Physiological, Biochemical, and Molecular Mechanisms of Resistance of Poacynum hendersonii to Melampsora apocyni
Abstract
1. Introduction
2. Results
2.1. The Effect of Rust Disease on the Antioxidant Activity in Leaves of P. hendersonii
2.2. The Effect of Rust Disease on Chlorophyll Content in Leaves of P. hendersonii
2.3. The Effect of Rust Disease on Hormone Content in Leaves of P. hendersonii
2.4. Effects of Rust Disease on Secondary Metabolites in the Leaves of P. hendersonii
2.5. Transcriptome Analysis
3. Discussion
4. Materials and Methods
4.1. Experimental Materials
4.2. Experimental Methods
4.2.1. Determination of Antioxidant Activity and Defense Enzyme Activity
4.2.2. Determination of Chlorophyll Content
4.2.3. Determination of Hormone Content
4.2.4. Determination of Secondary Metabolites
- The total flavonoid content in the leaves was determined using a spectrophotometric method [49], where 50.0 mg of rutin standard (Solebao Biotechnology Co., Ltd., Beijing, China) was dissolved in 50 mL of 60% ethanol solution, with solubilization assisted by a water bath at 40 °C. After cooling to room temperature, the solution was made up to volume. Aliquots of 0, 1, 2, 3, 4, and 5 mL of the rutin standard solution were transferred into volumetric flasks and diluted to 5 mL with distilled water. Subsequently, 0.3 mL of 5% NaNO2 solution was added, mixed, and allowed to stand for 6 min. Then, 0.3 mL of 10% Al(NO3)3 solution was added, mixed, and allowed to stand for another 6 min. Finally, 4.0 mL of 4% NaOH solution was added, and the volume was adjusted to 10 mL with distilled water. The mixture was then mixed thoroughly and allowed to stand in the dark for 20 min. The absorbance (x) of these solutions was measured at a wavelength of 510 nm using a UV–visible spectrophotometer. A regression equation for rutin concentration (y, mg·mL−1) as the dependent variable and absorbance as the independent variable was established: y = 8.0597 x + 0.0092 (R2 = 0.9997).
- Healthy and diseased leaves were dried at 60 °C until a constant weight was achieved, then thoroughly ground and passed through an 80-mesh sieve. Then, 0.400 g of leaf powder was transferred to a centrifuge tube, and 10 mL of 60% ethanol was added for ultrasonic extraction (KQ5200B, Kunshan Ultrasonic Instrument Co., Ltd., Kunshan, China) for 60 min. Subsequently, the mixture was centrifuged at 12,000 rpm for 10 min at 25 °C, and the supernatant was collected and diluted to a final volume of 10 mL for subsequent use. An aliquot of 1.0 mL of the supernatant was taken, and NaNO2, Al(NO3)3, and NaOH solutions were added sequentially, followed by dilution to a final volume of 10 mL in the dark for 20 min. The absorbance at 510 nm was measured, and the total flavonoid content was calculated based on the regression equation of rutin, expressed as rutin equivalent (mg·g−1). Each treatment was repeated three times, and the average value was calculated.
- The total phenolic content in the leaves was determined using the Folin–Ciocalteu method [50], where 50.0 mg of gallic acid standard (Soleibao Biotechnology Co., Ltd., Beijing, China) with a purity of ≥98% was weighed and dissolved in 50 mL of methanol to obtain a stock solution of 1 mg·mL−1. Subsequently, 0, 1, 2, 3, 4, and 5 mL of the stock solution were transferred into 10 mL volumetric flasks and diluted with methanol to obtain gallic acid standard solutions with concentrations of 0, 10, 20, 30, 40, and 50 mg·mL−1, respectively. The absorbance (x) of these solutions was measured at a wavelength of 760 nm using a UV-Vis spectrophotometer, and a regression equation was established with gallic acid concentration (y, mg·mL) as the dependent variable: y = 4.8332x − 0.045 (R2 = 0.9994).
