- Department of Ophthalmology, The First Affiliated Hospital of Chongqing Medical University, Chongqing Key Laboratory of Ophthalmology, Chongqing Eye Institute, Chongqing 400016, China;
Intravitreal injection of anti-vascular endothelial growth factor (VEGF) drugs is the main treatment for diabetic macular edema (DME), however, 30% of patients still respond poorly to its treatment. At present, imaging markers that can indicate the prognosis of anti-VEGF drug treatment include ischemic index, deep retinal capillary plexus foveal avascular zone area, number of microaneurysms, blood flow density, disorder of the inner retinal layer, outer membrane and/or the degree of damage to the ellipsoid zone, strong reflex foci, intraretinal cysts, subretinal fluid. Biomarkers include high-sensitivity C-reactive protein, neutrophil to lymphocyte ratio, anti-fumarase antibody, intraocular aqueous humor cell adhesion molecule-1, interleukin (IL)-6, IL-8, etc. Understanding these clinical markers that may predict and evaluate the prognosis of anti-VEGF drug therapy can be beneficial to adjust the treatment plan, and more effectively monitor, treat, and manage DME patients.
Citation: Chen Qinyun, Zhang Xuedong. Research progress of evaluating the prognosis of anti-vascular endothelial growth factor drug treatment for diabetic macular edema with clinical markers. Chinese Journal of Ocular Fundus Diseases, 2021, 37(4): 321-326. doi: 10.3760/cma.j.cn511434-20200703-00318 Copy
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3. | Chatziralli I, Theodossiadis P, Parikakis E, et al. Dexamethasone intravitreal implant in diabetic macular edema: real-life data from a prospective study and predictive factors for visual outcome[J]. Diabetes Ther, 2017, 8(6): 1393-1404. DOI: 10.1007/s13300-017-0332-x. |
4. | Gonzalez VH, Campbell J, Holekamp NM, et al. Early and long-term responses to anti-vascular endothelial growth factor therapy in diabetic macular edema: analysis of protocol I data[J]. Am J Ophthalmol, 2016, 172(11): 72-79. DOI: 10.1016/j.ajo.2016.09.012. |
5. | Fan W, Uji A, Wang K, et al. Severity of diabetic macular edema correlates with retinal vascular bed area on ultra-wide field fluorescein andiography[J]. Retina, 2020, 40(6): 1029-1037. DOI: 10.1097/IAE.0000000000002579. |
6. | Bobak B, Thomas H, Tunde P, et al. Ultra-widefield fluorescein angiography as a biomarker for response to switch in therapy[J]. Ophthalmic Surg Lasers Imaging Retina, 2019, 50(12): 771-778. DOI: 10.3928/23258160-20191119-04. |
7. | Wells JA, Glassman AR, Ayala AR, et al. Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema: two-year results from a comparative effectiveness randomized clinical trial[J]. Ophthalmology, 2016, 123(6): 1351-1359. DOI: 10.1016/j.ophtha.2016.02.022. |
8. | Singer MA, Kermany DS, Waters J, et al. Diabetic macular edema: it is more than just VEGF [J/OL]. F1000Res, 2016, 5: 1000-1019[2016-05-27]. https://pubmed.ncbi.nlm.nih.gov/27303642/. DOI: 10.12688/f1000research.8265.1. |
9. | Patel RD, Messner LV, Teitelbaum B, et al. Characterization of ischemic index using ultra-widefield fluorescein angiography in patients with focal and diffuse recalcitrant diabetic macular edema[J]. Am J Ophthalmol, 2013, 155(6): 1038-1044. DOI: 10.1016/j.ajo.2013.01.007. |
10. | Tan CS, Chew MC, van Hemert J, et al. Measuring the precise area of peripheral retinal non-perfusion using ultra-widefield imaging and its correlation with the ischaemic index[J]. Br J Ophthalmol, 2016, 100(2): 235-239. DOI: 10.1136/bjophthalmol-2015-306652. |
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- 1. Busch C, Fraser-Bell S, Iglicki M, et al. Real-world outcomes of non-responding diabetic macular edema treated with continued anti-VEGF therapy versus early switch to dexamethasone implant: 2-year results[J]. Acta Diabetol, 2019, 56(12): 1341-1350. DOI: 10.1007/s00592-019-01416-4.
