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Zhang J, Jin A, Han X, Chen Z, Diao C, Zhang Y, Liu X, Xu F, Liu J, Qiu X, Tan X, Luo L, Liu Y. The LISA-PPV Formula: An Ensemble Artificial Intelligence-Based Thick Intraocular Lens Calculation Formula for Vitrectomized Eyes. Am J Ophthalmol 2024; 262:237-245. [PMID: 38452920 DOI: 10.1016/j.ajo.2024.02.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/20/2024] [Accepted: 02/27/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE To investigate the relationship between effective lens position (ELP) and patient characteristics, and to further develop a new intraocular lens (IOL) calculation formula for cataract patients with previous pars plana vitrectomy (PPV). DESIGN Cross-sectional study. METHODS A total of 2793 age-related cataract patients (group 1) and 915 post-PPV cataract patients (group 2) who underwent phacoemulsification with IOL implantation were included. The ELP of 2 groups was compared and the association between ELP and patient characteristics was further evaluated using standardized multivariate regression coefficients. An ensemble artificial intelligence-based ELP prediction model was developed using a training set of 810 vitrectomized eyes, and a thick-lens IOL formula (LISA-PPV) was constructed and compared with 7 existing formulas on an external multi-center testing set of 105 eyes. RESULTS Compared to eyes with age-related cataract, vitrectomized eyes showed a similar ELP distribution (P = .19), but different standardized coefficients of preoperative biometry for ELP. The standardized coefficients also varied with the type of vitreous tamponade, history of scleral buckling, and ciliary sulcus IOL implantation. The LISA-PPV formula showed the lowest mean and median absolute prediction error (MAE: 0.63 D; MedAE: 0.44 D), and the highest percentages of eyes within ±0.5 D of prediction error (57.14%) in the testing dataset. CONCLUSIONS The ELP prediction required optimization specifically for vitrectomized eyes based on their biometric and surgical characteristics. The LISA-PPV formula is a useful and accurate tool for determining IOL power in cataract patients with previous PPV (available at http://ppv-iolcalculator.com/).
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Affiliation(s)
- Jiaqing Zhang
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China
| | - Aixia Jin
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China
| | - Xiaotong Han
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China
| | - Zhixin Chen
- Shenzhen Key Laboratory of Ophthalmology, Shenzhen Eye Hospital, Affiliated Hospital of Jinan University (Z.C.), Shenzhen, China
| | - Chunli Diao
- Department Of Ophthalmology, The People's Hospital of Guangxi Zhuang Autonomous Region and Institute of Ophthalmic Diseases, Guangxi Academy Of Medical Sciences (C.D.), Nanning, China; Department of Ophthalmology, The First Affiliated Hospital of Guangxi University of Chinese Medicine (C.D.), Nanning, China
| | - Yu Zhang
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Cataract Department, Shanxi Eye Hospital (Y.Z., J.L.), Taiyuan, China
| | - Xinhua Liu
- Shenzhen Key Laboratory of Ophthalmology, Shenzhen Eye Hospital, Affiliated Hospital of Jinan University (Z.C.), Shenzhen, China
| | - Fan Xu
- Department Of Ophthalmology, The People's Hospital of Guangxi Zhuang Autonomous Region and Institute of Ophthalmic Diseases, Guangxi Academy Of Medical Sciences (C.D.), Nanning, China
| | - Jiewei Liu
- Cataract Department, Shanxi Eye Hospital (Y.Z., J.L.), Taiyuan, China
| | - Xiaozhang Qiu
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China
| | - Xuhua Tan
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China.
| | - Lixia Luo
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China.
| | - Yizhi Liu
- From the State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China; Guangdong Provincial Clinical Research Center for Ocular Diseases (J.Z., A.J., X.H., Y.Z., X.Q., X.T., L.L., Y.L.), Guangzhou, China
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Hernandez-Bogantes E, Abdala-Figuerola A, Olivo-Payne A, Quiros F, Wu L. Cataract Following Pars Plana Vitrectomy: A Review. Semin Ophthalmol 2021; 36:824-831. [PMID: 34096468 DOI: 10.1080/08820538.2021.1924799] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Introduction: The indications for pars plana vitrectomy (PPV) have increased over the years. The vitreous is no longer considered an inert ocular structure and it is well known that its removal has anatomical and physiological consequences. The vitreous is no longer considered an inert ocular structure. The vitreous plays a key role as an intraocular physiologic oxygen regulator. In order to maintain its transparency, the crystalline lens needs protection from an excessive oxygen exposure. PPV leads to progression of nuclear sclerosis in most eyes.Methods: A systematic review of the literature was conducted using Embase and Medline databases. Articles studying the physiology, pathogenesis and surgical treatment of cataract after PPV were included in this review.Results: The pathogenesis of cataract formation after PPV remains unclear. Predisposing factors include advanced patient age, preexisting nuclear sclerosis, light toxicity, intraoperative oxidation of lens proteins, use of silicone oil or intravitreal gas, mechanical trauma and the duration of exposure to an irrigating solution.Conclusion: Cataract surgery in vitrectomized eyes presents with more technical difficulties, is more challenging and often has a higher risk of intraoperative and postoperative complications than in non vitrectomized eyes. There is no standardized technique or management in these cases; therefore, it requires more precautions during surgery.
