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Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration

Yıl 2026, Cilt: 15 Sayı: 1 , 202 - 212 , 30.03.2026
https://doi.org/10.46810/tdfd.1867831
https://izlik.org/JA38XL23JS

Öz

Cisplatin remains a cornerstone of cancer therapy, yet its efficacy is compromised by severe toxicity and off-target uptake, driving the search for targeted delivery systems such as graphene-based nanocarriers. Despite the promise of heteroatom doping to enhance drug loading, a detailed mechanistic understanding of how dopant identity and concentration alter the delicate balance of noncovalent forces is lacking. This study aims to elucidate the atomic-level drivers of cisplatin physisorption on boron- and nitrogen-doped graphene nano-fragments. Using dispersion-corrected density functional theory (PBE-D3(BJ)) coupled with energy decomposition analysis via DFT-SAPT, this study reveals that moderate doping significantly strengthens adsorption. Specifically, boron dopants enhance binding through electrostatic complementarity, whereas nitrogen dopants primarily increase polarization and induction effects. However, a key finding is that higher dopant loadings lead to an "electronic smoothing" of the surface potential, unexpectedly weakening the binding affinity. These results suggest a practical "doping window" of 5–8% as an optimal design strategy for engineering graphene carriers with strong yet controlled drug retention.

Kaynakça

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  • Dash, B.S.; Lu, Y.-J.; Huang, Y.-S.; Chen, J.-P. Chitosan-Coated Magnetic Graphene Oxide for Targeted Delivery of Doxorubicin as a Nanomedicine Approach to Treat Glioblastoma. Int J Biol Macromol 2024, 260, 129401, doi:10.1016/j.ijbiomac.2024.129401.
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Sisplatin-Grafen Etkileşiminin Modülasyonu: Katkı Türü ve Konsantrasyonun Etkisi

Yıl 2026, Cilt: 15 Sayı: 1 , 202 - 212 , 30.03.2026
https://doi.org/10.46810/tdfd.1867831
https://izlik.org/JA38XL23JS

Öz

Sisplatin, kanser tedavisinin temel taşlarından biri olma özelliğini korumakla birlikte; etkinliği, ciddi toksisite ve hedef dışı etki sorunları nedeniyle gölgelenmektedir. Bu durum, grafen tabanlı nanotaşıyıcılar gibi hedeflendirilmiş iletim sistemlerine yönelik arayışı tetiklemektedir. Heteroatom katkılama işlemi grafenin ilaç taşınım potansiyelini artırmasına rağmen; katkı maddesinin kimliği ve konsantrasyonunun, kovalent olmayan kuvvetlerin dengesini ne yönde değiştirdiği henüz tam olarak anlaşılamamıştır. Bu çalışma, sisplatinin bor ve azot katkılı grafen nano-parçacıkları ile etkileşimini atomik düzeyde yönlendiren etkileri aydınlatmayı amaçlamaktadır. DFT-SAPT analizleri ile desteklenen ve dispersiyon düzeltmeli yoğunluk fonksiyonel teorisi (PBE-D3(BJ)) kullanılarak gerçekleştirilen bu çalışma, %5-8 oranındaki ılımlı katkılamanın adsorpsiyonu belirgin şekilde güçlendirdiğini ortaya koymaktadır. Özellikle bor katkısı elektrostatik çekim kuvveti üzerinden bağlanmayı artırırken, azot katkısı ağırlıklı olarak polarizasyon ve indüksiyon etkilerini yükseltmektedir. Bununla birlikte çalışmanın en çarpıcı bulgusu, yüksek dopant oranlarının grafen yüzey potansiyelinde bir 'elektronik pürüzsüzleşmeye' (electronic smoothing) yol açarak, bağlanma afinitesini beklenmedik bir şekilde zayıflatmasıdır. Elde edilen sonuçlar, güçlü ve kontrollü ilaç tutulumuna sahip grafen taşıyıcıların tasarlanmasında, %5-8 aralığındaki bir 'katkılama penceresinin' en uygun strateji olduğunu göstermektedir.

