Insights into the Interactions of Microalgae and Combined Macrolide Antibiotics: Removal Efficiency, Physiological–Biochemical Responses and Transcriptomic Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Chemicals
2.2. Algal Cultivation
2.3. Experimental Procedure
2.4. Analytical Methods
2.4.1. Antibiotic Degradation Analysis
2.4.2. Algal Growth
2.4.3. Photosynthetic Pigment Content
2.4.4. Oxidative Stress and Metabolic Enzyme Analysis
2.4.5. RNA Extraction and Transcriptomic Analysis
2.5. Statistical Analysis
3. Results and Discussion
3.1. Degradation of Single and Combined ERY and ROX
3.2. Responses of Microalgae to Single and Combined ERY and ROX
3.2.1. Microalgal Growth State
3.2.2. Changes in the Chlorophyll Content
3.2.3. Responses of Antioxidative System
3.2.4. Vibrations in Metabolic Related Enzymes
3.3. Correlations Analysis Between Microalgal Growth, Physiological–Biochemical Responses, and Antibiotic Degradation Rates
3.4. Transcriptomic Analysis
3.4.1. Xenobiotic Metabolism-Related Pathways
3.4.2. Photosynthesis-Related Metabolic Pathways
3.4.3. DNA Replication and Mismatch Repair Pathways
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Pathway ID | Pathway | Category | Up_Gene | Down_Gene | p Value | FDR |
|---|---|---|---|---|---|---|
| Control vs. E1 | ||||||
| map04016 | MAPK signaling pathway—plant | Signal transduction | — | YDA, copA, ctpA | 1.01 × 10−4 | 0.006 |
| map02010 | ABC transporters | Membrane transport | ABCC1 | ABCB6, ABCB7, ABCB10, ABCG2 | 2.58 × 10−4 | 0.008 |
| map00062 | Fatty acid elongation | Lipid metabolism | — | MECR, KCS | 6.3 × 10−4 | 0.009 |
| map00480 | Glutathione metabolism | Metabolism of other amino acids | — | GSTP, G6PD, GST, gor | 5.2 × 10−4 | 0.01 |
| map00906 | Carotenoid biosynthesis | Metabolism of terpenoids and polyketides | — | ZDS, diox1, carT, CCD8 | 0.001 | 0.013 |
| map00920 | Sulfur metabolism | Energy metabolism | — | cysE, cysJ, APR | 0.005 | 0.043 |
| map00740 | Riboflavin metabolism | Metabolism of cofactors and vitamins | — | ribD, ribBA, PYRP2, ribD | 0.005 | 0.048 |
| map00760 | Nicotinate and nicotinamide metabolism | Metabolism of cofactors and vitamins | — | nadA, nadB | 0.007 | 0.049 |
| Control vs. E2 | ||||||
| map00196 | Photosynthesis-antenna proteins | Energy metabolism | LHCA1, LHCA3, LHCA4, LHCA5, LHCB7 | LHCB1 | 7.19 × 10−5 | 0.006 |
| map00480 | Glutathione metabolism | Metabolism of other amino acids | SPE3 | E1.11.1.11, GST, GSR, GSTP | 2.45 × 10−4 | 0.01 |
| map00906 | Carotenoid biosynthesis | Metabolism of terpenoids and polyketides | — | BCDO2, CCD8, crtQ, diox1, crtB | 0.002 | 0.04 |
| map04016 | MAPK signaling pathway—plant | Signal transduction | — | YDA, copA, ctpA | 0.002 | 0.048 |
| Control vs. R1 | ||||||
| map00906 | Carotenoid biosynthesis | Metabolism of terpenoids and polyketides | — | LcyB, LUT5, CCD8, BCDO2, diox1, CYP97C1 | 4.88 × 10−6 | 0.0005 |
| map02010 | ABC transporters | Membrane transport | ABCC1, ABCD2 | ABCB6, ABCB7, ABCB10, ABCG2 | 0.001 | 0.0317 |
| map04016 | MAPK signaling pathway—plant | Signal transduction | — | YDA, copA, ctpA, MKK3 | 6.6 × 10−4 | 0.0331 |
| map00760 | Nicotinate and nicotinamide metabolism | Metabolism of cofactors and vitamins | E3.1.3.5, gabD | nadA, nadB | 0.001 | 0.0391 |
| Control vs. R2 | ||||||
| map04016 | MAPK signaling pathway—plant | Signal transduction | YDA | ERK, MAPK1_3, copA, ctpA | 1.85 × 10−6 | 0.0002 |
| Control vs. L1 | ||||||
| map04016 | MAPK signaling pathway—plant | Signal transduction | ERK | YDA, copA, ctpA, SNRK2, katE | 3.44 × 10−10 | 3.86 × 10−6 |
| map03030 | DNA replication | Replication and repair | pold4, PCNA | pole, pola2, pold3, mcm2, mcm3, mcm4, mcm7 | 7.9 × 10−8 | 4.42 × 10−6 |