- 2. Wykoff CC, Elman MJ, Regillo CD, et al. Predictors of diabetic macular edema treatment frequency with ranibizumab during the open-label extension of the RIDE and RISE trials[J]. Ophthalmology, 2016, 123(8): 1716-1721. DOI: 10.1016/j.ophtha.2016.04.004.
- 3. Chatziralli I, Theodossiadis P, Parikakis E, et al. Dexamethasone intravitreal implant in diabetic macular edema: real-life data from a prospective study and predictive factors for visual outcome[J]. Diabetes Ther, 2017, 8(6): 1393-1404. DOI: 10.1007/s13300-017-0332-x.
- 4. Gonzalez VH, Campbell J, Holekamp NM, et al. Early and long-term responses to anti-vascular endothelial growth factor therapy in diabetic macular edema: analysis of protocol I data[J]. Am J Ophthalmol, 2016, 172(11): 72-79. DOI: 10.1016/j.ajo.2016.09.012.
- 5. Fan W, Uji A, Wang K, et al. Severity of diabetic macular edema correlates with retinal vascular bed area on ultra-wide field fluorescein andiography[J]. Retina, 2020, 40(6): 1029-1037. DOI: 10.1097/IAE.0000000000002579.
- 6. Bobak B, Thomas H, Tunde P, et al. Ultra-widefield fluorescein angiography as a biomarker for response to switch in therapy[J]. Ophthalmic Surg Lasers Imaging Retina, 2019, 50(12): 771-778. DOI: 10.3928/23258160-20191119-04.
- 7. Wells JA, Glassman AR, Ayala AR, et al. Aflibercept, bevacizumab, or ranibizumab for diabetic macular edema: two-year results from a comparative effectiveness randomized clinical trial[J]. Ophthalmology, 2016, 123(6): 1351-1359. DOI: 10.1016/j.ophtha.2016.02.022.
- 8. Singer MA, Kermany DS, Waters J, et al. Diabetic macular edema: it is more than just VEGF [J/OL]. F1000Res, 2016, 5: 1000-1019[2016-05-27]. https://pubmed.ncbi.nlm.nih.gov/27303642/. DOI: 10.12688/f1000research.8265.1.
- 9. Patel RD, Messner LV, Teitelbaum B, et al. Characterization of ischemic index using ultra-widefield fluorescein angiography in patients with focal and diffuse recalcitrant diabetic macular edema[J]. Am J Ophthalmol, 2013, 155(6): 1038-1044. DOI: 10.1016/j.ajo.2013.01.007.
- 10. Tan CS, Chew MC, van Hemert J, et al. Measuring the precise area of peripheral retinal non-perfusion using ultra-widefield imaging and its correlation with the ischaemic index[J]. Br J Ophthalmol, 2016, 100(2): 235-239. DOI: 10.1136/bjophthalmol-2015-306652.
- 11. Silva PS, Dela Cruz AJ, Ledesma MG, et al. Diabetic retinopathy severity and peripheral lesions are associated with nonperfusion on ultrawide field angiography[J]. Ophthalmology, 2015, 122(12): 2465-2472. DOI: 10.1016/j.ophtha.2015.07.034.
- 12. Ishibazawa A, Nagaoka T, Yokota H, et al. Characteristics of retinal neovascularization in proliferative diabetic retinopathy imaged by optical coherence tomography angiography[J]. Invest Ophthalmol Vis Sci, 2016, 57(14): 6247-6255. DOI: 10.1167/iovs.16-20210.
- 13. Muqit MM, Stanga PE. Fourier-domain optical coherence tomography evaluation of retinal and optic nerve head neovascularisation in proliferative diabetic retinopathy[J]. Br J Ophthalmol, 2014, 98(1): 65-72. DOI: 10.1136/bjophthalmol-2013-303941.
- 14. Lee J, Moon BG, Cho AR, et al. Optical coherence tomography angiography of dme and its association with anti-VEGF treatment response[J]. Ophthalmology, 2016, 123(11): 2368-2375. DOI: 10.1016/j.ophtha.2016.07.010.
- 15. Moon BG, Um T, Lee J, et al. Correlation between deep capillary plexus perfusion and long-term photoreceptor recovery after diabetic macular edema treatment[J]. Ophthalmol Retina, 2018, 2(3): 235-243. DOI: 10.1016/j.oret.2017.07.003.