Kaynakça

  • Castro Neto, A.H.; Guinea, F.; Peres, N.M.R.; Novoselov, K.S.; Geim, A.K. The Electronic Properties of Graphene. Rev Mod Phys 2009, 81, 109–162, doi:10.1103/RevModPhys.81.109.
  • Li, S.; Luo, Z.; Tu, H.; Zhang, H.; Deng, W.; Zou, G.; Hou, H.; Ji, X. Corrigendum to 〈N,S-Codoped Carbon Dots as Deposition Regulating Electrolyte Additive for Stable Lithium Metal Anode〉 [Energy Storage Materials 42 (2021) 679–686]. Energy Storage Mater 2021, 43, 595–596, doi:10.1016/j.ensm.2021.10.015.
  • Guo, R.; Miao, Q.; Xu, Y. Review of Graphene Applications in Electric Vehicle Thermal Management Systems. World Electric Vehicle Journal 2025, 16, 166, doi:10.3390/wevj16030166.
  • Han, Z.; Ruan, X. Thermal Conductivity of Monolayer Graphene: Convergent and Lower than Diamond. Phys Rev B 2023, 108, L121412, doi:10.1103/PhysRevB.108.L121412.
  • Ramezani, M.J.; Rahmani, O. A Review of Recent Progress in the Graphene Syntheses and Its Applications. Mechanics of Advanced Materials and Structures 2024, 1–33, doi:10.1080/15376494.2024.2420911.
  • Jan, A.; Batool, M.; Akram, S.; Malik, A.H.; Khanday, W.A.; Wani, W.A.; Sheikh, R.A.; Rather, J.A.; Kannan, P. Functionalized Graphene Quantum Dots (FGQDs): A Review of Their Synthesis, Properties, and Emerging Biomedical Applications. Carbon Trends 2025, 18, 100442, doi:10.1016/j.cartre.2024.100442.
  • Rasheed, P.A.; Ankitha, M.; Pillai, V.K.; Alwarappan, S. Graphene Quantum Dots for Biosensing and Bioimaging. RSC Adv 2024, 14, 16001–16023, doi:10.1039/D4RA01431F.
  • Barati, F.; Avatefi, M.; Moghadam, N.B.; Asghari, S.; Ekrami, E.; Mahmoudifard, M. A Review of Graphene Quantum Dots and Their Potential Biomedical Applications. J Biomater Appl 2023, 37, 1137–1158, doi:10.1177/08853282221125311.
  • Kaur, A.; Babaliari, E.; Bolanos-Garcia, V.M.; Kefalogianni, M.; Psilodimitrakopoulos, S.; Kavatzikidou, P.; Ranella, A.; Ghorbani, M.; Stratakis, E.; Eskin, D.G.; et al. Assessment of Aqueous Graphene as a Cancer Therapeutics Delivery System. Sci Rep 2025, 15, 15396, doi:10.1038/s41598-025-98406-0.
  • Sadeghi, M. Graphene Oxide Nanocarriers for Effective Drug Delivery in Breast Cancer Treatment. International Journal of Materials Science and Applications 2024, 13, 41–47, doi:10.11648/j.ijmsa.20241303.12.
  • Osorio, H.M.; Castillo-Solís, F.; Barragán, S.Y.; Rodríguez-Pólit, C.; Gonzalez-Pastor, R. Graphene Quantum Dots from Natural Carbon Sources for Drug and Gene Delivery in Cancer Treatment. Int J Mol Sci 2024, 25, 10539, doi:10.3390/ijms251910539.
  • Dash, B.S.; Lu, Y.-J.; Huang, Y.-S.; Chen, J.-P. Chitosan-Coated Magnetic Graphene Oxide for Targeted Delivery of Doxorubicin as a Nanomedicine Approach to Treat Glioblastoma. Int J Biol Macromol 2024, 260, 129401, doi:10.1016/j.ijbiomac.2024.129401.
  • Liao, R.; Zhang, Y.; Mao, W. Functionalized Graphene Oxide NPs as a Nanocarrier for Drug Delivery System in Quercetin/ Lurbinectedin as Dual Sensitive Therapeutics for A549 Lung Cancer Treatment. Heliyon 2024, 10, e31212, doi:10.1016/j.heliyon.2024.e31212.
  • Lima-Sousa, R.; Melo, B.L.; Mendonça, A.G.; Correia, I.J.; de Melo-Diogo, D. Hyaluronic Acid-Functionalized Graphene-Based Nanohybrids for Targeted Breast Cancer Chemo-Photothermal Therapy. Int J Pharm 2024, 651, 123763, doi:10.1016/j.ijpharm.2023.123763.
  • Opi, M.H.; Ahmed, T.; Swarna, M.R.; Piya, A.A.; Shamim, S.U.D. Assessment of the Drug Delivery Potential of Graphene, Boron Nitride and Their in-Plane Doped Structures for Hydroxyurea Anti-Cancer Drug via DFT Study. Nanoscale Adv 2024, 6, 5042–5054, doi:10.1039/D4NA00428K.
  • Zhu, H.; Zhou, B.; Chan, L.; Du, Y.; Chen, T. Transferrin-Functionalized Nanographene Oxide for Delivery of Platinum Complexes to Enhance Cancer-Cell Selectivity and Apoptosis-Inducing Efficacy. Int J Nanomedicine 2017, Volume 12, 5023–5038, doi:10.2147/IJN.S139207.
  • Feng, S.; Pan, J.; Li, C.; Zheng, Y. Folic Acid-Conjugated Nitrogen-Doped Graphene Quantum Dots as a Fluorescent Diagnostic Material for MCF-7 Cells. Nanotechnology 2020, 31, 135701, doi:10.1088/1361-6528/ab5f7f.
  • Khodadadei, F.; Safarian, S.; Ghanbari, N. Methotrexate-Loaded Nitrogen-Doped Graphene Quantum Dots Nanocarriers as an Efficient Anticancer Drug Delivery System. Materials Science and Engineering: C 2017, 79, 280–285, doi:10.1016/j.msec.2017.05.049.
  • Frieler, M.; Pho, C.; Lee, B.H.; Dobrovolny, H.; Akkaraju, G.R.; Naumov, A. V. Effects of Doxorubicin Delivery by Nitrogen-Doped Graphene Quantum Dots on Cancer Cell Growth: Experimental Study and Mathematical Modeling. Nanomaterials 2021, 11, 140, doi:10.3390/nano11010140.
  • Güven, G.K.; Okur, M.E.; Ayla, Ş.; Çalışkan, G.; Al, M.N.; Gülüm, L.; Tutar, Y.; Okur, N.Ü.; Değim, İ.T. Boron-Doped Carbon Quantum Dots: A Biocompatible Nanoplatform for Targeted Cancer Theranostics. Int J Pharm 2025, 679, 125745, doi:10.1016/j.ijpharm.2025.125745.
