicators for the Survival of Black Poplar Cuttings. New For. 2009, 38, 177–185. [Google Scholar] [CrossRef]
- Zhao, X.; Zheng, H.; Li, S.; Yang, C.; Jiang, J.; Liu, G. The Rooting of Poplar Cuttings: A Review. New For. 2014, 45, 21–34. [Google Scholar] [CrossRef]
- Nazarov, A.; Chetverikov, S.; Chetverikova, D.; Tuktarova, I.; Ivanov, R.; Urazgildin, R.; Garankov, I.; Kudoyarova, G. Microbial Preparations Combined with Humic Substances Improve the Quality of Tree Planting Material Needed for Reforestation to Increase Carbon Sequestration. Sustainability 2023, 15, 7709. [Google Scholar] [CrossRef]
- Ranjan, A.; Perrone, I.; Alallaq, S.; Singh, R.; Rigal, A.; Brunoni, F.; Chitarra, W.; Guinet, F.; Kohler, A.; Martin, F.; et al. Molecular Basis of Differential Adventitious Rooting Competence in Poplar Genotypes. J. Exp. Bot. 2022, 73, 4046–4064. [Google Scholar] [CrossRef] [PubMed]
- Bannoud, F.; Bellini, C. Adventitious Rooting in Populus Species: Update and Perspectives. Front. Plant Sci. 2021, 12, 668837. [Google Scholar] [CrossRef] [PubMed]
- Plante, P.-M.; Rivest, D.; Vézina, A.; Vanasse, A. Root Distribution of Different Mature Tree Species Growing on Contrasting Textured Soils in Temperate Windbreaks. Plant Soil 2014, 380, 429–439. [Google Scholar] [CrossRef]
- Liu, P.; Zhang, S.; Wang, X.; Du, Y.; He, Q.; Zhang, Y.; Shen, L.; Hu, H.; Zhang, G.; Li, X. Adventitious Root Formation in Cuttings: Insights from Arabidopsis and Prospects for Woody Plants. Biomolecules 2025, 15, 1089. [Google Scholar] [CrossRef]
- Lesmes-Vesga, R.A.; Chaparro, J.X.; Sarkhosh, A.; Ritenour, M.A.; Cano, L.M.; Rossi, L. Effect of Propagation Systems and Indole-3-Butyric Acid Potassium Salt (K-IBA) Concentrations on the Propagation of Peach Rootstocks by Stem Cuttings. Plants 2021, 10, 1151. [Google Scholar] [CrossRef]
- Nazarov, A.; Chetverikov, S.; Timergalin, M.; Ivanov, R.; Ryazanova, N.; Shigapov, Z.; Tuktarova, I.; Urazgildin, R.; Kudoyarova, G. Improving Tree Seedling Quality Using Humates Combined with Bacteria to Address Decarbonization Challenges through Forest Restoration. Plants 2024, 13, 1452. [Google Scholar] [CrossRef]
- Costa, G.; Labrousse, P.; Bodin, C.; Lhernould, S.; Carlué, M.; Krausz, P.; Authier, F. Effects of Humic Substances on the Rooting and Development of Woody Plant Cuttings. Acta Hortic. 2008, 779, 255–262. [Google Scholar] [CrossRef]
- Erturk, Y.; Ercisli, S.; Haznedar, A.; Cakmakci, R. Effects of Plant Growth Promoting Rhizobacteria (PGPR) on Rooting and Root Growth of Kiwifruit (Actinidia Deliciosa) Stem Cuttings. Biol. Res. 2010, 43, 91–98. [Google Scholar] [CrossRef] [PubMed]
- Canellas, L.P.; Olivares, F.L.; Okorokova-Façanha, A.L.; Façanha, A.R. Humic Acids Isolated from Earthworm Compost Enhance Root Elongation, Lateral Root Emergence, and Plasma Membrane H+-ATPase Activity in Maize Roots. Plant Physiol. 2002, 130, 1951–1957. [Google Scholar] [CrossRef] [PubMed]
- Van Tol De Castro, T.A.; Berbara, R.L.L.; Tavares, O.C.H.; Mello, D.F.D.G.; Pereira, E.G.; Souza, C.D.C.B.D.; Espinosa, L.M.; García, A.C. Humic Acids Induce a Eustress State via Photosynthesis and Nitrogen Metabolism Leading to a Root Growth Improvement in Rice Plants. Plant Physiol. Biochem. 2021, 162, 171–184. [Google Scholar] [CrossRef] [PubMed]