- 16. Busch C, Wakabayashi T, Sato T, et al. Retinal microvasculature and visual acuity after intravitreal aflibercept in diabetic macular edema: an optical coherence tomography angiography study[J/OL]. Sci Rep, 2019, 9(1): 1561[2019-02-07]. https://pubmed.ncbi.nlm.nih.gov/30733512/. DOI: 10.1038/s41598-018-38248-1.
- 17. Enders C, Lang GE, Dreyhaupt J, et al. Quantity and quality of image artifacts in optical coherence tomography angiography[J/OL]. PLoS One, 2019, 14(1): e0210505[2019-01-25]. https://pubmed.ncbi.nlm.nih.gov/30682050/. DOI: 10.1371/journal.pone.0210505.
- 18. Deák GG, Schmidt-Erfurth UM, Jampol LM. Correlation of central retinal thickness and visual acuity in diabetic macular edema[J]. JAMA Ophthalmol, 2018, 136(11): 1215-1216. DOI: 10.1001/jamaophthalmol.2018.3848.
- 19. Zur D, Iglicki M, Sala-Puigdollers A, et al. Disorganization of retinal inner layers as a biomarker in patients with diabetic macular oedema treated with dexamethasone implant[J/OL]. Acta Ophthalmol, 2020, 98(2): e217-e223[2019-08-18]. https://pubmed.ncbi.nlm.nih.gov/31421028/. DOI: 10.1111/aos.14230.
- 20. Sun JK, Radwan SH, Soliman AZ, et al. Neural retinal disorganization as a robust marker of visual acuity in current and resolved diabetic macular edema[J]. Diabetes, 2015, 64(7): 2560-2570. DOI: 10.2337/db14-0782.
- 21. Das R, Spence G, Hogg RE, et al. Disorganization of inner retina and outer retinal morphology in diabetic macular edema[J]. JAMA Ophthalmol, 2018, 136(2): 202-208. DOI: 10.1001/jamaophthalmol.2017.6256.
- 22. Sun JK, Lin MM, Lammer J, et al. Disorganization of the retinal inner layers as a predictor of visual acuity in eyes with center-involved diabetic macular edema[J]. JAMA Ophthalmol, 2014, 132(11): 1309-1316. DOI: 10.1001/jamaophthalmol.2014.2350.
- 23. Blindbæk SL, Torp TL, Lundberg K, et al. Noninvasive retinal markers in diabetic retinopathy: advancing from bench towards bedside[J/OL]. J Diabetes Res, 2017, 17(4): 2562759[2017-04-13]. https://pubmed.ncbi.nlm.nih.gov/28491870/. DOI: 10.1155/2017/2562759.
- 24. Chhablani JK, Kim JS, Cheng L, et al. External limiting membrane as a predictor of visual improvement in diabetic macular edema after pars plana vitrectomy[J]. Graefe's Arch Clin Exp Ophthalmol, 2012, 250(10): 1415-1420. DOI: 10.1007/s00417-012-1968-x.
- 25. Maheshwary AS, Oster SF, Yuson RM, et al. The association between percent disruption of the photoreceptor inner segment-outer segment junction and visual acuity in diabetic macular edema[J]. Am J Ophthalmol, 2010, 150(1): 63-67. DOI: 10.1016/j.ajo.2010.01.039.
- 26. Forooghian F, Stetson PF, Meyer SA, et al. Relationship between photoreceptor outer segment length and visual acuity in diabetic macular edema[J]. Retina, 2010, 30(1): 63-70. DOI: 10.1097/IAE.0b013e3181bd2c5a.
- 27. Lee H, Jang H, Choi YA, et al. Association between soluble CD14 in the aqueous humor and hyperreflective foci on optical coherence tomography in patients with diabetic macular edema[J]. Invest Ophthalmol Vis Sci, 2018, 59(2): 715-721. DOI: 10.1167/iovs.17-23042.
- 28. Gross JG, Glassman AR, Liu D, et al. Five-year outcomes of panretinal photocoagulation vs intravitreous ranibizumab for proliferative diabetic retinopathy: a randomized clinical trial[J]. JAMA Ophthalmol, 2018, 136(10): 1138-1148. DOI: 10.1001/jamaophthalmol.2018.3255.
- 29. Hye SH, Ju BC, Jin YK, et al. Association between hyperreflective dots on spectral-domain optical coherence tomography in macular edema and response to treatment[J]. Invest Ophthalmol Vis Sci, 2017, 58(13): 5958-5967. DOI: 10.1167/iovs.17-22725.
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