Integrated Trichoderma harzianum—Vicia faba Approach for Soil Bioremediation and Health Risk Assessment Under Wastewater Irrigation
Abstract
1. Introduction
2. Materials and Methods
2.1. Sample Collection and Experimental Design
2.2. Inoculation Process
2.3. Heavy Metal Analysis
2.4. Human Health Risk Assessment
2.5. Statistical Analysis
2.6. Soil Pollution Assessment Methods
2.6.1. Individual Pollution Index
2.6.2. Complex Pollution Index
3. Results and Discussion
3.1. Heavy Metal Concentrations and Statistical Analysis
3.2. Effect of Irrigation Water Type on Heavy Metal Concentrations
3.3. Impact of Inoculation with Trichoderma Harzianum
3.4. Variability Between Varieties of Vicia faba
3.5. Pollution Assessment
3.6. Human Health Risk Assessment
3.7. Implications for the Management of Contaminated Soils
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Hamad, A.A. Addressing Global Food Security Through Cellular Agriculture. In Cellular Agriculture for Revolutionized Food Production; IGI Global Scientific Publishing: Hershey, PA, USA, 2024; pp. 231–254. ISBN 979-8-3693-4115-5. [Google Scholar]
- Kehinde, A.D.; Akinola, A.; Kehinde, A.D.; Ogundeji, A.A. Agricultural Organizations and Adoption of Soil Conservation Practices Among Smallholder Farmers in Oyo State, Nigeria. Trop. Subtrop. Agroecosyst. 2022, 25. [Google Scholar] [CrossRef]
- Rathore, L.; Kumar, M.; Hanasaki, N.; Mekonnen, M.; Raghav, P. Water Scarcity Challenges across Urban Regions with Expanding Irrigation. Environ. Res. Lett. 2024, 19, 014065. [Google Scholar] [CrossRef]
- Benlemlih, N.; Khiyati, M.E.; Aammouri, S.E.; Ibriz, M. A Review on Wastewater and Its Use in Agriculture in Morocco: Situation, Case Study and Recommendations. Res. J. Pharm. Technol. 2024, 17, 5132–5140. [Google Scholar] [CrossRef]
- Sanad, H.; Moussadek, R.; Mouhir, L.; Lhaj, M.O.; Zahidi, K.; Dakak, H.; Manhou, K.; Zouahri, A. Ecological and Human Health Hazards Evaluation of Toxic Metal Contamination in Agricultural Lands Using Multi-Index and Geostatistical Techniques across the Mnasra Area of Morocco’s Gharb Plain Region. J. Hazard. Mater. Adv. 2025, 18, 100724. [Google Scholar] [CrossRef]
- Tao, F.; Huang, Y.; Hungate, B.; Manzoni, S.; Frey, S.; Schmidt, M.; Reichstein, M.; Carvalhais, N.; Ciais, P.; Jiang, L.; et al. Microbial Carbon Use Efficiency Promotes Global Soil Carbon Storage. Nature 2023, 618, 981–985. [Google Scholar] [CrossRef]
- Zhang, P.; Yang, M.; Lan, J.; Huang, Y.; Zhang, J.; Huang, S.; Yang, Y.; Ru, J. Water Quality Degradation Due to Heavy Metal Contamination: Health Impacts and Eco-Friendly Approaches for Heavy Metal Remediation. Toxics 2023, 11, 828. [Google Scholar] [CrossRef]