- Nabi, F.; Sarfaraz, A.; Kama, R.; Kanwal, R.; Li, H. Structure-Based Function of Humic Acid in Abiotic Stress Alleviation in Plants: A Review. Plants 2025, 14, 1916. [Google Scholar] [CrossRef]
- Atero-Calvo, S.; Magro, F.; Masetti, G.; Navarro-León, E.; Albacete, A.; Ruiz, J.M. The Effects of Humic Substances Application on the Phytohormone Profile in Lactuca sativa L. Ann. Appl. Biol. 2025, 186, 115–124. [Google Scholar] [CrossRef]
- Olivares, F.L.; Busato, J.G.; De Paula, A.M.; Da Silva Lima, L.; Aguiar, N.O.; Canellas, L.P. Plant Growth Promoting Bacteria and Humic Substances: Crop Promotion and Mechanisms of Action. Chem. Biol. Technol. Agric. 2017, 4, 30. [Google Scholar] [CrossRef]
- Da Silva, M.S.R.D.A.; Dos Santos, B.D.M.S.; Da Silva, C.S.R.D.A.; Da Silva, C.S.R.D.A.; Antunes, L.F.D.S.; Dos Santos, R.M.; Santos, C.H.B.; Rigobelo, E.C. Humic Substances in Combination With Plant Growth-Promoting Bacteria as an Alternative for Sustainable Agriculture. Front. Microbiol. 2021, 12, 719653. [Google Scholar] [CrossRef]
- Gomes, G.L.B.; Scortecci, K.C. Auxin and Its Role in Plant Development: Structure, Signalling, Regulation and Response Mechanisms. Plant Biol. 2021, 23, 894–904. [Google Scholar] [CrossRef]
- Emenecker, R.J.; Strader, L.C. Auxin-Abscisic Acid Interactions in Plant Growth and Development. Biomolecules 2020, 10, 281. [Google Scholar] [CrossRef]
- Rowe, J.H.; Topping, J.F.; Liu, J.; Lindsey, K. Abscisic Acid Regulates Root Growth under Osmotic Stress Conditions via an Interacting Hormonal Network with Cytokinin, Ethylene and Auxin. New Phytol. 2016, 211, 225–239. [Google Scholar] [CrossRef]
- An, H.; Zhang, J.; Xu, F.; Jiang, S.; Zhang, X. Transcriptomic Profiling and Discovery of Key Genes Involved in Adventitious Root Formation from Green Cuttings of Highbush Blueberry (Vaccinium corymbosum L.). BMC Plant Biol. 2020, 20, 182. [Google Scholar] [CrossRef]
- Shinohara, H. Root Meristem Growth Factor RGF, a Sulfated Peptide Hormone in Plants. Peptides 2021, 142, 170556. [Google Scholar] [CrossRef] [PubMed]
- Jourquin, J.; Fernandez, A.I.; Wang, Q.; Xu, K.; Chen, J.; Šimura, J.; Ljung, K.; Vanneste, S.; Beeckman, T. GOLVEN Peptides Regulate Lateral Root Spacing as Part of a Negative Feedback Loop on the Establishment of Auxin Maxima. J. Exp. Bot. 2023, 74, 4031–4049. [Google Scholar] [CrossRef]
- Overvoorde, P.; Fukaki, H.; Beeckman, T. Auxin Control of Root Development. Cold Spring Harb. Perspect. Biol. 2010, 2, a001537. [Google Scholar] [CrossRef]
- Nguyen, T.-N.; Tuan, P.A.; Mukherjee, S.; Son, S.; Ayele, B.T. Hormonal Regulation in Adventitious Roots and during Their Emergence under Waterlogged Conditions in Wheat. J. Exp. Bot. 2018, 69, 4065–4082. [Google Scholar] [CrossRef] [PubMed]
- Tikhonov, V.V.; Yakushev, A.V.; Zavgorodnyaya, Y.A.; Byzov, B.A.; Demin, V.V. Effects of Humic Acids on the Growth of Bacteria. Eurasian Soil Sci. 2010, 43, 305–313. [Google Scholar] [CrossRef]
