Comparative Assessment of Silver and Gold Nanoparticles for Dose Enhancement in Layered Skin Geometries: A Monte Carlo Sensitivity Study
Year 2026,
Volume: 12 Issue: 1
,
30
-
44
,
30.03.2026
Dursun Eşitmez
,
Mustafa Çağlar
,
Gülfem Süsoy Doğan
Abstract
This study quantifies nanoparticle-mediated dose modification in an idealized layered skin geometry using Monte Carlo (MCNP 6.3) (skin surface, epidermis ≈100 μm, dermis ≈500 μm, underlying skin). Homogeneous silver nanoparticles (AgNPs) and gold nanoparticles (AuNPs) at 5–30 mg/g were embedded in a 1 × 1 × 1 cm³ target, and energy-deposition tallies were converted to absorbed dose and reported as dose-enhancement factors (DEFs) normalized to 0 mg/g. Electron beams (6–12 Mega Electron Volt (MeV)) produced a near-linear DEF–concentration trend in the target with modest superficial gains; in contrast, low-energy photons (50/100 Kilo Electron Volt (keV)) yielded substantially higher enhancement, with AgNPs at 50 keV reaching ~560%, while adjacent normal-tissue sampling regions (OAR1–OAR6) remained near unity with mild, orientation-dependent anisotropy. Skin-layer summaries confirmed surface-weighted increases at low energies and more uniform depth profiles at higher MeV. Statistical uncertainties were <0.05 (1σ). Assumptions included homogeneous nanoparticle uptake and monoenergetic sources; clinical beam spectra and radiobiological endpoints were not evaluated. This work presents energy-specific Monte Carlo sensitivity results to compare relative dose-enhancement trends of AgNP and AuNP in idealized layered skin geometries under controlled monoenergetic beam assumptions.
References
-
International Agency for Research on Cancer (IARC), GLOBOCAN 2022: World fact sheet – Statistics at a glance, (2022), Accessed 14 Jan 2026.
-
X. J. Zheng, J. C. L. Chow, Radiation dose enhancement in skin therapy with nanoparticle addition: A Monte Carlo study on kilovoltage photon and megavoltage electron beams, World Journal of Radiology 9 (2) (2017) 63–71.
-
H. J. Lee, M. Kim, Skin barrier function and the microbiome, International Journal of Molecular Sciences. 23 (21) (2022) 13071.
-
W. D. Losquadro, Anatomy of the skin and the pathogenesis of nonmelanoma skin cancer, Facial Plastic Surgery Clinics of North America 25 (3) (2017) 283–289.
-
J. Ren, P. Sun, Y. Wang, R. Cao, W. Zhang, Construction and validation of a nomogram for patients with skin cancer, Medicine 100 (4) (2021) e24489.
-
A. Esteva, B. Kuprel, R. A. Novoa, J. Ko, S. M. Swetter, H. M. Blau, S. Thrun, Dermatologist-level classification of skin cancer with deep neural networks, Nature 542 (7639) (2017) 115–118.
-
N. H. Khan, M. Mir, L. Qian, M. Baloch, M. F. Ali Khan, A. U. Rehman, E. E. Ngowi, D. D. Wu, X. Y. Ji, Skin cancer biology and barriers to treatment: Recent applications of polymeric micro/nanostructures, Journal of Advanced Research 36 (2022) 223–247.
-
M. W. Geurts, D. J. Jacqmin, L. E. Jones, S. F. Kry, D. N. Mihailidis, J. D. Ohrt, T. Ritter, J. B. Smilowitz, N. E. Wingreen, AAPM medical physics practice guideline 5.b: Commissioning and QA of treatment planning dose calculations-megavoltage photon and electron beams, Journal of Applied Clinical Medical Physics 23 (9) (2022) e13641.
-
M. Uto, D. Torizuka, T. Mizowaki, Single isocenter stereotactic irradiation for multiple brain metastases: current situation and prospects, Japanese Journal of Radiology 40 (10) (2022) 987–994.
-
N. G. Zaorsky, C. T. Lee, E. Zhang, T. J. Galloway, Skin cancer brachytherapy vs external beam radiation therapy (SCRiBE) meta-analysis, Radiotherapy and Oncology 126 (3) (2018) 386–393.
-
T. A. Reynolds, P. Higgins, Surface dose measurements with commonly used detectors: A consistent thickness correction method, Journal of Applied Clinical Medical Physics 16 (5) (2015) 358–366.