- Chetto, O.; Belqadi, L.; Fatemi, Z.E.A.; Charafi, J.; Kouighat, M.; Najmi, A.; El Fechtali, M.; Houmanat, K.; Nabloussi, A. Assessment of Elite Faba Bean Lines for Enhanced Productivity and Resilience in Contrasting Challenging Environments Using Phenotypic and Molecular Markers. J. Agric. Food Res. 2024, 18, 101488. [Google Scholar] [CrossRef]
- Hirich, A.; Choukr-Allah, R. Faba Bean (Vicia Faba L.) Production under Deficit Irrigation with Treated Wastewater Applied during Vegetative Stage. Desalination Water Treat. 2014, 52, 2214–2219. [Google Scholar] [CrossRef]
- Samaei, S.P.; Ghorbani, M.; Tagliazucchi, D.; Martini, S.; Gotti, R.; Themelis, T.; Tesini, F.; Gianotti, A.; Gallina Toschi, T.; Babini, E. Functional, Nutritional, Antioxidant, Sensory Properties and Comparative Peptidomic Profile of Faba Bean (Vicia Faba, L.) Seed Protein Hydrolysates and Fortified Apple Juice. Food Chem. 2020, 330, 127120. [Google Scholar] [CrossRef]
- Liu, C.; Pei, R.; Heinonen, M. Faba Bean Protein: A Promising Plant-Based Emulsifier for Improving Physical and Oxidative Stabilities of Oil-in-Water Emulsions. Food Chem. 2022, 369, 130879. [Google Scholar] [CrossRef]
- Aammouri, S.E.; Benlemlih, N.; Ibriz, M. Wastewater Treatment by Infiltration Percolation Process Using Fine Sand and Activated Carbon. Res. J. Pharm. Technol. 2023, 16, 5722–5727. [Google Scholar] [CrossRef]
- Rizwan, M.; Ali, S.; Adrees, M.; Ibrahim, M.; Tsang, D.C.W.; Zia-ur-Rehman, M.; Zahir, Z.A.; Rinklebe, J.; Tack, F.M.G.; Ok, Y.S. A Critical Review on Effects, Tolerance Mechanisms and Management of Cadmium in Vegetables. Chemosphere 2017, 182, 90–105. [Google Scholar] [CrossRef] [PubMed]
- Jalil, H.M.; Rezapour, S.; Nouri, A.; Joshi, N. Assessing the Ecological and Health Implications of Soil Heavy Metals in Vegetable Irrigated with Wastewater in Calcareous Environments. Agric. Water Manag. 2022, 272, 107848. [Google Scholar] [CrossRef]
- Othman, Y.A.; Al-Assaf, A.; Tadros, M.J.; Albalawneh, A. Heavy Metals and Microbes Accumulation in Soil and Food Crops Irrigated with Wastewater and the Potential Human Health Risk: A Metadata Analysis. Water 2021, 13, 3405. [Google Scholar] [CrossRef]
- Devi, R.; Behera, B.; Raza, M.B.; Mangal, V.; Altaf, M.A.; Kumar, R.; Kumar, A.; Tiwari, R.K.; Lal, M.K.; Singh, B. An Insight into Microbes Mediated Heavy Metal Detoxification in Plants: A Review. J. Soil Sci. Plant Nutr. 2022, 22, 914–936. [Google Scholar] [CrossRef]
- Landero-Valenzuela, N.; Hernández-Nataren, E.; Chávez-Cerón, L.; Granados-Echegoyen, C.A.; Alonso-Hernández, N.; Mayek-Pérez, N.; Lara-Viveros, F.M.; Ponce-Lira, B.; Calderón-Cortés, N. Influence of Trichoderma Species on the Reduction of Heavy Metal Levels in Bean Plants Irrigated with Wastewater: A Case Study from the Mezquital Valley, Hidalgo, Mexico. Renew. Agric. Food Syst. 2024, 39, e28. [Google Scholar] [CrossRef]