- Feoktistova, A.; Bakaeva, M.; Timergalin, M.; Chetverikova, D.; Kendjieva, A.; Rameev, T.; Hkudaygulov, G.; Nazarov, A.; Kudoyarova, G.; Chetverikov, S. Effects of Humic Substances on the Growth of Pseudomonas Plecoglossicida 2,4-D and Wheat Plants Inoculated with This Strain. Microorganisms 2022, 10, 1066. [Google Scholar] [CrossRef]
- Wang, S.; Sun, G.; Luo, Y.; Qian, W.; Fan, K.; Ding, Z.; Hu, J. Role of IAA and Primary Metabolites in Two Rounds of Adventitious Root Formation in Softwood Cuttings of Camellia sinensis (L.). Agronomy 2022, 12, 2486. [Google Scholar] [CrossRef]
- Robinson, A.L.; Lee, H.J.; Ryu, D. Polyvinylpolypyrrolidone Reduces Cross-Reactions between Antibodies and Phenolic Compounds in an Enzyme-Linked Immunosorbent Assay for the Detection of Ochratoxin A. Food Chem. 2017, 214, 47–52. [Google Scholar] [CrossRef]
- Backer, R.; Rokem, J.S.; Ilangumaran, G.; Lamont, J.; Praslickova, D.; Ricci, E.; Subramanian, S.; Smith, D.L. Plant Growth-Promoting Rhizobacteria: Context, Mechanisms of Action, and Roadmap to Commercialization of Biostimulants for Sustainable Agriculture. Front. Plant Sci. 2018, 9, 1473. [Google Scholar] [CrossRef] [PubMed]
- Pantoja-Guerra, M.; Valero-Valero, N.; Ramírez, C.A. Total Auxin Level in the Soil–Plant System as a Modulating Factor for the Effectiveness of PGPR Inocula: A Review. Chem. Biol. Technol. Agric. 2023, 10, 6. [Google Scholar] [CrossRef]
- Bailly, A.; Weisskopf, L. The Modulating Effect of Bacterial Volatiles on Plant Growth: Current Knowledge and Future Challenges. Plant Signal. Behav. 2012, 7, 79–85. [Google Scholar] [CrossRef] [PubMed]
- Ortiz-García, P.; González Ortega-Villaizán, A.; Onejeme, F.C.; Müller, M.; Pollmann, S. Do Opposites Attract? Auxin-Abscisic Acid Crosstalk: New Perspectives. Int. J. Mol. Sci. 2023, 24, 3090. [Google Scholar] [CrossRef] [PubMed]
- Zeng, Y.; Verstraeten, I.; Trinh, H.K.; Heugebaert, T.; Stevens, C.V.; Garcia-Maquilon, I.; Rodriguez, P.L.; Vanneste, S.; Geelen, D. Arabidopsis Hypocotyl Adventitious Root Formation Is Suppressed by ABA Signaling. Genes 2021, 12, 1141. [Google Scholar] [CrossRef]
- Akhtyamova, Z.; Arkhipova, T.; Martynenko, E.; Nuzhnaya, T.; Kuzmina, L.; Kudoyarova, G.; Veselov, D. Growth-Promoting Effect of Rhizobacterium (Bacillus Subtilis IB22) in Salt-Stressed Barley Depends on Abscisic Acid Accumulation in the Roots. Int. J. Mol. Sci. 2021, 22, 10680. [Google Scholar] [CrossRef]
- Kraft, M.; Kuglitsch, R.; Kwiatkowski, J.; Frank, M.; Grossmann, K. Indole-3-Acetic Acid and Auxin Herbicides up-Regulate 9-Cis-Epoxycarotenoid Dioxygenase Gene Expression and Abscisic Acid Accumulation in Cleavers (Galium Aparine): Interaction with Ethylene. J. Exp. Bot. 2007, 58, 1497–1503. [Google Scholar] [CrossRef]
- Vysotskaya, L.; Martynenko, E.; Ryabova, A.; Kuzmina, L.; Starikov, S.; Chetverikov, S.; Gaffarova, E.; Kudoyarova, G. The Growth-Inhibitory Effect of Increased Planting Density Can Be Reduced by Abscisic Acid-Degrading Bacteria. Biomolecules 2023, 13, 1668. [Google Scholar] [CrossRef]
- Souza, A.C.; Olivares, F.L.; Peres, L.E.P.; Piccolo, A.; Canellas, L.P. Plant Hormone Crosstalk Mediated by Humic Acids. Chem. Biol. Technol. Agric. 2022, 9, 29. [Google Scholar] [CrossRef]