- Weigh 0.10 g of powdered healthy leaves, mildly infected leaves, and severely infected leaves, and add 10 mL of a 5.5% methanol–hydrochloric acid solution. Then, perform ultrasonic extraction at 80 °C for 120 min, followed by centrifugation at 5,000 rpm for 20 min at 25 °C to collect the supernatant. Take 0.1 mL of the supernatant, add 5.0 mL of methanol and 0.1 mL of Folin–Ciocalteu reagent (Solaibao Biotechnology Co., Ltd., Beijing, China), mix thoroughly, and allow it to stand for 5 min. Next, add 0.2 mL of 20% Na2CO3 solution and allow it to stand in the dark for 30 min, followed by centrifugation at 12,000 rpm for 10 min. Take 1.0 mL of the supernatant and measure its absorbance at a wavelength of 760 nm. The total phenolic content is calculated using the regression equation of gallic acid, expressed as gallic acid equivalents (mg·g−1). Each sample solution is measured in triplicate, and the averages are calculated.
- Weigh 5.0 mg of standards including chlorogenic acid, cryptochlorogenic acid, quercetin, kaempferol, vitexin, hyperoside, isorhamnetin, and rutin (purity ≥ 98%) and dissolve them in methanol to a final volume of 5 mL, preparing a stock solution at a concentration of 1.0 mg·mL−1. The stock solution is then sequentially diluted to prepare standard solutions at concentrations of 1, 10, 100, 250, 500, 1000, 5000, and 10,000 ng·mL−1. The UPLC-MS/MS method is employed to measure the peak areas (y) of these eight compounds in the mixed solutions, establishing a regression equation with mass concentration (x, ng·mL) as the independent variable (Table 4). Weigh 0.500 g of powdered healthy and diseased leaves, add 5 mL of 60% (v/v) ethanol, and perform ultrasonic extraction for 120 min. The mixture is then centrifuged at 12,000 rpm for 20 min at room temperature. The supernatant is filtered through a 0.22 µm PTFE filter membrane, and 100 µL of the supernatant is transferred to a brown LC injection vial for UPLC-ESI-MS/MS analysis. The content of these eight substances is calculated based on the aforementioned regression equation, and the process is repeated three times to obtain the average value.
- Mass spectrometry conditions were established using an electrospray ionization source (ESI), with content determination conducted via multiple reaction monitoring mode (MRM). The desolvation gas temperature was maintained at 450 °C, while the ion source temperature was set to 150 °C. The desolvation gas flow rate was adjusted to 800 L·h−1, and the cone gas flow rate was specified at 150 L·h−1. The capillary voltage was configured to 3000 V (Table 4).
- The chromatographic conditions employed in this study include a mobile phase composed of phase A (0.1% formic acid aqueous solution) and phase B (acetonitrile). The analysis was conducted using a Waters ACQUITY UPLC BEH C18 column (50 mm × 2.1 mm, 1.7 μm) at a flow rate of 0.3 mL·min−1 and an injection volume of 1 μL. The column temperature was maintained at 40 °C, as detailed in Table 4.
4.2.5. Transcriptome Sequencing and Analysis
4.2.6. Real-Time Quantitative Reverse Transcription PCR Analysis
4.3. Data Analysis
