Detection of Bacterial Internalization in Lettuce (Lactuca sativa) Leaves Grown in Aquaponic Systems with Nile Tilapia (Oreochromis niloticus) Under Microbial Challenge
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Design
2.2. Lettuce Seedling Establishment
2.3. Stocking of Nile Tilapia Juveniles
2.4. Challenging Nile tilapia
2.5. Water Quality Parameters
2.6. Sample Collection and Microbiological Analysis
2.7. DNA Extraction from the Colonies
2.8. PCR Amplification
2.9. PCR Product Purification
2.10. Sequencing
2.11. Sequencing Data Analysis
2.12. Statistical Analysis
3. Results
3.1. Water Quality Parameters
3.2. Microbiological Analysis
3.3. Bacterial Contamination and Internalization Before the Challenge
3.3.1. Plate Culture
3.3.2. Biochemistry Tests and Sequencing Results
3.4. Bacterial Contamination and Internalization After the Challenge
3.4.1. Plate Culture
3.4.2. Biochemistry Tests and Sequencing Results
4. Discussion
4.1. Water Quality Parameters
4.2. Bacterial Contamination and Internalization Before and After the Challenge
4.3. Sequencing Results
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Gene | Target Organism | Primer | Size bp | Refence |
|---|---|---|---|---|
| mdh | E. coli (O157:H7) | F: 5′-GGTATGGATCGTTCCGACCT-3′ | 304 | [39] |
| R: 5′-GGCAGAATGGTAACACCAGAGT-3′ | ||||
| rfbE | E. coli (O157:H7) | F: 5′-CAGGTGAAGGTGGAATGGTTGTC-3′ | 296 | [41] |
| R: 5′-TTAGAATTGAGACCATCCAATAAG-3′ | ||||
| OmpW | V. cholerae O1 | F: 5′-CACCAAGAAGGTGACTTTATTGTG-3′ | 588 | [38] |
| R: 5′-GAACTTATAACCACCCGCG-3′ | ||||
| ctxA | V. cholerae O1 | F: 5′-CTCAGACGGGATTTGTTAGGCACG-3′ | 301 | [42] |
| R: 5′-TCTATCTCTGTAGCCCCTATTACG-3′ |
| Before the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Water | E. coli | 1 | + | + | − | 1 | + | + | − | 1 | + | + | − |
| 2 | + | + | − | 2 | + | + | − | 2 | + | + | − | ||
| 3 | + | + | − | 3 | + | + | − | 3 | + | + | − | ||
| V. cholerae | 1 | + | + | − | 1 | − | − | NT | 1 | − | + | − | |
| 2 | − | − | NT | 2 | + | + | − | 2 | + | − | − | ||
| 3 | − | − | NT | 3 | + | + | − | 3 | + | − | − | ||
| After the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Water | E. coli | 1 | + | + | − | 1 | + | + | + | 1 | + | + | + |
| 2 | + | + | + | 2 | + | + | + | 2 | + | + | − | ||
| 3 | + | + | + | 3 | + | + | − | 3 | + | + | − | ||
| V. cholerae | 1 | + | + | − | 1 | + | + | − | 1 | + | + | − | |
| 2 | − | − | NT | 2 | + | + | − | 2 | + | + | − | ||
| 3 | + | − | + | 3 | + | + | − | 3 | + | + | − | ||
| Before the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Blood | E. coli | 1 | − | − | NT | 1 | − | − | NT | 1 | − | − | NT |
| 2 | − | − | NT | 2 | − | − | NT | 2 | − | − | NT | ||
| 3 | − | − | NT | 3 | − | − | NT | 3 | − | − | NT | ||
| V. cholerae | 1 | − | − | NT | 1 | − | − | NT | 1 | − | − | NT | |
| 2 | − | − | NT | 2 | − | − | NT | 2 | − | − | NT | ||
| 3 | − | − | NT | 3 | − | − | NT | 3 | − | − | NT | ||
| After the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Blood | E. coli | 1 | − | − | NT | 1 | − | − | NT | 1 | − | − | NT |
| 2 | − | − | NT | 2 | − | − | NT | 2 | − | − | NT | ||
| 3 | − | − | NT | 3 | − | − | NT | 3 | + | + | NT | ||
| V. cholerae | 1 | − | − | NT | 1 | − | − | NT | 1 | + | + | − | |
| 2 | − | − | NT | 2 | − | − | NT | 2 | + | + | − | ||
| 3 | − | − | NT | 3 | − | − | NT | 3 | − | − | NT | ||
| Before the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Feces | E. coli | 1 | + | + | + | 1 | − | − | NT | 1 | + | + | + |
| 2 | + | − | − | 2 | + | + | + | 2 | + | + | − | ||
| 3 | − | + | − | 3 | + | + | − | 3 | − | − | NT | ||
| V. cholerae | 1 | + | − | − | 1 | − | − | NT | 1 | − | − | NT | |
| 2 | − | − | NT | 2 | + | + | − | 2 | − | − | NT | ||
| 3 | + | + | + | 3 | − | − | NT | 3 | + | + | − | ||
