ADMET-Guided Design and In Silico Planning of Boron Delivery Systems for BNCT: From Transport and Biodistribution to PBPK-Informed Irradiation Windows
Abstract
1. Introduction
1.1. Historical Overview and Clinical Progress
1.2. Emergence of ADMET-Guided Design
1.3. Molecular Classes of Boron-Containing Agents
1.4. European Contribution
1.5. Aim and Structure of the Review
2. Absorption
2.1. Physicochemical Determinants
2.2. Absorptive Pathways
2.3. Quantitative Considerations
2.4. Strategies to Enhance Absorption
2.5. Key Insights
3. Distribution
3.1. Pharmacokinetic Determinants and Modelling
3.2. Tissue Distribution and Tumour Selectivity
3.3. Blood–Brain Barrier (BBB) and Blood–Tumour Barrier (BTB)
3.4. Intracellular Distribution and Organelle Targeting
3.5. Distribution Kinetics and Clearance
3.6. Imaging-Based Distribution Data
4. Metabolism of Boron-Containing Agents
4.1. Low-Molecular-Weight Agents
4.2. Metallacarborane and Carborane-Containing Small MOLECULES
4.3. Bioconjugates: Peptides and Targeted Ligands
4.4. Polymeric and Lipid Carriers
4.5. Inorganic Nanoplatforms
4.6. Cell-Based Delivery Systems
4.7. Analytical Read-Outs and Modelling of Metabolic Fate
4.8. Design Principles from a Metabolism Perspective
5. Excretion of Boron-Containing Agents
5.1. General Principles and Elimination Pathways
5.2. Low-Molecular-Weight Agents
5.3. Bioconjugates (Peptides, Targeted Ligands)
5.4. Polymeric and Lipid Carriers
5.5. Inorganic Nanoplatforms
5.6. Cell-Based Delivery Systems
5.7. Transporters and Clinical Pharmacology
5.8. Design Principles for Favourable Elimination
6. Toxicity and Safety of Boron-Containing Agents
6.1. Clinical Safety Experience and Normal Tissue Effects
6.2. Small-Molecule Agents
6.3. Bioconjugates and Targeted Ligands
6.4. Plymeric and Lipid Carriers
6.5. Inorganic Nanoplatforms
6.6. Cell-Based Delivery Systems
6.7. Radiobiology-Informed Risk Management
6.8. Drug–Drug Interactions and Supportive Care
6.9. Practical Design Principles (Safety)
6.10. Genetic and Oxidative Safety
6.11. In Vivo Toxicological Profiles and NOAEL (No-Observed-Adverse-Effect Level) Values
6.12. Immunotoxicity and Inflammatory Responses [14,15,16,17,18,20,54,56,91]
| Representative | Principal Toxicity Endpoints | Mechanistic Drivers | Organs at Risk | Mitigation Strategies | Clinical/Preclinical Notes | Quantitative Endpoints Explicitly Reported in Cited Sources | Representative Refs. |
|---|---|---|---|---|---|---|---|
| BPA/BPA–fructose | Infusion-related symptoms (nausea, flushing); field-limited RT (Radiation Therapy)-like AEs (Adverse Effects) during BNCT (mucositis, dermatitis) | Transporter-driven normal tissue uptake (LAT1); exposure at irradiation if T/B suboptimal | Oral mucosa/skin in field; kidney (exposure during infusion) | PET selection; schedule to peak T/B; supportive care protocols | Systemic toxicity generally mild–moderate at clinical dosing with proper scheduling | 500 mg/kg BPA (clinical dosing) reported in clinical studies;. | [3,4,5,8,10,14,23,40,83,93,97,99] |
| BSH | RT-like AEs in field; limited systemic toxicity | Extracellular distribution; blood concentrations at irradiation | Kidney (rapid renal handling); liver (minor) | Dose planning to minimise normal tissue dose; consider carriers to improve selectivity | Conservative safety margins when scheduling is respected | 100 mg/kg BSH (infusion), dose rate 1 mg/kg/min | [1,23,78,92] |