- Priyadarshini, E.; Priyadarshini, S.S.; Cousins, B.G.; Pradhan, N. Metal-Fungus Interaction: Review on Cellular Processes Underlying Heavy Metal Detoxification and Synthesis of Metal Nanoparticles. Chemosphere 2021, 274, 129976. [Google Scholar] [CrossRef]
- Tripathi, P.; Singh, P.C.; Mishra, A.; Chauhan, P.S.; Dwivedi, S.; Bais, R.T.; Tripathi, R.D. Trichoderma: A Potential Bioremediator for Environmental Clean Up. Clean Technol. Environ. Policy 2013, 15, 541–550. [Google Scholar] [CrossRef]
- Iqbal, S.; Ashfaq, M.; Rao, M.J.; Khan, K.S.; Malik, A.H.; Mehmood, M.A.; Fawaz, M.S.; Abbas, A.; Shakeel, M.T.; Naqvi, S.A.H.; et al. Trichoderma Viride: An Eco-Friendly Biocontrol Solution Against Soil-Borne Pathogens in Vegetables Under Different Soil Conditions. Horticulturae 2024, 10, 1277. [Google Scholar] [CrossRef]
- Govarthanan, M.; Mythili, R.; Selvankumar, T.; Kamala-Kannan, S.; Kim, H. Myco-Phytoremediation of Arsenic- and Lead-Contaminated Soils by Helianthus annuus and Wood Rot Fungi, Trichoderma sp. Isolated from Decayed Wood. Ecotoxicol. Environ. Saf. 2018, 151, 279–284. [Google Scholar] [CrossRef]
- Krishnamurti, G.S.R.; Naidu, R. Solid−Solution Speciation and Phytoavailability of Copper and Zinc in Soils. Environ. Sci. Technol. 2002, 36, 2645–2651. [Google Scholar] [CrossRef] [PubMed]
- Teng, Y.; Luo, Y.; Ma, W.; Zhu, L.; Ren, W.; Luo, Y.; Christie, P.; Li, Z. Trichoderma Reesei FS10-C Enhances Phytoremediation of Cd-Contaminated Soil by Sedum Plumbizincicola and Associated Soil Microbial Activities. Front. Plant Sci. 2015, 6, 220. [Google Scholar] [CrossRef] [PubMed]
- ISO 15587-1:2002(En); Water Quality—Digestion for the Determination of Selected Elements in Water. ISO: Geneva, Switzerland, 2022.
- Munshed, M.; Van Griensven Thé, J.; Fraser, R. Methodology for Mobile Toxics Deterministic Human Health Risk Assessment and Case Study. Atmosphere 2023, 14, 506. [Google Scholar] [CrossRef]
- EPA. Exposure Factors Handbook, 2011 ed.; Final Report; EPA/600/R-09/052F; Environmental Protection Agency: Washington, DC, USA, 2011. [Google Scholar]
- U.S. Environmental Protection Agency. Guidelines for Carcinogen Risk Assessment. In Proceedings of the Risk Assessment Forum US Environmental Protection Agency, Washington, DC, USA, 1 March 2005; Volume 1. [Google Scholar]
- Mohammadi, A.; Mansour, S.N.; Najafi, M.L.; Toolabi, A.; Abdolahnejad, A.; Faraji, M.; Miri, M. Probabilistic Risk Assessment of Soil Contamination Related to Agricultural and Industrial Activities. Environ. Res. 2022, 203, 111837. [Google Scholar] [CrossRef]
- Karimian, S.; Shekoohiyan, S.; Moussavi, G. Health and Ecological Risk Assessment and Simulation of Heavy Metal-Contaminated Soil of Tehran Landfill. RSC Adv. 2021, 11, 8080–8095. [Google Scholar] [CrossRef]