| After the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Feces | E. coli | 1 | + | + | + | 1 | + | + | + | 1 | + | + | + |
| 2 | + | + | + | 2 | + | + | − | 2 | + | + | + | ||
| 3 | + | + | − | 3 | + | + | − | 3 | + | + | − | ||
| V. cholerae | 1 | + | + | − | 1 | − | − | NT | 1 | + | + | − | |
| 2 | − | − | NT | 2 | + | + | − | 2 | + | + | − | ||
| 3 | + | + | + | 3 | − | − | NT | 3 | + | + | − | ||
| Before the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Leaves | E. coli | 1 | + | + | − | 1 | − | − | NT | 1 | + | + | − |
| 2 | − | − | NT | 2 | + | − | − | 2 | − | − | NT | ||
| 3 | − | − | NT | 3 | − | − | NT | 3 | − | − | NT | ||
| V. cholerae | 1 | − | − | NT | 1 | − | − | NT | 1 | − | − | NT | |
| 2 | − | − | NT | 2 | + | + | − | 2 | − | − | NT | ||
| 3 | + | + | + | 3 | + | + | − | 3 | + | − | − | ||
| After the Challenge | |||||||||||||
| Sample | Bacteria Strain | T1 (Control) | T2 (Challenged with E. coli) | T3 (Challenged with V. cholerae) | |||||||||
| Tank | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | Sample Number | Plate Culture | Biochemistry Test | |||||
| Plate 1 | Plate 2 | Plate 1 | Plate 2 | Plate 1 | Plate 2 | ||||||||
| Leaves | E. coli | 1 | + | + | − | 1 | + | + | − | 1 | + | + | − |
| 2 | + | − | − | 2 | + | + | + | 2 | − | − | NT | ||
| 3 | − | − | NT | 3 | + | + | + | 3 | − | − | NT | ||
| V.cholerae | 1 | + | + | − | 1 | − | − | NT | 1 | + | + | − | |
| 2 | − | − | NT | 2 | + | + | − | 2 | + | + | − | ||
| 3 | + | − | + | 3 | + | + | − | 3 | + | + | + | ||
| Sample | Treatment | Tank | Agar Type | Bacterium Species |
|---|---|---|---|---|
| Before the challenge | ||||
| Feces | T1 | 1 | EMB | C. freundii |
| Feces | T1 | 3 | TCBS | Aeromonas sp. |
| Feces | T2 | 2 | EMB | C. freundii |
| Feces | T3 | 1 | EMB | C. freundii |
| Lettuce leaves | T1 | 3 | TCBS | Aeromonas caviae |
| After the challenge | ||||
| Water | T1 | 2, 3 | EMB | C. freundii |
| Water | T1 | 3 | TCBS | Aeromonas sp. |
| Water | T2 | 1, 2 | EMB | C. freundii |
| Water | T3 | 1 | EMB | C. freundii |
| Feces | T1 | 1, 2 | EMB | Unidentified |
| Feces | T1 | 3 | TCBS | Aeromonas sp. |
| Feces | T2 | 1 | EMB | Enterobacter hormaechei |
| Feces | T3 | 1, 2 | EMB | C. freundii |
| Feces | T3 | 1 | TCBS | C. freundii |
| Lettuce leaves | T1 | 3 | TCBS | Aeromonas caviae |
| Lettuce leaves | T2 | 2, 3 | EMB | C. freundii |
| Lettuce leaves | T3 | 3 | TCBS | Aeromonas veronni |
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Jossefa, A.A.; Viagem, L.d.A.; Barbuio, K.M.; Cerozi, B.d.S.; Chenyambuga, S.W. Detection of Bacterial Internalization in Lettuce (Lactuca sativa) Leaves Grown in Aquaponic Systems with Nile Tilapia (Oreochromis niloticus) Under Microbial Challenge. Biology 2026, 15, 559. https://doi.org/10.3390/biology15070559
Jossefa AA, Viagem LdA, Barbuio KM, Cerozi BdS, Chenyambuga SW. Detection of Bacterial Internalization in Lettuce (Lactuca sativa) Leaves Grown in Aquaponic Systems with Nile Tilapia (Oreochromis niloticus) Under Microbial Challenge. Biology. 2026; 15(7):559. https://doi.org/10.3390/biology15070559
Chicago/Turabian StyleJossefa, Angélica Adiação, Leonildo dos Anjo Viagem, Karoline Moreira Barbuio, Brunno da Silva Cerozi, and Sebastian Wilson Chenyambuga. 2026. "Detection of Bacterial Internalization in Lettuce (Lactuca sativa) Leaves Grown in Aquaponic Systems with Nile Tilapia (Oreochromis niloticus) Under Microbial Challenge" Biology 15, no. 7: 559. https://doi.org/10.3390/biology15070559
APA StyleJossefa, A. A., Viagem, L. d. A., Barbuio, K. M., Cerozi, B. d. S., & Chenyambuga, S. W. (2026). Detection of Bacterial Internalization in Lettuce (Lactuca sativa) Leaves Grown in Aquaponic Systems with Nile Tilapia (Oreochromis niloticus) Under Microbial Challenge. Biology, 15(7), 559. https://doi.org/10.3390/biology15070559