- Finkelstein, R. Abscisic Acid Synthesis and Response. Arab. Book 2013, 11, e0166. [Google Scholar] [CrossRef] [PubMed]
- Yao, C.; Finlayson, S.A. Abscisic Acid Is a General Negative Regulator of Arabidopsis Axillary Bud Growth. Plant Physiol. 2015, 169, 611–626. [Google Scholar] [CrossRef]
- Gurme, S.T.; Ahire, M.L.; Mundada, P.S. Signaling Crosstalk between Auxins—Abscisic Acid in Plant Defense, Growth, and Development. In Hormonal Cross-Talk, Plant Defense and Development; Elsevier: Amsterdam, The Netherlands, 2023; pp. 87–100. [Google Scholar]
- Jeon, B.W.; Kim, J. Role of LBD14 during ABA-Mediated Control of Root System Architecture in Arabidopsis. Plant Signal. Behav. 2018, 13, e1507405. [Google Scholar] [CrossRef]
- Raymond, R.L. Microbial Oxidation of N-Paraffinic Hydrocarbons. Dev. Ind. Microbiol. 1961, 2, 23–32. [Google Scholar] [CrossRef]
- Veselov, S.Y.; Kudoyarova, G.R.; Egutkin, N.L.; Gyuli-Zade, V.Z.; Mustafina, A.R.; Kof, E.M. Modified Solvent Partitioning Scheme Providing Increased Specificity and Rapidity of Immunoassay for Indole-3-acetic Acid. Physiol. Plant. 1992, 86, 93–96. [Google Scholar] [CrossRef]
- Xu, Z.; Gao, L.; Tang, M.; Qu, C.; Huang, J.; Wang, Q.; Yang, C.; Liu, G.; Yang, C. Genome-Wide Identification and Expression Profile Analysis of CCH Gene Family in Populus. PeerJ 2017, 5, e3962. [Google Scholar] [CrossRef] [PubMed]




| Strains | Hormonal Levels in the Culture Media | |
|---|---|---|
| Concentration of Synthesized IAA (ng·mL−1) | Destruction of ABA Added to the Culture Media (% of Initial Level) | |
| Pseudomonas protegens DA1.2 | 865 ± 60 | 33 ± 2 |
| Enterobacter ludwigii BLK | 1982 ± 163 | - |
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Ivanov, R.; Timergalin, M.; Zaitsev, G.; Nuzhnaya, T.; Chetverikov, S.; Feoktistova, A.; Starikov, S.; Urazgildin, R.; Nazarov, A.; Kudoyarova, G. The Influence of Plant Growth-Promoting Bacteria and Humic Substances on the Rooting of Black Poplar (Populus nigra L.) Cuttings. Plants 2026, 15, 680. https://doi.org/10.3390/plants15050680
Ivanov R, Timergalin M, Zaitsev G, Nuzhnaya T, Chetverikov S, Feoktistova A, Starikov S, Urazgildin R, Nazarov A, Kudoyarova G. The Influence of Plant Growth-Promoting Bacteria and Humic Substances on the Rooting of Black Poplar (Populus nigra L.) Cuttings. Plants. 2026; 15(5):680. https://doi.org/10.3390/plants15050680
Chicago/Turabian StyleIvanov, Ruslan, Maxim Timergalin, Gleb Zaitsev, Tatyana Nuzhnaya, Sergey Chetverikov, Arina Feoktistova, Sergey Starikov, Ruslan Urazgildin, Aleksey Nazarov, and Guzel Kudoyarova. 2026. "The Influence of Plant Growth-Promoting Bacteria and Humic Substances on the Rooting of Black Poplar (Populus nigra L.) Cuttings" Plants 15, no. 5: 680. https://doi.org/10.3390/plants15050680
APA StyleIvanov, R., Timergalin, M., Zaitsev, G., Nuzhnaya, T., Chetverikov, S., Feoktistova, A., Starikov, S., Urazgildin, R., Nazarov, A., & Kudoyarova, G. (2026). The Influence of Plant Growth-Promoting Bacteria and Humic Substances on the Rooting of Black Poplar (Populus nigra L.) Cuttings. Plants, 15(5), 680. https://doi.org/10.3390/plants15050680