- Fadili, H.E.; Ali, M.B.; Touach, N.; El Mahi, M.; Lotfi, E.M. Ecotoxicological and Pre-Remedial Risk Assessment of Heavy Metals in Municipal Solid Wastes Dumpsite Impacted Soil in Morocco. Environ. Nanotechnol. Monit. Manag. 2022, 17, 100640. [Google Scholar] [CrossRef]
- Zhu, M.; Yao, Z.; Xu, X.; Wei, Y.; Yan, X.; Xiao, M. Accumulation, Source Apportionment, and Ecological-Health Risks Assessment of Topsoil Heavy Metals in Agricultural and Pastoral Areas in the Eastern Qaidam Basin, China. Water 2024, 16, 3719. [Google Scholar] [CrossRef]
- Wang, W.; Tao, J.; Liu, H.; Li, P.; Chen, S.; Wang, P.; Zhang, C. Contrasting Bacterial and Archaeal Distributions Reflecting Different Geochemical Processes in a Sediment Core from the Pearl River Estuary. AMB Express 2020, 10, 16. [Google Scholar] [CrossRef]
- Arora, M.; Kiran, B.; Rani, S.; Rani, A.; Kaur, B.; Mittal, N. Heavy Metal Accumulation in Vegetables Irrigated with Water from Different Sources. Food Chem. 2008, 111, 811–815. [Google Scholar] [CrossRef]
- Sibanda, J.; Cosmas, P.; Cluver, M. Effects of Wastewater Irrigation on Soil Physico-Chemical Properties and Vegetables Quality: A Review. Int. J. Hortic. Sci. 2025, 231, 7–16. [Google Scholar] [CrossRef]
- Babu, A.G.; Shim, J.; Bang, K.-S.; Shea, P.J.; Oh, B.-T. Trichoderma virens PDR-28: A Heavy Metal-Tolerant and Plant Growth-Promoting Fungus for Remediation and Bioenergy Crop Production on Mine Tailing Soil. J. Environ. Manag. 2014, 132, 129–134. [Google Scholar] [CrossRef] [PubMed]
- Sendra, M.; Saco, A.; Yeste, M.P.; Romero, A.; Novoa, B.; Figueras, A. Nanoplastics: From Tissue Accumulation to Cell Translocation into Mytilus galloprovincialis Hemocytes. Resilience of Immune Cells Exposed to Nanoplastics and Nanoplastics plus Vibrio splendidus Combination. J. Hazard. Mater. 2020, 388, 121788. [Google Scholar] [CrossRef] [PubMed]
- Serafin-Andrzejewska, M.; Jama-Rodzeńska, A.; Helios, W.; Kotecki, A.; Kozak, M.; Białkowska, M.; Bárta, J.; Bártová, V. Accumulation of Minerals in Faba Bean Seeds and Straw in Relation to Sowing Density. Agriculture 2023, 13, 147. [Google Scholar] [CrossRef]
- Siddig, M.M.S.; Asabere, S.B.; Al-Farraj, A.S.; Brevik, E.C.; Sauer, D. Pollution and Ecological Risk Assessment of Heavy Metals in Anthropogenically-Affected Soils of Sudan: A Systematic Review and Meta-Analysis. J. Hazard. Mater. Adv. 2025, 17, 100601. [Google Scholar] [CrossRef]
- Ogunlana, R.; Korode, A.I.; Ajibade, Z.F. Assessing the Level of Heavy Metals Concentration in Soil around Transformer at Akoko Community of OndoState, Nigeria. J. Appl. Sci. Environ. Manag. 2020, 24, 2183–2189. [Google Scholar] [CrossRef]
- Khire, M.; Agarwadkar, Y. Qualitative Analysis of Extent and Severity of Desertification for Semi-Arid Regions Using Remote Sensing Techniques. Int. J. Environ. Sci. Dev. 2014, 5, 238–243. [Google Scholar] [CrossRef]