| Targeted peptides/ligand conjugates | Potential immunogenicity; off-target binding; infusion reactions (rare) | Proteolysis; receptor expression in normal tissues; endosomal trapping | Receptor-positive normal tissues; liver (if opsonised) | Protease-resistant designs; validate receptor maps; premedication/infusion-rate control | Risk profile depends on-target expression and linker chemistry | NR | [14,15,18,19,23,33,37,91,100] |
| PEGylated liposomes/polymeric dendrimers | Complement activation; hepatic/splenic deposition; infusion reactions | Protein corona→MPS (RES) uptake; insufficient stealth; cationic surfaces | Liver, spleen; blood (infusion) | Increase PEG density; near-neutral charge; graded dosing; endosomolytic features within safe range | Monitoring liver enzymes; mitigate CARPA (Complement Activation-Related Pseudo Allergy)-like events if relevant | [11,15,16,17,23,48,49,50,51,52,56] | |
| Functionalised mesoporous silica nanoparticles (MSNs) | Inflammation with prolonged retention; long-term organ sequestration if slow degradation | Slow biodegradation to silicic acid; corona-modulated responses | Liver, spleen; reticuloendothelial system | Design for controlled post-treatment degradation; neutral corona; dose staggering | Favourable profiles when degradability and surface chemistry are optimised | NR | [20,21,23,53,54,55,56] |
| Cell-based carriers (e.g., macrophages) | Immune activation/cytokine-related events; ectopic accumulation | Cell persistence/activation state; payload stability | Liver/spleen (clearance); lymph nodes; tumour microenvironment | GMP manufacturing; viability/release criteria; clinical monitoring | Preclinical studies show tumour homing with limited systemic redistribution of inert payloads | Exposure range tested in viability assays: 0.1–200 µg/mL (B4C1/B4C2). | [23,24] |
| Imaging-oriented boron tracers (e.g., 18F-labelled amino acids, sugars) | Low systemic toxicity at tracer doses | Transporter-mediated uptake; rapid clearance | Kidney; field-specific effects not applicable (diagnostic use) | Standard radiotracer safety; QC (Quality Control) of radiochemistry | Useful for selection/scheduling; not therapeutic on their own | NR | [8,38,39,40,48,57] |
| Historical ferrocene-based boron agents (preclinical) | Organ sequestration-related concerns | Cationic complex organotropism | Liver, spleen, kidney | Preclinical toxicity mapping; not for routine clinical use | Context for organ-level safety considerations | NR | [72] |
7. Key Insights
7.1. Absorption
7.2. Distribution
7.3. Metabolism
7.4. Excretion
7.5. Toxicity
8. Conclusions and Outlook
8.1. Future Directions
8.2. Perspective
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ADMET | Absorption, Distribution, Metabolism, Excretion and Toxicity |
| AEs | Adverse Effects |
| BBB | Blood–Brain Barrier |
| BCRP | Breast Cancer Resistance Protein |
| BN | Boron Nitride |
| BNCT | Boron Neutron Capture Therapy |
| BODIPY | Boron-Dipyrromethene |
| BPA | p-Boronophenylalanine |
| BPA-fructose | Boronophenylalanine-fructose, BPA-Fr |
| 18F-BPA | 18F-labelled Boronophenylalanine, FBPA |
| 18F-BPA-fructose | 18F-labelled Boronophenylalanine-fructose, FBPA-Fr |
| BCS | Biopharmaceutics Classification System |
| BRB | Blood–Retina Barrier |
| BSH | Sodium Mercaptoundecahydro-closo-Dodecaborate (Sodium Borocaptate) |
| BTB | Blood–Tumour Barrier |
| CA IX | Carbonic Anhydrase IX |
| CARPA | Complement Activation-Related PseudoAllergy |
| CL | Clearance |
| CNS | Central Nervous System |
| DDI | Drug–Drug Interaction |
| DNA | Deoxyribonucleic Acid |
| EPR | Enhanced Permeability and Retention (effect) |
| EGFR | Epidermal Growth Factor Receptor |
| GMP | Good Manufacturing Practice |
| ITC | International Transporter Consortium |
| LAT1 | L-Type Amino Acid Transporter 1, SLC7A5 |