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sample | Raw (Reads) | Raw_Bases (G) | Clean (Reads) | Clean_Bases (G) | Error_Rate (%) | Q20 (%) | Q30 (%) | GC_pct (%) |
---|---|---|---|---|---|---|---|---|
CK_1 | 21,213,008 | 6.4 | 20,764,146 | 6.2 | 0.03 | 97.75 | 93.57 | 43.85 |
CK_2 | 22,013,756 | 6.6 | 21,448,738 | 6.4 | 0.03 | 97.67 | 93.43 | 43.84 |
CK_3 | 21,793,993 | 6.5 | 21,114,531 | 6.3 | 0.03 | 97.67 | 93.39 | 43.87 |
M_1 | 20,722,380 | 6.2 | 20,285,020 | 6.1 | 0.02 | 98.1 | 94.45 | 44.32 |
M_2 | 22,825,204 | 6.8 | 22,153,576 | 6.6 | 0.02 | 98.04 | 94.29 | 44.44 |
M_3 | 20,829,249 | 6.2 | 20,386,203 | 6.1 | 0.03 | 97.94 | 94.04 | 44.32 |
S_1 | 19,765,517 | 5.9 | 19,295,848 | 5.8 | 0.02 | 98.15 | 94.53 | 45.06 |
S_2 | 20,893,270 | 6.3 | 20,258,248 | 6.1 | 0.02 | 98 | 94.18 | 45.15 |
S_3 | 19,844,042 | 6 | 19,259,470 | 5.8 | 0.02 | 98.15 | 94.55 | 45.11 |
KEGGID | Description | p Value | padj | Up | Down |
---|---|---|---|---|---|
ath00999 | Biosynthesis of various plant secondary metabolites | 0.000 | 0.000 | 21 | 15 |
ath00500 | Starch and sucrose metabolism | 0.000 | 0.001 | 34 | 25 |
ath00073 | Cutin, suberine and wax biosynthesis | 0.000 | 0.008 | 9 | 4 |
ath00908 | Zeatin biosynthesis | 0.000 | 0.008 | 10 | 10 |
ath04626 | Plant-pathogen interaction | 0.000 | 0.008 | 42 | 16 |
ath00941 | Flavonoid biosynthesis | 0.001 | 0.026 | 3 | 15 |
ath00710 | Carbon fixation in photosynthetic organisms | 0.002 | 0.034 | 4 | 21 |
ath00592 | alpha-Linolenic acid metabolism | 0.002 | 0.034 | 14 | 8 |
ath04075 | Plant hormone signal transduction | 0.003 | 0.043 | 38 | 30 |
ath00052 | Galactose metabolism | 0.003 | 0.043 | 18 | 6 |
ath00565 | Ether lipid metabolism | 0.005 | 0.053 | 9 | 2 |
ath02010 | ABC transporters | 0.007 | 0.066 | 17 | 12 |
ath00591 | Linoleic acid metabolism | 0.008 | 0.066 | 8 | 1 |
ath00909 | Sesquiterpenoid and triterpenoid biosynthesis | 0.008 | 0.066 | 4 | 7 |
ath00100 | Steroid biosynthesis | 0.008 | 0.066 | 3 | 11 |
ath00350 | Tyrosine metabolism | 0.008 | 0.066 | 8 | 10 |
ath00960 | Tropane, piperidine and pyridine alkaloid biosynthesis | 0.009 | 0.069 | 5 | 10 |
ath00260 | Glycine, serine and threonine metabolism | 0.010 | 0.071 | 8 | 15 |
ath00062 | Fatty acid elongation | 0.012 | 0.080 | 4 | 10 |
ath00940 | Phenylpropanoid biosynthesis | 0.015 | 0.096 | 23 | 17 |
KEGGID | Description | p Value | padj | Up | Down |
---|---|---|---|---|---|
ath00500 | Starch and sucrose metabolism | 0.000 | 0.000 | 28 | 33 |
ath00999 | Biosynthesis of various plant secondary metabolites | 0.000 | 0.000 | 22 | 14 |
ath04075 | Plant hormone signal transduction | 0.000 | 0.000 | 35 | 32 |
ath00908 | Zeatin biosynthesis | 0.000 | 0.001 | 9 | 10 |
ath00073 | Cutin, suberine and wax biosynthesis | 0.000 | 0.004 | 9 | 3 |
ath00940 | Phenylpropanoid biosynthesis | 0.000 | 0.006 | 25 | 15 |
ath00052 | Galactose metabolism | 0.000 | 0.006 | 15 | 8 |
ath00460 | Cyanoamino acid metabolism | 0.000 | 0.006 | 11 | 10 |
ath00941 | Flavonoid biosynthesis | 0.001 | 0.008 | 4 | 13 |
ath00710 | Carbon fixation in photosynthetic organisms | 0.001 | 0.009 | 7 | 16 |
ath00565 | Ether lipid metabolism | 0.001 | 0.009 | 9 | 2 |
ath00564 | Glycerophospholipid metabolism | 0.001 | 0.009 | 21 | 9 |
ath02010 | ABC transporters | 0.001 | 0.009 | 17 | 10 |