-
Z. Y. Qi, X. W. Deng, S. M. Huang, L. Zhang, Z. C. He, X. A. Li, I. Kwan, M. Lerch, D. Cutajar, …, A. Rosenfeld, In vivo verification of superficial dose for head and neck treatments using intensity-modulated techniques, Medical Physics 36 (1) (2009) 59–70.
-
J. C. Breneman, Radiation Treatment and Radiation Reactions in Dermatology, Electron Beam Therapy – Chapter 9, Springer, 2004.
-
M. K. Semwal, Khan’s the physics of radiation therapy, Journal of Medical Physics 45 (2) (2020) 134–135.
-
J. F. Hainfeld, D. N. Slatkin, H. M. Smilowitz, The use of gold nanoparticles to enhance radiotherapy in mice, Physics in Medicine and Biology 49 (18) (2004) N309–N315.
-
J. F. Hainfeld, F. A. Dilmanian, Z. Zhong, D. N. Slatkin, J. A. Kalef-Ezra, H. M. Smilowitz, Gold nanoparticles enhance the radiation therapy of a murine squamous cell carcinoma, Physics in Medicine and Biology 55 (11) (2010) 3045–3059.
-
J. C. L. Chow, M. K. K. Leung, D. A. Jaffray, Monte Carlo simulation on a gold nanoparticle irradiated by electron beams, Physics in Medicine and Biology 57 (11) (2012) 3323–3331.
-
M. K. K. Leung, J. C. L. Chow, B. D. Chithrani, M. J. G. Lee, B. Oms, D. A. Jaffray, Irradiation of gold nanoparticles by x-rays: Monte Carlo simulation of dose enhancements and the spatial properties of the secondary electrons production, Medical Physics 38 (2) (2011) 624–631.
-
N. Chattopadhyay, Z. Cai, Y. L. Kwon, E. Lechtman, J. P. Pignol, R. M. Reilly, Molecularly targeted gold nanoparticles enhance the radiation response of breast cancer cells and tumor xenografts to X-radiation, Breast Cancer Research and Treatment 137 (1) (2013) 81–91.
-
K. T. Butterworth, J. R. Nicol, M. Ghita, S. Rosa, P. Chaudhary, C. K. McGarry, H. O. McCarthy, G. Jimenez-Sanchez, R. Bazzi, …, K. M. Prise, Preclinical evaluation of gold-DTDTPA nanoparticles as theragnostic agents in prostate cancer radiotherapy, Nanomedicine 11 (16) (2016) 2035–2047.
-
W. Li, X. Zhao, B. Du, X. Li, S. Liu, X.-Y. Yang, H. Ding, W. Yang, F. Pan, …, Y. Pan, Gold nanoparticle-mediated targeted delivery of recombinant human endostatin normalizes tumour vasculature and improves cancer therapy, Scientific Reports 6 (2016) 30619.
-
International Commission on Radiological Protection (ICRP), The biological basis for dose limitation in the skin, Vol. 22 (1) of Annals of ICRP – ICRP Publication 59, Pergamon Press, 1992.
-
International Commission on Radiological Protection (ICRP), Radiation protection of workers in mines, Vol. 16 (1) of Annals of ICRP – ICRP Publication 47, Pergamon Press, 1986.
-
J. C. L. Chow, M. K. K. Leung, P. E. Lindsay, D. A. Jaffray, Dosimetric variation due to the photon beam energy in the small-animal irradiation: A Monte Carlo study, Medical Physics 37 (10) (2010) 5322–5329.
-
J. C. L. Chow, S. Jubran, Depth dose enhancement in orthovoltage nanoparticle-enhanced radiotherapy: A Monte Carlo phantom study, Micromachines 14 (6) (2023) 1230.
-
M. P. Martinov, E. M. Fletcher, R. M. Thomson, Multiscale Monte Carlo simulations of gold nanoparticle dose-enhanced radiotherapy II: Cellular dose enhancement within macroscopic tumor models, Medical Physics 50 (9) (2023) 5842–5852.
-
T. Gray, N. Bassiri, S. David, D. Y. Patel, S. Stathakis, N. Kirby, C. Constantinou, A detailed experimental and Monte Carlo analysis of gold nanoparticle dose enhancement using 6 MV and 18 MV external beam energies in a macroscopic scale, Applied Radiation and Isotopes 171 (2021) 109638.