  • Li, W.; Zhang, L.; Jiang, N.; Chen, Y.; Gao, J.; Zhang, J.; Yang, B.; Liu, J. Fabrication of Orange Fluorescent Boron-Doped Graphene Quantum Dots for Al3+ Ion Detection. Molecules 2022, 27, 6771, doi:10.3390/molecules27196771.
  • Yanikoglu, R.; Karakas, C.Y.; Ciftci, F.; Insel, M.A.; Karavelioglu, Z.; Varol, R.; Yilmaz, A.; Cakir, R.; Uvet, H.; Ustundag, C.B. Development of Graphene Oxide-Based Anticancer Drug Combination Functionalized with Folic Acid as Nanocarrier for Targeted Delivery of Methotrexate. Pharmaceutics 2024, 16, 837, doi:10.3390/pharmaceutics16060837.
  • Zhao, C.; Song, X.; Liu, Y.; Fu, Y.; Ye, L.; Wang, N.; Wang, F.; Li, L.; Mohammadniaei, M.; Zhang, M.; et al. Synthesis of Graphene Quantum Dots and Their Applications in Drug Delivery. J Nanobiotechnology 2020, 18, 142, doi:10.1186/s12951-020-00698-z.
  • Rosenberg, B. Cisplatin: Its History and Possible Mechanisms of Action. In Cisplatin; Elsevier, 1980; pp. 9–20.
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  • Zoń, A.; Bednarek, I. Cisplatin in Ovarian Cancer Treatment—Known Limitations in Therapy Force New Solutions. Int J Mol Sci 2023, 24, 7585, doi:10.3390/ijms24087585.
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  • Rahnamaei Rahchamandi, S.Y.; Kazemi-Beydokhti, A.; Mirhadi, E.; Gheybi, F.; Askarizadeh, A.; menna, E.; Jaafari, M.R.; Alavizadeh, S.H. Engineered Hybrid Carbon Nanohorns-Lipid Platforms for the Delivery of Cisplatin to the Colorectal Cancer. J Drug Deliv Sci Technol 2024, 100, 106101, doi:10.1016/j.jddst.2024.106101.
  • Beheshtizadeh, N.; Kolahi Azar, H.; Seraji, A.A.; Zarei, M.; Hajian Monfared, M.; Mahheidari, N.; Darghiasi, S.F.; Afandideh, F.; Badihi, E.; Tabatabaei, S.Z. Cancer-Affected Tissue Regeneration Employing Cisplatin-Loaded Polymeric Nanoplatforms. Biomedicine & Pharmacotherapy 2025, 189, 118250, doi:10.1016/j.biopha.2025.118250.
  • Cuevas-Flores, M. del R.; Bartolomei, M.; García-Revilla, M.A.; Coletti, C. Interaction and Reactivity of Cisplatin Physisorbed on Graphene Oxide Nano-Prototypes. Nanomaterials 2020, 10, 1074, doi:10.3390/nano10061074.
  • Pineda-Urbina, K.; Kudur Jayaprakash, G.; Flores-Moreno, R.; Hernandez-Fuentes, G.A.; Gómez-Sandoval, Z.; Flores-Álvarez, J.M.; González-Ramírez, H.N.; Cervantes-Trujillo, C.H.; Manohara Sakamma, K. DFT-Guided Insights into Cisplatin Adsorption on Graphene and Asparagine-Modified Graphene. The Journal of Physical Chemistry C 2025, doi:10.1021/acs.jpcc.5c00624.
  • Cuevas‐Flores, M. del R.; Garcia‐Revilla, M.A.; Bartolomei, M. Noncovalent Interactions between Cisplatin and Graphene Prototypes. J Comput Chem 2018, 39, 71–80, doi:10.1002/jcc.24920.
  • Orek, C.; Bartolomei, M.; Coletti, C.; Bulut, N. Graphene as Nanocarrier for Gold(I)-Monocarbene Complexes: Strength and Nature of Physisorption. Molecules 2023, 28, 3941, doi:10.3390/molecules28093941.
  • Araujo, R.B.; Rodrigues, G.L.S.; dos Santos, E.C.; Pettersson, L.G.M. Adsorption Energies on Transition Metal Surfaces: Towards an Accurate and Balanced Description. Nat Commun 2022, 13, 6853, doi:10.1038/s41467-022-34507-y.
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  • Munny, K.N.; Ahmed, T.; Piya, A.A.; Shamim, S.U.D. Exploring the Adsorption Performance of Doped Graphene Quantum Dots as Anticancer Drug Carriers for Cisplatin by DFT, PCM, and COSMO Approaches. Struct Chem 2023, 34, 2089–2105, doi:10.1007/s11224-023-02150-y.
  • Johnston, D.H.; Miller, N.A.; Tackett, C.B. Cis-Diamminedichloridoplatinum(II) N, N-Dimethylformamide Monosolvate. Acta Crystallographica Section E 2012, 68, m863–m864, doi:10.1107/S1600536812024014.
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  • Yutomo, E.B.; Noor, F.A.; Winata, T. Effect of the Number of Nitrogen Dopants on the Electronic and Magnetic Properties of Graphitic and Pyridinic N-Doped Graphene – a Density-Functional Study. RSC Adv 2021, 11, 18371–18380, doi:10.1039/D1RA01095F.
  • Liu, J.; Liang, T.; Tu, R.; Lai, W.; Liu, Y. Redistribution of π and σ Electrons in Boron-Doped Graphene from DFT Investigation. Appl Surf Sci 2019, 481, 344–352, doi:10.1016/j.apsusc.2019.03.109.
  • Agnoli, S.; Favaro, M. Doping Graphene with Boron: A Review of Synthesis Methods, Physicochemical Characterization, and Emerging Applications. J Mater Chem A Mater 2016, 4, 5002–5025, doi:10.1039/C5TA10599D.
  • Ngidi, N.P.D.; Ollengo, M.A.; Nyamori, V.O. Tuning the Properties of Boron-Doped Reduced Graphene Oxide by Altering the Boron Content. New Journal of Chemistry 2020, 44, 16864–16876, doi:10.1039/D0NJ03909H.
Toplam 57 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Fiziksel Kimya (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Cahit Örek 0000-0002-3854-1537