| LET | Linear Energy Transfer |
| LB models | Ligand Binding models |
| logP | Logarithm of the Partition Coefficient (octanol/water) |
| Low-MW | Low-Molecular-Weight |
| MPS | Mononuclear Phagocyte System |
| MRI | Magnetic Resonance Imaging |
| MSCs | Mesenchymal Stromal Cells |
| MSNs | Mesoporous Silica Nanoparticles |
| NOAEL | No-Observed-Adverse-Effect Level |
| NR | Not reported in this review |
| OATs | Organic Anion Transporters |
| OATPs | Organic Anion Transporting Polypeptides |
| OCTs | Organic Cation Transporters |
| PAMAM | Polyamidoamine |
| PBPK | Physiologically Based Pharmacokinetic |
| PK | Pharmacokinetic |
| PK/BD | Pharmacokinetic and biodistribution |
| PEG | Polyethylene Glycol |
| PEGylated | Modified with Polyethylene Glycol |
| PET | Positron Emission Tomography |
| PET/MRI | Positron Emission Tomography/Magnetic Resonance Imaging |
| P-gp | P-Glycoprotein |
| QC | Quality Control |
| RES | Reticuloendothelial System |
| RGD | Arginine–Glycine–Aspartate (integrin-binding motif) |
| RO5 | Lipinski’s Rule of five |
| ROS | Reactive Oxygen Species |
| RT-like | Radiation Therapy-like |
| t1/2 | half-life |
| T/B | Tumour-to-Blood Ratio |
| T/N | Tumour-to-Normal Tissue Ratio |
| Vd | Volume of Distribution |
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| Representative | Class/Format | Absorption Determinants | Principal Uptake Pathway | Absorption- Enhancing Strategies | Key Caveats (Absorption) | Quantitative Endpoints Explicitly Reported in Cited Sources | Representative Refs. |
|---|---|---|---|---|---|---|---|
| BPA/BPA–fructose (Boronophenylalanine–fructose, BPA-Fr) | Low-MW (low-molecular-weight) amino-acid analogue | Hydrophilicity; LAT1 engagement; formulation (fructose) | Carrier (LAT1) ±limited diffusion | Transporter targeting; clinical formulation (BPA-fructose) | Heterogeneous uptake across tumours | logP ≈ −1.2 | [8,10,14,23,29,31,32,40] |
| BSH | Low-MW polyhydroborate | Extreme hydrophilicity; minimal permeability | Primarily extracellular | High-dose/ infusion; carrier-assisted approaches | Rapid renal clearance; modest selectivity | logP ≈ −4.8 | [1,3,23] |
| Metallacarborane- modified nucleosides/DNA-affine constructs | Small molecules with carborane clusters | Moderate logP (~2–3); compactness; linker stability | Passive uptake; endocytic contributions | Balance polarity; endosomal- escape motifs | Lysosomal trapping if over- hydrophobic | NR (Not reported in this review)– numeric values depend on the specific derivative | [7,13,14,15,23,41,42,43,44] |
| Peptide/ ligand-targeted conjugates, e.g., RGD (Arginine-Glicine Aspartate), EGFR | Targeted bioconjugates | Affinity/avidity; receptor density; linker stability | Receptor- mediated endocytosis | Valency optimisation; protease-resistant backbones | Variable receptor expression; endosomal sequestration | NR (reported endpoints differ strongly between systems) | [14,18,19,23,33,37,45,46,47] |
| PEGylated boronated liposomes/ dendrimers | Polymeric/lipid nanocarriers (≈50–150 nm) | Size; PEG stealth; near-neutral charge | Endocytosis; EPR-mediated tissue entry | PEGylation; size tuning; long-circulating designs | RES (Reticuloendothelial System) uptake if insufficient stealth | NR (size/Zeta potential are study-specific and reported in individual platform papers) | [2,11,16,17,23,29,30,31,32,48,49,50,51,52] |
| Functionalised mesoporous silica nanoparticles | Inorganic nanocarriers | Pore/ligand functionalisation; size/shape | Clathrin/caveolin-mediated endocytosis | Ligand grafting; pH-labile gates | Biodegradation timescale context- dependent | NR (platform-specific) | [20,21,23,53,54,55,56] |
