Identifying Genetic Biomarkers Predicting Response to Anti-Vascular Endothelial Growth Factor Injections in Diabetic Macular Edema

被引:7
|
作者
Gurung, Rajya L. [1 ]
FitzGerald, Liesel M. [1 ]
Liu, Ebony [2 ]
McComish, Bennet J. [1 ]
Kaidonis, Georgia [2 ]
Ridge, Bronwyn [2 ]
Hewitt, Alex W. [1 ,3 ]
Vote, Brendan J. [3 ]
Verma, Nitin [3 ]
Craig, Jamie E. [2 ]
Burdon, Kathryn P. [1 ]
机构
[1] Univ Tasmania, Menzies Inst Med Res, Hobart, Tas 7000, Australia
[2] Flinders Univ S Australia, Flinders Hlth & Med Res Inst, Dept Ophthalmol, Adelaide, SA 5042, Australia
[3] Univ Tasmania, Sch Med, Hobart, Tas 7000, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
anti-vascular endothelial growth factor; diabetic macular edema; genome-wide association; ANTI-VEGF; VISUAL-ACUITY; RANIBIZUMAB; RETINOPATHY; OUTCOMES; THERAPY; POLYMORPHISM; AFLIBERCEPT; VARIANTS; GWAS;
D O I
10.3390/ijms23074042
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
Intraocular anti-vascular endothelial growth factor (VEGF) therapies are the front-line treatment for diabetic macular edema (DME); however, treatment response varies widely. This study aimed to identify genetic determinants associated with anti-VEGF treatment response in DME. We performed a genome-wide association study on 220 Australian patients with DME treated with anti-VEGF therapy, genotyped on the Illumina Global Screening Array, and imputed to the Haplotype Reference Consortium panel. The primary outcome measures were changes in central macular thickness (CMT in microns) and best-corrected visual acuity (BCVA in ETDRS letters) after 12 months. Association between single nucleotide polymorphism (SNP) genotypes and DME outcomes were evaluated by linear regression, adjusting for the first three principal components, age, baseline CMT/BCVA, duration of diabetic retinopathy, and HbA1c. Two loci reached genome-wide significance (p < 5 x 10(-8)) for association with increased CMT: a single SNP on chromosome 6 near CASC15 (rs78466540, p = 1.16 x 10(-9)) and a locus on chromosome 12 near RP11-116D17.1 (top SNP rs11614480, p = 2.69 x 10(-8)). Four loci were significantly associated with reduction in BCVA: two loci on chromosome 11, downstream of NTM (top SNP rs148980760, p = 5.30 x 10(-9)) and intronic in RP11-744N12.3 (top SNP rs57801753, p = 1.71 x 10(-8)); one near PGAM1P1 on chromosome 5 (rs187876551, p = 1.52 x 10(-8)); and one near TBC1D32 on chromosome 6 (rs118074968, p = 4.94 x 10(-8)). In silico investigations of each locus identified multiple expression quantitative trait loci and potentially relevant candidate genes warranting further analysis. Thus, we identified multiple genetic loci predicting treatment outcomes for anti-VEGF therapies in DME. This work may potentially lead to managing DME using personalized treatment approaches.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Pro re nata Treatment of Diabetic Macular Edema with Cycles of Three Injections of Anti-vascular Endothelial Growth Factor Injections
    Rehmani, Ahmad
    Banaee, Touka
    Alwan, Shadan
    Urias, Elizabeth
    Lyons, Lance
    El-Annan, Jaafar
    MIDDLE EAST AFRICAN JOURNAL OF OPHTHALMOLOGY, 2023, 30 (03) : 141 - 148