ath01200 | Carbon metabolism | 0.002 | 0.013 | 23 | 43 |
ath04712 | Circadian rhythm—plant | 0.003 | 0.022 | 3 | 13 |
ath00905 | Brassinosteroid biosynthesis | 0.004 | 0.031 | 7 | 0 |
ath00071 | Fatty acid degradation | 0.005 | 0.037 | 12 | 8 |
ath00062 | Fatty acid elongation | 0.006 | 0.042 | 6 | 7 |
ath00960 | Tropane, piperidine and pyridine alkaloid biosynthesis | 0.009 | 0.056 | 6 | 7 |
ath00592 | alpha-Linolenic acid metabolism | 0.010 | 0.062 | 11 | 7 |
Secondary Metabolite | Parent Ion (m·z−1) | Daughter Ion (m·z−1) | Ionization Mode | Voltage (V) | Collisional Energy (eV) | Retention Time (min) | Regression Equation | R2 | Linear over (ng·mL−1) |
---|---|---|---|---|---|---|---|---|---|
Chlorogenic Acid | 352.9 | 190.9 * | − | 40 | 22 | 2.57 | Y = 194.3 * X − 11.5 | 0.9996 | 0.9–5043.2 |
84.9 | 40 | 36 | |||||||
Cryptochlorogenic Acid | 256.9 | 173.0 * | + | 40 | 25 | 2.75 | Y = 79.0 * X − 176.3 | 0.9992 | 11.9–5056.3 |
190.9 | 40 | 22 | |||||||
Quercetin | 301.1 | 150.9 * | − | 4 | 24 | 7.29 | Y = 353.3 * X + 8370.9 | 0.9991 | 1.3–5035.6 |
178.9 | 4 | 18 | |||||||
Kaempferol | 287.0 | 152.9 * | + | 48 | 32 | 7.43 | Y = 1620.1 * X + 50674.8 | 0.9994 | 1.1–4983.1 |
121.0 | 48 | 30 | |||||||
Astragalin | 446.9 | 254.9 | − | 18 | 38 | 6.87 | Y = 501.2 * X + 666.2 | 0.9999 | 10.1–5000.3 |
284.0 * | 18 | 24 | |||||||
Hyperoside | 463.1 | 300.2 * | − | 8 | 26 | 5.98 | Y = 253.9 * X − 1964.7 | 0.9990 | 12.5–5069.6 |
270.9 | 8 | 40 | |||||||
Isoquercitrin | 463.0 | 300.2 * | − | 66 | 28 | 6.30 | Y = 277.1 * X − 977.4 | 0.9992 | 11.5–5060.1 |
270.9 | 66 | 40 | |||||||
Rutin | 609.2 | 300.2 * | − | 8 | 36 | 5.94 | Y = 111.2 * X − 183.2 | 0.9993 | 11.6–5067.5 |
255.0 | 8 | 52 |
Amplification Region | Primer Name | Primer Sequence |
---|---|---|
g15449 | g15449-F | GTGATATGTGCTCTAAGGATCTGG |
g15449-R | CTATGCCACTTCCAGCTATTATTT | |
g19451 | g19451-F | GTTTCTTCAAAATCTATGCTGCTT |
g19451-R | TTCTTCCCAAAGGAATTTCATAAT | |
g4187 | g4187-F | GTTAGGGTAGGGGATAAAGTAGGT |
g4187-R | CACCAAGTTTTACTAAGGCTTCCT | |
g13063 | g13063-F | TGGGTGTTGTGGTGGAGTTA |
g13063-R | TTCACCTTGCTACAGTCGGT | |
g17904 | g17904-F | AAGTCCGCAGTAGAGAGAGTGTGT |
g17904-R | TTTCTTGTTTGAGCTAAAGCAGTG | |
Actin2 | Actin2-F | TGCTGGATTCTGGTGATGGT |
Actin2-R | AATTTCCCGCTCTGCTGTTG |
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Gu, J.; Shang, E.; Ma, M. Physiological, Biochemical, and Molecular Mechanisms of Resistance of Poacynum hendersonii to Melampsora apocyni. Plants 2025, 14, 2589. https://doi.org/10.3390/plants14162589
Gu J, Shang E, Ma M. Physiological, Biochemical, and Molecular Mechanisms of Resistance of Poacynum hendersonii to Melampsora apocyni. Plants. 2025; 14(16):2589. https://doi.org/10.3390/plants14162589
Chicago/Turabian StyleGu, Junjun, Endong Shang, and Miao Ma. 2025. "Physiological, Biochemical, and Molecular Mechanisms of Resistance of Poacynum hendersonii to Melampsora apocyni" Plants 14, no. 16: 2589. https://doi.org/10.3390/plants14162589
APA StyleGu, J., Shang, E., & Ma, M. (2025). Physiological, Biochemical, and Molecular Mechanisms of Resistance of Poacynum hendersonii to Melampsora apocyni. Plants, 14(16), 2589. https://doi.org/10.3390/plants14162589