| Cell-based delivery (e.g., macrophages) | Cellular carriers | Cell homing; payload loading | Active trafficking into tumour microenvironments | Optimise loading/release; exploit chemotaxis | Biological variability | B4C preparations used for loading: 32 ± 10 nm (B4C1) and 80 ± 30 nm (B4C2) | [23,24] |
| Selected PET- oriented tracers (boronated amino acids, sugars) | Low-MW tracers (diagnostic) | Transporter targeting; radiolabelling | Carrier-mediated uptake (LAT1, sugar transporters) | PEGylation/ sugar conjugation for uptake/PK | Translation to therapy requires exposure matching | NR (numeric tracer endpoints are reported in the individual PET papers) | [38,39,57,58] |
| Representative (Example) | Distribution Determinants | Typical Biodistribution Pattern | Selectivity (T/N; T/B) | BBB/Organ Targeting | Distribution- Enhancing Strategies | Quantitative Endpoints Explicitly Reported in Cited Sources | Representative Refs. |
|---|---|---|---|---|---|---|---|
| BPA/ BPA-fructose | LAT1 density; hydrophilicity; short t1/2 | Tumour uptake in LAT1-high tissues; low Vd | Glioma PET ~2–3+ (context- dependent) | Partial BBB via LAT1 | Timing vs. irradiation; formulation | Human (melanoma patients): peak blood 9.4 ± 2.6 µg 10B/g at end of infusion; blood clearance t1/2 2.8 h and 9.2 h; skin-to-blood 1.31 ± 0.22 (first 6 h); tumour-to-blood 3.40 ± 0.83 (resected tumours) | [8,10,14,23,34,40,78] |
| BSH | Hydrophilicity; extracellular confinement | Blood/kidney/ liver; modest tumour deposition | Lower than BPA | Poor BBB penetration | Carrier- assisted delivery | NR (classical PK/BD (pharmacokinetic and biodistribution) values not consistently reported across cited sources) | [1,23,34,78] |
| Metallacarborane/ DNA-affine constructs | Lipophilicity; nuclear affinity; linker routing | Enhanced cellular/nuclear localisation | Improved local (organelle) targeting | BBB depends on scaffold | Endosomal- escape/linker tuning | NR (quantitative BD not uniform; depends on specific conjugate) | [13,14,15,23,41,43,44] |
| Targeted peptides/ ligands | Receptor density; valency; stability | Receptor- positive tumour deposition; off-target varies | Higher apparent selectivity with high receptor expression | Transcytosis possible with ligands | Ligand grafting; protease resistance | NR (endpoints platform-specific; report when available in the primary paper) | [14,18,19,23,33,34,35,37,47,78] |
| PEGylated liposomes/ dendrimers | PEG stealth; size/charge; corona | Tumour + liver/spleen; prolonged circulation | EPR-driven (model-dependent) | BBB limited; ligand- enhanced entry | Stealth; size tuning; long-circulating designs | Transferrin-PEG liposomes (tumour-bearing mice): tumour 10B ~35.5 µg/g; tumour 10B >30 µg/g for ≥72 h; tumour/plasma ratio 6.0 at 72 h | [11,15,16,17,23,34,35,48,49,50,51,52] |
| Functionalised MSNs (Mesoporous Silica Nanoparticles) | Surface chemistry; porosity; corona | Tumour (EPR) and liver/spleen | Improved with targeting ligands | BBB limited; ligand-mediated routes | Ligand grafting; neutral corona design | NR (platform-specific) | [20,21,23,34,53,54,55,78] |
| Cell-based carriers | Homing to hypoxia/ inflammation; cell kinetics | Uniform intratumoural distribution incl. hypoxic zones | Favourable functional selectivity | Cells traverse barriers | Preconditioning; loading optimisation | NR | [23,24,34] |
| Borylated ferrocenium (animal data) | Organotropism of cationic complexes | Liver/spleen/ kidney predominant sinks | — | — | — | NR | [72] |
