Delivery and Metabolic Fate of Doxorubicin and Betulin Nanoformulations In Vivo: A Metabolomics Approach
Abstract
1. Introduction
2. Materials and Methods
2.1. Chemicals and Reagents
2.2. Preparation and Composition of Enriched Birch Bark Extract (TT)
2.3. Preparation of PEGylated Liposomes Using the Ethanol Injection Method
2.4. Preparation of NLC Formulations by Melt Emulsification
2.5. Experimental Design and Steps for the Characterization of Nanoformulations and Co-Incubation with Microbubbles
2.6. Entrapment Efficiency and Size Determination of PEGylated Liposomes and NLCs
2.7. UHPLC-QTOF-ESI+MS Analysis
2.8. Statistical Analysis
2.9. Animals and Experimental Design for In Vivo Delivery
2.10. Processing and Metabolomic Analysis of Rat Samples
3. Results
3.1. Characterization of Nanoformulations
![]() | L-Control: 192 ± 20 nm PDI = 0.104 |
![]() | LDoxo: 288 ± 25 nm PDI = 0.087 EE% = 87.5%; Cf = 1.75 mg/mL |
![]() | LAB: 177 ± 25 nm PDI = 0.140 EE% = 71.4%; Cf = 1 mg/mL |
![]() | LTT: 198 ± 43 nm PDI = 0.207 EE% = 70%; Cf = 1 mg/mL |
![]() | NLC-Control: 452 ± 18 nm PDI = 0.040 |
![]() | NLCDoxo: 385 ± 54 nm PDI = 0.140 EE% = 50%; Cf = 1 mg/mL |
![]() | NLCAB: 403 ± 52 nm PDI = 0.124 EE% = 65%; Cf = 0.9 mg/mL |
![]() | NLCTT: 455 ± 22 nm PDI = 0.050 EE% = 70.8%; Cf = 0.9 mg/mL |
![]() | MB: 3500 ± 1400 nm PDI = 0.160 |
3.2. Evaluation of Rat Survival, Tumor and Body Weight, Water Consumption
| Sample Codes | Injected (mL) | Dose (mg/kg) | Survival (%) | Mean Weight (g) | Tumor Weight (g) | Water Consumed (mL) | Urine Volume (mL) |
|---|---|---|---|---|---|---|---|
| C0 | - | 0 | 100 | 304.5 ± 2.6 | - | 35 | 12.0 |
| Ct | - | 0 | 100 | 365 ± 40.1 | 8.5 ± 4.28 | 40 | 12.5 |
| Doxo (2 mg/mL) | 1 | 6 | 100 | 344 ± 30.0 | 6.0 ± 1.41 | - | - |
| LDoxo (1.75 mgDoxo mL) | 1.2 | 6 | 100 | 372 ± 42.1 | 8.0 ± 2.92 | 30 (12 h) | 10 (12 h) |
| NLCDoxo (1 mg Doxo/mL) | 2 | 6 | 40 | 335 ± 35.1 | 11.3 ± 1.71 | 32 (12 h) | 10.5 (12 h) |
| LAB (1 mg AB/mL) | 2 | 6 | 75 | 359.6 ± 6.4 | 23.3 ± 10.5 | <10 (12 h) | 3 (12 h) |
| NLCAB (0.9 mg AB/mL) | 2 | 6 | 60 | 366.5 ± 7.5 | 12.2 ± 8.95 | 28 (12 h) | 10.8 (12 h) |
| LTT (1 mg/mL) | 2 | 6 | 62.5 | 370.6 ± 8.6 | 17.4 ± 8.93 | 15 (12 h) | 5 (12 h) |
| NLCTT (0.9 mg/mL) | 1.5 | 4 | 0 | - | - | - | - |
3.3. Identification of Doxorubicin, AB and TT Fragments and Metabolites
3.4. ANOVA Statistics Applied for Doxorubicin, AB and TT Nanoformulations
3.5. Distribution and Semi-Quatitative Evaluation of the Antitumor Molecules and Their Metabolites in Plasma, Tumor Tissue and Elimination in Urine
3.6. Metabolic Biomarkers of Toxicity Identified in Plasma, Tumor and Urine
3.7. Distribution and Semi-Quantitative Levels of Toxicity Biomarkers in Plasma, Tumor Tissue and Urine
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AB | Betulinic Acid |
| B | Betulin |
| DLS | Diffraction Light Scattering |
| Doxo | Doxorubicin |
| MB | Microbubbles |
| MPBE | Methanol:Isopropanol:Methyl t-butyl Ether (2:1:1) |
| MS | Mass Spectrometry |
| NLCs | Lipid Nanostructured Carriers |
| P | Plasma |
| PBS | Saline Phosphate Buffer |
| PDI | Poly Dispersibility Index |
| PEG | Polyethylene Glycol |
| PLGA | Poly (lactic-co-glycolic acid |
| SALD | Laser Diffraction |
| T | Tumor Tissue |
| TT | Pentacyclic Triterpenoids |
| U | Urine |
| UHPLC | Ultra-High Performance Liquid Chromatography |
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| Pure Standard | Rt (min) | Parent Ion [M+1] | Main Fragments (>380 Da) |
|---|---|---|---|
| Doxorubicin (Doxo) | 4.3 | 544.1360 | 397.0619 (Doxof1) |