Gönderilme Tarihi 20 Ocak 2026
Kabul Tarihi 13 Mart 2026
Yayımlanma Tarihi 30 Mart 2026
DOI https://doi.org/10.46810/tdfd.1867831
IZ https://izlik.org/JA38XL23JS
Yayımlandığı Sayı Yıl 2026 Cilt: 15 Sayı: 1

Kaynak Göster

APA Örek, C. (2026). Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration. Türk Doğa ve Fen Dergisi, 15(1), 202-212. https://doi.org/10.46810/tdfd.1867831
AMA 1.Örek C. Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration. TDFD. 2026;15(1):202-212. doi:10.46810/tdfd.1867831
Chicago Örek, Cahit. 2026. “Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration”. Türk Doğa ve Fen Dergisi 15 (1): 202-12. https://doi.org/10.46810/tdfd.1867831.
EndNote Örek C (01 Mart 2026) Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration. Türk Doğa ve Fen Dergisi 15 1 202–212.
IEEE [1]C. Örek, “Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration”, TDFD, c. 15, sy 1, ss. 202–212, Mar. 2026, doi: 10.46810/tdfd.1867831.
ISNAD Örek, Cahit. “Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration”. Türk Doğa ve Fen Dergisi 15/1 (01 Mart 2026): 202-212. https://doi.org/10.46810/tdfd.1867831.
JAMA 1.Örek C. Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration. TDFD. 2026;15:202–212.
MLA Örek, Cahit. “Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration”. Türk Doğa ve Fen Dergisi, c. 15, sy 1, Mart 2026, ss. 202-1, doi:10.46810/tdfd.1867831.
Vancouver 1.Cahit Örek. Tuning Cisplatin–Graphene Interactions: The Impact of Dopant Identity and Concentration. TDFD. 01 Mart 2026;15(1):202-1. doi:10.46810/tdfd.1867831