| Representative (Example) | Metabolic Liability/Processing | Intracellular Fate & Trafficking | Linker Chemistry/Trigger | Stability-/Release-Enhancing Strategies | Key Caveats (Metabolism) | Representative Refs. |
|---|---|---|---|---|---|---|
| BPA/ BPA-fructose | Minimal biotransformation; transporter-driven behaviour | Cytosolic pool; relatively rapid egress without sustained LAT1 | — | Formulation and scheduling to delay efflux | Heterogeneous LAT1; rapid washout | [8,10,14,23,40] |
| BSH | Negligible conversion; renal elimination | Largely extracellular | — | Encapsulation/conjugation | Limited cell entry | [1,3,9,23,78,81] |
| Metallacarborane/DNA-affine | Carborane inert; linker is liability | Risk of endo-lysosomal trapping; possible nuclear localisation | Stable amide/urea; steric shielding | Balance logP; add endosomal-escape motifs | Over-hydrophobicity→sequestration | [13,14,15,23,41,42,43,44,94] |
| Peptide/ligand conjugates | Proteolysis; endolysosomal degradation | Endocytosis; recycling vs. degradation | Protease-resistant backbones; cleavable linkers | Cyclisation; PEG spacers; valency tuning | Premature plasma cleavage | [14,15,18,19,23,33,47,91] |
| PEGylated liposomes/dendrimers | Colloidal stability and corona drive fate; limited enzyme metabolism | Endosomal-lysosomal routing unless engineered | pH-responsive gates; cleavable spacers | Increase stealth; tune size/charge; endosomolytic features | RES processing if insufficient stealth | [11,15,16,17,23,48,49,50,51,52,56] |
| Functionalised MSNs | Biodegradation to silicic acid; corona-driven processing | Lysosomal residence if ungated | pH/enzyme-labile gatekeepers; ligand shells | Surface chemistry control; triggerable gates | Long-term retention if slow degradation | [20,21,23,53,54,55,56] |
| Cell-based carriers | Cellular processing of payload; no chemical metabolism of boron core | Deep tumour homing; sustained presence | Payload-specific | Optimise loading/release; preserve viability | Biological variability | [23,24] |
| Representative | Primary Elimination Route(s) | Determinants of Clearance | Organ Retention/Sinks | Excretion-Optimising Strategies | Key Caveats | Quantitative Endpoints Explicitly Reported in Cited Sources | Representative Refs. |
|---|---|---|---|---|---|---|---|
| BPA/ BPA-fructose | Renal (filtration) | Hydrophilicity; transporter-mediated tissue egress | Kidney exposure during infusion; transient tumour retention | Schedule vs. tumour peak; delay efflux where feasible | Rapid washout in LAT1-heterogeneous tumours | t½ (blood clearance, biphasic): 2.8 h & 9.2 h | [3,8,23,30,31,32,40] |
| BSH | Renal (rapid) | Extreme hydrophilicity; poor cell entry | Kidney; minimal tumour residence | Encapsulation/conjugation | High dosing without carriers | NR | [1,3,23] |
| Peptide/ligand conjugates | Renal for small conjugates/catabolites; hepatobiliary if plasma-bound | Proteolysis; linker stability; receptor cycling | Lysosomes; liver (if opsonised) | Protease-resistant designs; tuned cleavable linkers | Premature cleavage in plasma | NR | [11,14,15,18,23,33,47,91] |
| PEGylated liposomes/dendrimers | Predominantly hepatobiliary; renal for fragments | PEG density; size/charge; protein corona | Liver, spleen (MPS/RES) | Increase stealth; degradable matrices | Long-term retention if non-degradable | NR | [2,11,16,17,23,48,49,50,51] |
| Functionalised MSNs | Hepatobiliary (slow); urinary for soluble products | Size/porosity; surface chemistry; corona; biodegradation | Liver/spleen; gradual degradation to silicic acid | Gatekeepers/ ligands; design for biodegradation | Clearance timescale context-dependent | NR | [20,21,23,53,54,55,56] |