-
A. Bardane, N. Maalej, E. M. Chakir, E. M. Al Ibrahmi, Gold nanoparticle effect on dose and DNA damage enhancement in the vicinity of gold nanoparticles, Nuclear Analysis 3 (4) (2024) 100126.
-
E. Lechtman, S. Mashouf, N. Chattopadhyay, B. M. Keller, P. Lai, Z. Cai, R. M. Reilly, J. P. Pignol, A Monte Carlo-based model of gold nanoparticle radiosensitization accounting for increased radiobiological effectiveness, Physics in Medicine and Biology 58 (10) (2013) 3075–3087.
-
D. B. Chithrani, S. Jelveh, F. Jalali, M. van Prooijen, C. Allen, R. G. Bristow, R. P. Hill, D. A. Jaffray, Gold nanoparticles as radiation sensitizers in cancer therapy, Radiation Research 173 (6) (2010) 719–728.
-
W. N. Rahman, N. Bishara, T. Ackerly, C. F. He, P. Jackson, C. Wong, R. Davidson, M. Geso, Enhancement of radiation effects by gold nanoparticles for superficial radiation therapy, Nanomedicine: Nanotechnology, Biology and Medicine 5 (2) (2009) 136–142.
-
W. Parwaie, M. Molazadeh, T. Mortezazadeh, Evaluation of the impact of energy, radiation type, and concentration on dose enhancement by Gold Nanoparticles, Cancer Treatment and Research Communications 43 (2025) 100933.
-
M. Çağlar, D. Eşitmez, M. S. Cebe, The effect of dose enhancement in tumor with silver nanoparticles on surrounding healthy tissues: A Monte Carlo study, Technology in Cancer Research and Treatment 23 (2024) 1–8.
-
J. C. L. Chow, R. Jiang, Bone and mucosal dosimetry in skin radiation therapy: A Monte Carlo study using kilovoltage photon and megavoltage electron beams, Physics in Medicine & Biology 57 (12) (2012) 3885–3899.
-
J. C. Roeske, L. Nuñez, M. Hoggarth, E. Labay, R. R. Weichselbaum, Characterization of the theoretical radiation dose enhancement from nanoparticles, Technology in Cancer Research and Treatment 6 (5) (2007) 395–401.
-
K. T. Butterworth, J. A. Coulter, S. Jain, J. Forker, S. J. McMahon, G. Schettino, K. M. Prise, F. J. Currell, D. G. Hirst, Evaluation of cytotoxicity and radiation enhancement using 1.9 nm gold particles: Potential application for cancer therapy, Nanotechnology 21 (29) (2010) 295101.
-
S. J. McMahon, W. B. Hyland, M. F. Muir, J. A. Coulter, S. Jain, K. T. Butterworth, G. Schettino, G. R. Dickson, A. R. Hounsell, …, F. J. Currell, Nanodosimetric effects of gold nanoparticles in megavoltage radiation therapy, Radiotherapy and Oncology 100 (3) (2011) 412–416.
-
P. Tsiamas, B. Liu, F. Cifter, W. F. Ngwa, R. I. Berbeco, C. Kappas, K. Theodorou, K. Marcus, M. G. Makrigiorgos, …, P. Zygmanski, Impact of beam quality on megavoltage radiotherapy treatment techniques utilizing gold nanoparticles for dose enhancement, Physics in Medicine and Biology 58 (3) (2013) 451–464.
-
B. Koger, C. Kirkby, University of Calgary PRISM repository, 2017, https://prism.ucalgary.ca, Accessed 14 Jan 2026.
-
D. Y. Joh, L. Sun, M. Stangl, A. Al Zaki, S. Murty, P. P. Santoiemma, J. J. Davis, B. C. Baumann, M. Alonso-Basanta, …, J. F. Dorsey, Selective targeting of brain tumors with gold nanoparticle-induced radiosensitization, PLoS One 8 (4) (2013) e62425.
-
S. J. McMahon, W. B. Hyland, M. F. Muir, J. A. Coulter, S. Jain, K. T. Butterworth, G. Schettino, G. R. Dickson, A. R. Hounsell, …, F. J. Currell, Biological consequences of nanoscale energy deposition near irradiated heavy atom nanoparticles, Scientific Reports 1 (2011) 18.
-
I. F. Durmus, E. D. Atalay, Dosimetric comparison between 10MV-FFF and 6MV-FFF for lung SBRT, Turkish Physical Society 32nd International Physics Congress (TPS32), AIP Conference Proceedings American Institute of Physics 1815 (1), Muğla, 2017, 150001.