- Sah, D.; Verma, P.K.; Kumari, K.M.; Lakhani, A. Chemical Partitioning of Fine Particle-Bound As, Cd, Cr, Ni, Co, Pb and Assessment of Associated Cancer Risk Due to Inhalation, Ingestion and Dermal Exposure. Inhal. Toxicol. 2017, 29, 483–493. [Google Scholar] [CrossRef]
- Kwon, J.-Y.; Hong, Y.-S. Chronic Exposure to Arsenic and the Effects on Human Health. J. Environ. Health Sci. 2023, 49, 237–246. [Google Scholar] [CrossRef]
- Yaashikaa, P.R.; Kumar, P.S.; Jeevanantham, S.; Saravanan, R. A Review on Bioremediation Approach for Heavy Metal Detoxification and Accumulation in Plants. Environ. Pollut. 2022, 301, 119035. [Google Scholar] [CrossRef]













| Water Mixture | Trichoderma Presence | ||||
|---|---|---|---|---|---|
| % Well Water | % Treated Wastewater | No | Yes | ||
| Vicia faba 1 (V1) | IrS1 (I1) | 100 | 0 | x | |
| IrS2 (I2) | 100 | 0 | x | ||
| IrS3 (I3) | 50 | 50 | x | ||
| IrS4 (I4) | 50 | 50 | x | ||
| IrS5 (I5) | 0 | 100 | x | ||
| IrS6 (I6) | 0 | 100 | x | ||
| Vicia faba 2 (V2) | IrS7 (I1) | 100 | 0 | x | |
| IrS8 (I2) | 100 | 0 | x | ||
| IrS9 (I3) | 50 | 50 | x | ||
| IrS10 (I4) | 50 | 50 | x | ||
| IrS11 (I5) | 0 | 100 | x | ||
| IrS12 (I6) | 0 | 100 | x | ||
| Vicia faba 3 (V3) | IrS13 (I1) | 100 | 0 | x | |
| IrS14 (I2) | 100 | 0 | x | ||
| IrS15 (I3) | 50 | 50 | x | ||
| IrS16 (I4) | 50 | 50 | x | ||
| IrS17 (I5) | 0 | 100 | x | ||
| IrS18 (I6) | 0 | 100 | x | ||
| Soil Control | I0 | 0 | 0 | ||
| Wastewater (A) | Well Water (B) | 50% (A) + 50% (B) | Standard Limits | |
|---|---|---|---|---|
| PH | 7.4 | 6.5 | 7 | 6.5–8.4 |
| EC dS/m | 0.6 | 1.5 | 1.1 | 12 |
| Mg2+ Meq/L | - | - | - | 0.2 |
| Na+ Meq/L | 2.1 | 6.6 | 5.2 | 9 |
| K+ Meq/L | 0 | 0.7 | 0.4 | - |
| Cl− Meq/L | 4.2 | 9.6 | 7.2 | 15 |
| Ca2+ Meq/L | 2 | - | - | - |
| Meq/L | 1.5 | 1.1 | 1.8 | 8.5 |
| Meq/L | 0.3 | 0.5 | 0.5 | |
| Cr (mg/L) | 0.04 | 0.0071 | 0.007 | 1 |
| Zn (mg/L) | 0.0032 | 0 | 0.013 | 2 |
| Cd (mg/L) | 0.014 | 0 | 0.006 | 0.01 |
| Ni (mg/L) | 0.2 | 0.01 | 0.012 | 2 |
| Co (mg/L) | 0.21 | 0.01 | 0.018 | 0.5 |
| Fe (mg/L) | 0.1751 | 0.034 | 0.104 | 5 |
| Cu (mg/L) | 0.02 | 0.015 | 0.016 | 2 |
| Pb (mg/L) | 0.8 | 0.01 | 0.5 | 5 |
| Index | Classification | Description | Index | Classification | Description |
|---|---|---|---|---|---|
| Geo-accumulation index (Igeo) | Igeo < 0 | No contamination | EF | 0 < EF < 0.5 | No contamination |
| 0 ≤ Igeo < 1 | Slight contamination | 0.5 ≤ EF < 1 | Slight contamination | ||
| 1 ≤ Igeo < 2 | Moderate contamination | 1 ≤ EF < 2 | Slight to moderate contamination | ||
| 2 ≤ Igeo < 3 | Moderate to high contamination | 2 ≤ EF < 3 | Moderate contamination | ||
| 3 ≤ Igeo < 4 | High contamination | 3 ≤ EF < 4 | Moderate to high contamination | ||