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Affiliation(s)
- Erick Hernandez-Bogantes
- Retina, Asociados De Macula Vitreo Y Retina De Costa Rica, San Jose, Costa Rica.,Centro Ocular, Heredia, Costa Rica
| | | | - Andrew Olivo-Payne
- Cuidad De Mexico, Insituto De Oftalmologia "Conde De Valenciana", Mexico City, Mexico
| | - Fabian Quiros
- Retina, Asociados De Macula Vitreo Y Retina De Costa Rica, San Jose, Costa Rica
| | - Lihteh Wu
- Retina, Asociados De Macula Vitreo Y Retina De Costa Rica, San Jose, Costa Rica.,Illinois Eye and Ear Infirmary, Dpt of Ophthalmology, University of Illinois School of Medicine, Chicago, Illinois, USA
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Xu Y, Liu L, Li J, Cheng H, Qin Y, Mao Y, Wu M. Refractive Outcomes and Anterior Chamber Depth after Cataract Surgery in Eyes with and without Previous Pars Plana Vitrectomy. Curr Eye Res 2021; 46:1333-1340. [PMID: 33666544 DOI: 10.1080/02713683.2021.1887271] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Purpose: To compare the differences in refractive outcome and anterior chamber depth (ACD) after phacoemulsification between eyes with and without previous pars plana vitrectomy (PPV).Materials and Methods: Patients who had significant cataracts after PPV were included in the study group, and patients with a matched axial length (AL) who had cataracts without PPV were selected as the control group. The performance of new generation intraocular lens (IOL) power calculation formulas (Barrett Universal II, Kane, Ladas Super formulas), and the traditional formulas (SRK/T, Holladay 1, Hoffer Q, Haigis) with and without the Wang-Koch (WK) AL adjustment were compared between the two groups. The postoperative ACD was measured using the Scheimpflug imaging system with manual correction at least three months after surgery. Results: In total, there were 193 eyes from 193 patients in each group. The mean prediction errors (MEs) of the new generation formulas had no significant systemic bias in the study group; the hyperopic shift was displayed in the traditional formulas for eyes with AL > 26mm. However, the difference of MEs between the two groups among all the formulas were not significant. The absolute prediction error (MAE) and median prediction error (Med AE) in the study group were larger than those in the control group among all the formulas. The postoperative ACD of the study group was deeper but not significant than that of the control group. Conclusions: There was no refractive shift in vitrectomized eyes compared with non-vitrectomized eyes no matter in new generation formulas or traditional vergence formulas. The prediction error among all the formulas in vitrectomized eyes were significantly higher than those in non-vitrectomized eyes. The ACD after phacoemulsification in vitrectomized eyes was not significantly different from non-vitrectomized eyes.
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Affiliation(s)
- Yanxin Xu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Liangping Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jianbing Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Huanhuan Cheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yingyan Qin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yan Mao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Mingxing Wu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
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Brent AJ, Bedi S, Wakefield M, Banerjee S. A comparative study of lens management in the United Kingdom and India with regard to rhegmatogenous retinal detachment surgery. Eur J Ophthalmol 2019; 30:1120-1126. [PMID: 31177849 DOI: 10.1177/1120672119855209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Lens management in phakic patients with rhegmatogenous retinal detachments undergoing para plana vitrectomy surgery remains controversial among vitreoretinal surgeons. When combined phacovitrectomy is performed, the biometry decisions can be challenging both in the face of macula-off rhegmatogenous retinal detachments and previous refractive surgery. This study analyses current trends in practise. METHODS A scenario-related survey was sent to all members of the British and Eire Association of Vitreoretinal Surgeons and to vitreoretinal surgeons in the northern Indian state of Punjab. RESULTS In post-laser-assisted in situ keratomileusis patients with a visually significant cataract and a macula-on rhegmatogenous retinal detachment, the majority of British and Eire Association of Vitreoretinal Surgeons members (67.3%) and surgeons in Punjab (91.4%) would perform a stand-alone para plana vitrectomy and defer cataract surgery. When a combined phacovitrectomy is performed in this scenario, the majority of British and Eire Association of Vitreoretinal Surgeons (68%) would implant an intraocular lens (using either Haigis-L or European Society of Cataract and Refractive Surgeons/American Society of Cataract and Refractive Surgeons calculators), whereas the majority of Punjab surgeons (79.3%) would leave the patient aphakic. In a patient with a cataract and macula-off rhegmatogenous retinal detachment undergoing combined phacovitrectomy surgery, without any previous refractive surgery, the majority of British and Eire Association of Vitreoretinal Surgeons members (47.3%) would use the opposite eye biometry, whereas most Punjab surgeons (62.7%) would leave the patient aphakic. DISCUSSION Vitreoretinal surgeons in both the United Kingdom and Punjab predominantly avoid combined surgery in rhegmatogenous retinal detachment cases, even when faced with a visually significant cataract. When combined phacovitrectomy is performed, most vitreoretinal surgeons preference using the opposite eye biometry for macula-off cases and Haigis-L (myope) or online calculators for post-laser-assisted in situ keratomileusis cases.
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Affiliation(s)
- Alexander J Brent
- Ophthalmology Department, University Hospitals of Leicester, Leicester, UK
| | - Sahiba Bedi
- Ophthalmology Department, Bombay City Eye Institute & Research Centre, Mumbai, India
| | - Matthew Wakefield
- Ophthalmology Department, Salisbury NHS Foundation Trust, Salisbury, UK
| | - Somnath Banerjee
- Ophthalmology Department, University Hospitals of Leicester, Leicester, UK
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