| map00020 | Citrate cycle (TCA cycle) | Carbohydrate metabolism | PDHA, PDHB, DLD, pdhB, DLAT | SDHB, pdhA, pdhB, por, MDH2, gltA | 1.18 × 10−4 | 0.0044 |
| map00650 | Butanoate metabolism | Carbohydrate metabolism | gabD | adhE, bdhA, E2.3.1.54 | 4.2 × 10−4 | 0.0094 |
| map00010 | Glycolysis/Gluconeogenesis | Carbohydrate metabolism | pdhA, pdhB, ALDO, E5.1.3.15, fbp, tpiA, gapA, pyk, glk | gapN, adhE, por, ALDH, E4.1.1.49 | 3.6 × 10−4 | 0.01 |
| map00620 | Pyruvate metabolism | Carbohydrate metabolism | pdhA, pdhB, pyk | aceB, adhE, por, ppdK, E2.3.1.54 | 0.0012 | 0.022 |
| map00380 | Tryptophan metabolism | Amino acid metabolism | E3.5.1.4, KMO, DLD, E3.5.1.4 | ALDH, atoB, katE, DLAT, DLST | 0.0016 | 0.025 |
| Control vs. L2 | ||||||
| map03010 | Ribosome | Translation | rpsF, rplM, rpmC, rpmA, rplC, rpsQ, rplK | RPL13, RPL11, rplM, RPS19, RPLP1, RPS8, rplS | 1.06 × 10−31 | 1.22 × 10−29 |
| map04016 | MAPK signaling pathway—plant | Signal transduction | Ndk, MAPK1_3, MPK1_2 | YDA, copA, ctpA, SNRK2, katE | 5.88 × 10−8 | 3.38 × 10−6 |
| map03030 | DNA replication | Replication and repair | LIG1, PCNA | pole, pold1, pola2, pola,
mcm4, mcm7 | 7.59 × 10−7 | 2.91 × 10−5 |
| map00620 | Pyruvate metabolism | Carbohydrate metabolism | pdhA, pdhB, pdhC, accA, pyk | aceB, adhE, ALDH, pckA, atoB, | 4.44 × 10−6 | 1.28 × 10−4 |
| map00020 | Citrate cycle (TCA cycle) | Carbohydrate metabolism | pdhA, pdhB, pdhD, pyc | MDH2, SDH1, SDH2, pckA, LSC1, LSC2, por | 5.77 × 10−6 | 1.33 × 10−4 |
| map00010 | Glycolysis/Gluconeogenesis | Carbohydrate metabolism | pdhA, pdhB, ALDO, pyk | gapN, adhE, por, pckA, GAPDH, ACSS1_2 | 2.85 × 10−5 | 5.47 × 10−4 |
| map00906 | Carotenoid biosynthesis | Metabolism of terpenoids and polyketides | crtP, crtQ, crtH, LUT1 | carT, CCD8, crtB, crtZ | 2.7 × 10−4 | 0.0044 |
| map00380 | Tryptophan metabolism | Amino acid metabolism | KMO, E3.5.1.4, pdhD | ALDH, atoB, katE, PAH, DLAT, DDC | 6.55 × 10−4 | 0.0094 |
| map00650 | Butanoate metabolism | Carbohydrate metabolism | gabD, GLYR | adhE, por, bdhA, E2.3.1.54, paaH | 0.001 | 0.0136 |
| map00053 | Ascorbate and aldarate metabolism | Carbohydrate metabolism | DHAR, adh, IMPL2, GLDH | E1.11.1.11, ALDH, E1.6.5.4, VTC2_5 | 0.0015 | 0.0169 |
| map00970 | Aminoacyl-tRNA biosynthesis | Translation | glnS, trpS, ileS, proS, glyQS, DARS2, metG, serS, tyrS | thrS | 0.0043 | 0.0445 |
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Guan, T.; Wu, J.; Tang, G.; Wu, F.; Gao, W.; Ren, S.; Li, W. Insights into the Interactions of Microalgae and Combined Macrolide Antibiotics: Removal Efficiency, Physiological–Biochemical Responses and Transcriptomic Analysis. Plants 2026, 15, 1128. https://doi.org/10.3390/plants15071128
Guan T, Wu J, Tang G, Wu F, Gao W, Ren S, Li W. Insights into the Interactions of Microalgae and Combined Macrolide Antibiotics: Removal Efficiency, Physiological–Biochemical Responses and Transcriptomic Analysis. Plants. 2026; 15(7):1128. https://doi.org/10.3390/plants15071128
Chicago/Turabian StyleGuan, Ting, Junzhuang Wu, Guoxin Tang, Feifan Wu, Wei Gao, Shuhan Ren, and Wei Li. 2026. "Insights into the Interactions of Microalgae and Combined Macrolide Antibiotics: Removal Efficiency, Physiological–Biochemical Responses and Transcriptomic Analysis" Plants 15, no. 7: 1128. https://doi.org/10.3390/plants15071128
APA StyleGuan, T., Wu, J., Tang, G., Wu, F., Gao, W., Ren, S., & Li, W. (2026). Insights into the Interactions of Microalgae and Combined Macrolide Antibiotics: Removal Efficiency, Physiological–Biochemical Responses and Transcriptomic Analysis. Plants, 15(7), 1128. https://doi.org/10.3390/plants15071128