| 4 ≤ Igeo < 5 | High to extreme contamination | 4 ≤ EF < 5 | High contamination | ||
| 5 ≤ Igeo | Extreme serious contamination | 5 ≤ EF | Extremely high contamination | ||
| PLI | Ei < 40 | Low risk | Potential ecological risk index (PERI) | PERI < 150 | Low risk |
| 40 ≤ Ei < 80 | Moderate risk | 150 ≤ PERI < 300 | Moderate risk | ||
| 80 ≤ Ei < 160 | Considerable risk | 300 ≤ PERI < 600 | Considerable risk | ||
| 160 ≤ Ei < 320 | High risk | PERI ≤ 600 < 1200 | High risk | ||
| 320 < Ei | Very high risk | 1200 < PERI | Very high risk |
| Statistic | Cd | Cr | Zn | Pb | Ni | Co | Cu |
|---|---|---|---|---|---|---|---|
| Minimum | 0.210 | 13.989 | 62.080 | 18.812 | 53.680 | 7.910 | 67.083 |
| Maximum | 0.350 | 20.325 | 84.110 | 23.769 | 62.100 | 9.800 | 72.412 |
| 1st Quartile | 0.280 | 18.751 | 68.280 | 20.449 | 54.670 | 8.130 | 67.308 |
| Median | 0.300 | 19.036 | 73.025 | 20.916 | 56.255 | 8.685 | 68.375 |
| 3rd Quartile | 0.325 | 19.163 | 79.703 | 21.953 | 57.940 | 8.883 | 71.039 |
| Mean | 0.296 | 18.851 | 73.353 | 21.090 | 56.780 | 8.608 | 69.122 |
| Variance (n − 1) | 0.001 | 1.689 | 51.649 | 2.210 | 6.785 | 0.280 | 4.050 |
| Standard Deviation (n − 1) | 0.035 | 1.299 | 7.187 | 1.487 | 2.605 | 0.529 | 2.012 |
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El Aammouri, S.; Brienza, M.; Hammani, A.; Elmeknassi Youssoufi, E.; Chauiyakh, O.; Oubdil, S.; Barka, E.A.; Trotta, V.; Benlemlih, N.; Ibriz, M. Integrated Trichoderma harzianum—Vicia faba Approach for Soil Bioremediation and Health Risk Assessment Under Wastewater Irrigation. Environments 2026, 13, 107. https://doi.org/10.3390/environments13020107
El Aammouri S, Brienza M, Hammani A, Elmeknassi Youssoufi E, Chauiyakh O, Oubdil S, Barka EA, Trotta V, Benlemlih N, Ibriz M. Integrated Trichoderma harzianum—Vicia faba Approach for Soil Bioremediation and Health Risk Assessment Under Wastewater Irrigation. Environments. 2026; 13(2):107. https://doi.org/10.3390/environments13020107
Chicago/Turabian StyleEl Aammouri, Safae, Monica Brienza, Ali Hammani, Ehssan Elmeknassi Youssoufi, Oussama Chauiyakh, Soufiane Oubdil, Essaïd Ait Barka, Vincenzo Trotta, Noura Benlemlih, and Mohammed Ibriz. 2026. "Integrated Trichoderma harzianum—Vicia faba Approach for Soil Bioremediation and Health Risk Assessment Under Wastewater Irrigation" Environments 13, no. 2: 107. https://doi.org/10.3390/environments13020107
APA StyleEl Aammouri, S., Brienza, M., Hammani, A., Elmeknassi Youssoufi, E., Chauiyakh, O., Oubdil, S., Barka, E. A., Trotta, V., Benlemlih, N., & Ibriz, M. (2026). Integrated Trichoderma harzianum—Vicia faba Approach for Soil Bioremediation and Health Risk Assessment Under Wastewater Irrigation. Environments, 13(2), 107. https://doi.org/10.3390/environments13020107