| Cell-based carriers | Biological turnover; lymphatic/hepatic routes | Carrier viability; payload stability | Tumour phagocytes; lymph nodes; liver | Optimise loading/release; ensure viability | Biological variability; regulatory complexity | NR | [23,24] |
| Historical organ distribution example (ferrocenium derivatives) | Mixed; organ sequestration→slow clearance | Cationic complex behaviour | Liver/spleen/kidney predominant sinks | — | Preclinical context | NR | [72] |
| Tool/Framework | Primary Purpose | Typical Inputs | Key Outputs for BNCT | Use Case in this Review | Representative Refs. |
|---|---|---|---|---|---|
| Drug-likeness/BCS rules (RO5—Lipinski’s Rule of five; Veber; BCS) | Rapid prescreen of solubility/permeability risk and formulation needs | Calculated physicochemical properties; class-based thresholds | Risk flags for absorption limits; oral bioavailability heuristics | Prioritise linker/scaffold variants for small boron agents | [29,30,31] |
| ADMETlab-style prediction (ADMETlab 3.0) | Batch prediction of ADMET surrogates to rank candidates | SMILES/structure; descriptor set | Absorption/distribution/toxicity descriptors; comparative scores | Side-by-side evaluation of linker placements and polarity tuning | [102] |
| Transporter-aware modelling (LAT1 focus) | Assess transporter contribution vs. passive permeation | Docking/LB (Ligand Binding) models; ionisation; permeability estimates | Uptake likelihood via LAT1; interaction risk with transporters | Classify agents as transporter-dominant vs. permeation-feasible | [10,14,33,47,61] |
| PET-informed PBPK | Time-aligned exposure modelling and irradiation scheduling | 18F-BPA/sugar PET kinetics; plasma/biopsy boron; physiological priors | Tumour-to-blood trajectories; schedule windows; sensitivity analyses | Place neutron exposure at peak/plateau selectivity | [8,40,70,92] |
| Nano-clearance modelling (MPS/biodegradation) | Anticipate organ retention and elimination for carriers | Size/charge/PEG density; corona data; degradability parameters | Hepatobiliary vs. renal balance; residence times; risk flags | Balance exposure with clearance; design degradability “timers” | [11,15,16,17,48,49,50,52,53,54,55,56] |
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Wójciuk, K.E.; Balcer, E.; Bartosik, Ł.; Dorosz, M.; Knake, N.; Marcinkowska, Z.; Wilińska, E.; Zieliński, M. ADMET-Guided Design and In Silico Planning of Boron Delivery Systems for BNCT: From Transport and Biodistribution to PBPK-Informed Irradiation Windows. Molecules 2026, 31, 617. https://doi.org/10.3390/molecules31040617
Wójciuk KE, Balcer E, Bartosik Ł, Dorosz M, Knake N, Marcinkowska Z, Wilińska E, Zieliński M. ADMET-Guided Design and In Silico Planning of Boron Delivery Systems for BNCT: From Transport and Biodistribution to PBPK-Informed Irradiation Windows. Molecules. 2026; 31(4):617. https://doi.org/10.3390/molecules31040617
Chicago/Turabian StyleWójciuk, Karolina Ewa, Emilia Balcer, Łukasz Bartosik, Michał Dorosz, Natalia Knake, Zuzanna Marcinkowska, Emilia Wilińska, and Marcin Zieliński. 2026. "ADMET-Guided Design and In Silico Planning of Boron Delivery Systems for BNCT: From Transport and Biodistribution to PBPK-Informed Irradiation Windows" Molecules 31, no. 4: 617. https://doi.org/10.3390/molecules31040617
APA StyleWójciuk, K. E., Balcer, E., Bartosik, Ł., Dorosz, M., Knake, N., Marcinkowska, Z., Wilińska, E., & Zieliński, M. (2026). ADMET-Guided Design and In Silico Planning of Boron Delivery Systems for BNCT: From Transport and Biodistribution to PBPK-Informed Irradiation Windows. Molecules, 31(4), 617. https://doi.org/10.3390/molecules31040617