  • [2] The Effects of Anti-Vascular Endothelial Growth Factor Loading Injections on Retinal Microvasculature in Diabetic Macular Edema
    Kim, Kiyoung
    Lee, Junwoo
    Yu, Seung-Young
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2024, 13 (12):
  • [3] Efficacy and mechanism of anti-vascular endothelial growth factor drugs for diabetic macular edema patients
    Li, Yun-Fei
    Ren, Qian
    Sun, Chao-Hui
    Li, Li
    Lian, Hai-Dong
    Sun, Rui-Xue
    Su, Xian
    Yu, Hua
    WORLD JOURNAL OF DIABETES, 2022, 13 (07) : 532 - 542
  • [4] Clinical preferences and trends of anti-vascular endothelial growth factor treatments for diabetic macular edema in Japan
    Sugimoto, Masahiko
    Tsukitome, Hideyuki
    Okamoto, Fumiki
    Oshika, Tetsuro
    Ueda, Tetsuo
    Niki, Masanori
    Mitamura, Yoshinori
    Ishikawa, Hiroto
    Gomi, Fumi
    Kitano, Shigehiko
    Noma, Hidetaka
    Shimura, Masahiko
    Sonoda, Shozo
    Sawada, Osamu
    Ohji, Masahito
    Harimoto, Kozo
    Takeuchi, Masaru
    Takamura, Yoshihiro
    Kondo, Mineo
    Sakamoto, Taiji
    JOURNAL OF DIABETES INVESTIGATION, 2019, 10 (02) : 475 - 483
  • [5] Visual Outcomes Based on Early Response to Anti-Vascular Endothelial Growth Factor Treatment for Diabetic Macular Edema
    Koyanagi, Yoshito
    Yoshida, Shigeo
    Kobayashi, Yoshiyuki
    Kubo, Yuki
    Nakama, Takahito
    Ishikawa, Keijiro
    Nakao, Shintaro
    Hisatomi, Toshio
    Ikeda, Yasuhiro
    Oshima, Yuji
    Ishibashi, Tatsuro
    Sonoda, Koh-hei
    OPHTHALMOLOGICA, 2018, 239 (2-3) : 94 - 102
  • [6] Budget Impact Analysis of Anti-vascular Endothelial Growth Factor in Patients with Diabetic Macular Edema
    Yang, Jangmi
    Shin, Sang Jin
    Suh, Jae Kyung
    Tchoe, Hajin
    Cho, Songhee
    Kang, Min Joo
    Jee, Donghyun
    JOURNAL OF THE KOREAN OPHTHALMOLOGICAL SOCIETY, 2019, 60 (07): : 667 - 675
  • [7] IMPACT OF LONG-TERM INTRAVITREAL ANTI-VASCULAR ENDOTHELIAL GROWTH FACTOR ON PREEXISTING MICROSTRUCTURAL ALTERATIONS IN DIABETIC MACULAR EDEMA
    Wirth, Magdalena A.
    Wons, Juliana
    Freiberg, Florentina J.
    Becker, Matthias D.
    Michels, Stephan
    RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2018, 38 (09): : 1824 - 1829
  • [8] Factors Predicting Treatment Response in Anti-Vascular Endothelial Growth Factor Naive Diabetic Macular Edema Patients Treated with Intravitreal Bevacizumab
    Bezzina, Alastair David
    Carbonaro, Francis
    JOURNAL OF OCULAR PHARMACOLOGY AND THERAPEUTICS, 2019, 35 (10) : 551 - 557
  • [9] Predictive factors for treatment outcomes with intravitreal anti-vascular endothelial growth factor injections in diabetic macular edema in clinical practice
    Gurung, Rajya L.
    FitzGerald, Liesel M.
    Liu, Ebony
    McComish, Bennet J.
    Kaidonis, Georgia
    Ridge, Bronwyn
    Hewitt, Alex W.
    Vote, Brendan J.
    Verma, Nitin
    Craig, Jamie E.
    Burdon, Kathryn P.
    INTERNATIONAL JOURNAL OF RETINA AND VITREOUS, 2023, 9 (01)
  • [10] Hemodynamic Effects of Anti-Vascular Endothelial Growth Factor Injections on Optical Coherence Tomography Angiography in Diabetic Macular Edema Eyes
    Song, Jessica
    Huang, Bonnie B.
    Ong, Janice X.
    Konopek, Nicholas
    Fawzi, Amani A.
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2022, 11 (10):