| Betulin (B) | 8.3 | 443.3068 | 425.3474 (Bf1); 393.2769 (Bf2) |
| Betulinic acid (AB) | 9.9 | 457.6238 | 439.2293(ABf1); 429.2957 (ABf2) |
| Lupeol (LU) | 10.6 | 427.2731 | 409.2744(LUf1); 383. 2850 (LUf2) |
| [M+1] | Rt (min) | Abbreviation | Parent Ions, Fragments and Metabolites (Structures) |
|---|---|---|---|
| 383.2850 | 10.2 | LUf2 | LU fragment (loss of CH3 and C2H4) |
| 385.2717 | 8.3 | Bmet1 | Metabolite of B (loss O and conversion of O-ethyl ketone to acid) |
| 393.2769 | 8.2 | Bf2 | B fragment (decarboxylation) |
| 395.2224 | 8.1 | Bmet2 | Metabolite of B (loss O and O+demethylation and desaturation) |
| 409.2744 | 10.5 | LUf1 | LU fragment (loss of CH3) |
| 425.3474 | 8.3 | Bf1 | B fragment (loss of OH) |
| 427.2731 | 10.6 | LU | LU parent |
| 429.2957 | 9.9 | ABf2 | AB fragment (loss of CO) |
| 439.2293 | 9.9 | ABf1 | AB fragment (loss O and desaturation) |
| 443.3068 | 8.3 | B | B parent |
| 445.2791 | 9.7 | ABmet1 | Metabolite of AB (loss of CH2 and hydroxylation) |
| 457.6374 | 9.9 | AB | AB parent |
| 459.2930 | 8 | Bmet3 | Metabolite of B (oxidation of ethyl to carboxylic acid) |
| 487.3289 | 9.6 | ABmet2 | Metabolite of AB (conversion of CH2 to HCOOH) |
| 544.1363 | 4.3 | Doxo | Doxo parent |
| 545.3606 | 2.7 | Doxomet1 | Metabolite of Doxo (Doxorubicinol) |
| 397.0619 | 4.3 | Doxof1 | Doxo, main fragment |
| 415.0691 | 2.7 | Doxomet2 | Metabolite of Doxo (Doxorubicinone) |
| Rt (min) | Molecule | [M+1] | HMDB ID |
|---|---|---|---|
| 1.6 | Arginine (Arg) | 175.1057 | HMDB0000517 |
| 1.8 | Dimethylarginine (DMA) | 203.0370 | HMDB0251395 |
| 2.3 | Creatine | 132.0923 | HMDB0000064 |
| 2.5 | Creatinine | 114.0560 | HMDB0000562 |
| 5.2 | Uric acid | 169.1079 | HMDB0000289 |
| 7.9 | Hippuric acid (Hp) | 180.1242 | HMDB0000714 |
| 8.0 | Indoxyl sulfate (IS) | 214.2369 | HMDB0000682 |
| 8.9 | p-Cresyl sulfate (pCS) | 189.1486 | HMDB0011635 |
| Survival Score * | Tumor Weight ** | Doxo | Doxo met1 | Doxo met2 | |||||
|---|---|---|---|---|---|---|---|---|---|
| Doxo | 1 | 1 | T > U > P | P > T > U | P > T > U | ||||
| LDoxo | 1 | 2 | P~T~U | T > P~U | P~U > T | ||||
| NLCDoxo | 5 | 3 | P > T~U | P > T~U | P > T > U | ||||
| AB | AB met1 | AB met2 | B | B met1 | B met2 | LU | |||
| LAB | 2 | 6 | P > U > T | U > P~T | P > U > T | ||||
| NLCAB | 4 | 4 | P > U > T | U > P > T | P > U > T | ||||
| LTT | 3 | 5 | P~T > U | U > T > P | P > U > T | P > U > T | P > T > U | U > P > T | T > U > P |
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Socaciu, M.A.; Moldovan, R.; Socaciu, C.; Tăbăran, F.A.; Clichici, S. Delivery and Metabolic Fate of Doxorubicin and Betulin Nanoformulations In Vivo: A Metabolomics Approach. Metabolites 2025, 15, 723. https://doi.org/10.3390/metabo15110723
Socaciu MA, Moldovan R, Socaciu C, Tăbăran FA, Clichici S. Delivery and Metabolic Fate of Doxorubicin and Betulin Nanoformulations In Vivo: A Metabolomics Approach. Metabolites. 2025; 15(11):723. https://doi.org/10.3390/metabo15110723
Chicago/Turabian StyleSocaciu, Mihai Adrian, Remus Moldovan, Carmen Socaciu, Flaviu Alexandru Tăbăran, and Simona Clichici. 2025. "Delivery and Metabolic Fate of Doxorubicin and Betulin Nanoformulations In Vivo: A Metabolomics Approach" Metabolites 15, no. 11: 723. https://doi.org/10.3390/metabo15110723
APA StyleSocaciu, M. A., Moldovan, R., Socaciu, C., Tăbăran, F. A., & Clichici, S. (2025). Delivery and Metabolic Fate of Doxorubicin and Betulin Nanoformulations In Vivo: A Metabolomics Approach. Metabolites, 15(11), 723. https://doi.org/10.3390/metabo15110723










