Proliferative Vitreoretinopathy in Retinal Detachment: Perspectives on Building a Digital Twin Model Using Nintedanib

被引:1
作者
Visioli, Giacomo [1 ]
Romaniello, Annalisa [1 ]
Spinoglio, Leonardo [1 ]
Albanese, Giuseppe Maria [1 ]
Iannetti, Ludovico [2 ]
Gagliardi, Oscar Matteo [1 ]
Lambiase, Alessandro [1 ,2 ]
Gharbiya, Magda [1 ,2 ]
机构
[1] Sapienza Univ Rome, Med & Dent Fac, Dept Sense Organs, Viale Policlin 155, I-00161 Rome, Italy
[2] Policlin Umberto I Univ Hosp, Head & Neck Dept, Ophthalmol Unit, I-00161 Rome, Italy
关键词
proliferative vitreoretinopathy; computational models; digital twin; nintedanib; fibrosis; retinal detachment; signaling pathways; personalized medicine; ophthalmology; EPITHELIUM-DERIVED FACTOR; PARS-PLANA VITRECTOMY; GROWTH-FACTOR-BETA; INTRAVITREAL METHOTREXATE; MESENCHYMAL TRANSITION; COMPUTATIONAL MODELS; RISK-FACTOR; EYES; PATHOGENESIS; CELLS;
D O I
10.3390/ijms252011074
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Proliferative vitreoretinopathy (PVR) is a pathological process characterized by the formation of fibrotic membranes that contract and lead to recurrent retinal detachment. Pars plana vitrectomy (PPV) is the primary treatment, but recurrence rates remain high, as surgery does not address the underlying molecular mechanisms driving fibrosis. Despite several proposed pharmacological interventions, no approved therapies exist, partly due to challenges in conducting preclinical and in vivo studies for ethical and safety reasons. This review explores the potential of computational models and Digital Twins, which are increasingly gaining attention in medicine. These tools could enable the development of progressively complex PVR models, from basic simulations to patient-specific Digital Twins. Nintedanib, a tyrosine kinase inhibitor targeting PDGFR, VEGFR, and FGFR, is presented as a prototype for computational models to simulate its effects on fibrotic pathways in virtual patient cohorts. Although still in its early stages, the integration of computational models and Digital Twins offers promising avenues for improving PVR management through more personalized therapeutic strategies.
引用
收藏
页数:14
相关论文
共 99 条
[1]   Vitrectomy with silicone oil or long-acting gas in eyes with severe proliferative vitreoretinopathy: Results of additional and long-term follow-up - Silicone study report 11 [J].
Abrams, GW ;
Azen, SP ;
McCuen, BW ;
Flynn, HW ;
Lai, MY ;
Ryan, SJ .
ARCHIVES OF OPHTHALMOLOGY, 1997, 115 (03) :335-344
[2]   Triamcinolone Acetonide in Silicone-Filled Eyes as Adjunctive Treatment for Proliferative Vitreoretinopathy A Randomized Clinical Trial [J].
Ahmadieh, Hamid ;
Feghhi, Mostafa ;
Tabatabaei, Homa ;
Shoeibi, Nasser ;
Ramezani, Alireza ;
Mohebbi, Mohammad Reza .
OPHTHALMOLOGY, 2008, 115 (11) :1938-1943
[3]   Internal Limiting Membrane Peeling to Prevent Post-vitrectomy Epiretinal Membrane Development in Retinal Detachment [J].
Akiyama, Kunihiko ;
Fujinami, Kaoru ;
Watanabe, Ken ;
Tsunoda, Kazushige ;
Noda, Toru .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2016, 171 :1-10
[4]  
Alabi Rolake, 2023, Retin Cases Brief Rep, V17, P616, DOI [10.1097/icb.0000000000001252, 10.1097/ICB.0000000000001252]
[5]   Inhibitory Effect of Epigallocatechin Gallate (EGCG), Resveratrol, and Curcumin on Proliferation of Human Retinal Pigment Epithelial Cells In Vitro [J].
Alex, Anne F. ;
Spitznas, Manfred ;
Tittel, Andre P. ;
Kurts, Christian ;
Eter, Nicole .
CURRENT EYE RESEARCH, 2010, 35 (11) :1021-1033
[6]  
Andrews A, 1999, INVEST OPHTH VIS SCI, V40, P2683
[7]  
Armeni P., 2023, Digital Twin Technology-Fundamentals and Applications, DOI [10.5772/intechopen.112490, DOI 10.5772/INTECHOPEN.112490]
[8]   Digital Twins in Healthcare: Is It the Beginning of a New Era of Evidence-Based Medicine? A Critical Review [J].
Armeni, Patrizio ;
Polat, Irem ;
De Rossi, Leonardo Maria ;
Diaferia, Lorenzo ;
Meregalli, Severino ;
Gatti, Anna .
JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (08)
[9]   Proliferative vitreoretinopathy: a revised concept of retinal injury and response [J].
Assi, Alexandre ;
Charteris, David .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2024, 108 (12) :1621-1626
[10]   Slow-Release Dexamethasone in Proliferative Vitreoretinopathy [J].
Banerjee, Philip J. ;
Quartilho, Ana ;
Bunce, Catey ;
Xing, Wen ;
Zvobgo, Tapiwa M. ;
Harris, Nicola ;
Charteris, David G. .
OPHTHALMOLOGY, 2017, 124 (06) :757-767