Survey
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
Table S1. List of the 61 selected genes and related lens diseases. Name Gene ID (NCBI)/ Inheritance pattern disease ADAMTS17 170691 AR lens luxation[1], Weill-Marchesani syndrome[2] ADAMTSL4 54507 AR ectopialentis[3] AGK 55750 AR Sengers syndrome[4], cataract[5] BFSP1 631 AD cataract [6] BFSP2 8419 AD/AR cataract [7] CHMP4B 128866 AD cataract [8] COL4A5 5308 AD Alport syndrome[9] CRYAA 1409 AD/AR cataract [5] CRYAB 1410 AD cataract [5] CRYBA1 1411 AD cataract [5] CRYBA2 1412 AD cataract [10] CRYBA4 1413 AD cataract [5] CRYBB1 1414 AD/AR cataract [5] CRYBB2 1415 AD cataract [5] CRYBB3 1417 AD/AR cataract [5][10] CRYGA 1418 AD cataract [11] CRYGC 1420 AD cataract [5] CRYGD 1421 AD/AR cataract [5] CRYGS 1427 AD cataract [5] CYP1B1 1545 microphthalmia[12], AD glaucoma[13] EPHA2 1969 AD/AR cataract[14] EYA1 2138 AD cataracts and ocular anterior segment anomalies[15] FBN1 2296 AD Marfan syndrome[16] FOXC1 4092 AD aniridia[17], Axenfeld-Rieger syndrome and glaucoma[18] FOXE3 2301 AD cataract [5], anterior ocular malformations and glaucoma [19], microphthalmia[20] FTL 2512 AD cataract [21] FYCO1 79443 AR cataract [22] GALK1 2584 AR cataract [23] GCNT2 2651 AR cataract [24] GJA1 2697 AD cataract [25] GJA3 2700 AD cataract [25] GJA8 2703 AD/AR cataract [25] GSTM1 23411 AR cataract [26] GSTT1 2944 AR cataract [26] HIF1A 3091 cataract [27] HSF4 3299 AD/AR cataract [27] LIM2 3982 AR cataract [28] LOXL1 4016 primary open-angle glaucoma[29], exfoliation syndrome[30] MAF 4094 AD cataract [31] MIP 4284 AD cataract [32] MTHFR 4524 cataract [33] AR MYOC 4653 AD Axenfeld-Rieger syndrome and glaucoma[13, 34] NHS 4810 XL cataract[35],Nance-Horan syndrome[36] OPTN 10133 AR glaucoma [13] OTX2 6657 AD cataract [37] PAX6 5080 AD autosomal-dominant nystagmus, foveal hypoplasia and presenile cataract[38], congenital aniridia[39] PITX2 30062 AD aniridia[40], peters' anomaly and persistent hyperplastic primary vitreous[41] PITX3 5309 AD cataract[42], aniridia[43] PXDN 7837 AR microphthalmia[44], congenital cataract, corneal opacity, and developmental glaucoma[45] RAX 5015 AR anophthalmia[46], microphthalmia[20] SIL1 64374 AR Marinesco-Sjogren syndrome[47] SIRT1 2200 AD cataract [48] SLC16A12 387700 AD cataract [49] SMAD7 1287 AD cataract [50] SOX2 6657 AD microphthalmia[51] TDRD7 23424 AR cataract[52] TMEM114 283953 AD cataract[53] VIM 7431 cataract[54] VSX1 2952 AD keratoconus[55] VSX2 338917 AR lens subluxation and retinal dysfunction[56], microphthalmia[20] WDR36 134430 AD glaucoma[13] AD: autosomal dominant; AR: autosomal recessive; XL: X-link References: 1. Gould D, Pettitt L, McLaughlin B, Holmes N, Forman O, Thomas A, AhonenS, LohiH, O'LearyC, SarganD, MellershC. ADAMTS17 mutation associated with primary lens luxation is widespread among breeds. VET OPHTHALMOL 2011; 14(6):378-84. 2. Shah MH, Bhat V, Shetty JS, Kumar A. Whole exome sequencing identifies a novel splice-site mutation in ADAMTS17 in an Indian family with Weill-Marchesani syndrome. MOL VIS 2014; 20:790-6. 3. Zhou XM, Wang Y, Zhao L, Yu WH, Fan N, Yan NH, SuQ, LiangY Q,WangY, Li L P, Cai S P, Jonas J B, Liu X Y. Novel compound heterozygous mutations identified in ADAMTSL4 gene in a Chinese family with isolated ectopia lentis. ACTA OPHTHALMOL 2015; 93(1):e91-2. 4. Haghighi A, Haack TB, Atiq M, Mottaghi H, Haghighi-Kakhki H, Bashir RA, Ahting U, Feichtinger R G, Mayr J A, Rotig A, Lebre A S, Klopstock T, Dworschak A, Pulido N, Saeed M A Saleh-Gohari N, Holzerova E, Chinnery P F, Taylor R W, Prokisch H. Sengers syndrome: six novel AGK mutations in seven new families and review of the phenotypic and mutational spectrum of 29 patients. ORPHANET J RARE DIS 2014; 9:119. 5. Shiels A, Hejtmancik JF. Genetics of human cataract. CLIN GENET 2013; 84(2):120-7. 6. Wang H, Zhang T, Wu D, Zhang J. A novel beaded filament structural protein 1 (BFSP1) gene mutation associated with autosomal dominant congenital cataract in a Chinese family. MOL VIS 2013; 19:2590-5. 7. Liu Q, Wang KJ, Zhu SQ. A novel p.G112E mutation in BFSP2 associated with autosomal dominant pulverulent cataract with sutural opacities. CURR EYE RES 2014; 39(10):1013-9. 8. Sagona AP, Nezis IP, Stenmark H. Association of CHMP4B and autophagy with micronuclei: implications for cataract formation. BIOMED RES INT 2014; 2014:974393. 9. Barker DF, Hostikka SL, Zhou J, Chow LT, Oliphant AR, Gerken SC,Gregory M C, Skolnick M H, Atkin C L, Tryggvason K. Identification of mutations in the COL4A5 collagen gene in Alport syndrome. SCIENCE 1990; 248(4960):1224-7. 10. Reis LM, Tyler RC, Muheisen S, Raggio V, Salviati L, Han DP, Costakos D, Yonath H, Hall S, Power P, Semina E V. Whole exome sequencing in dominant cataract identifies a new causative factor, CRYBA2, and a variety of novel alleles in known genes. HUM GENET 2013; 132(7):761-70. 11. Huang B, He W. Molecular characteristics of inherited congenital cataracts. EUR J MED GENET 2010; 53(6):347-57. 12. Prokudin I, Simons C, Grigg JR, Storen R, Kumar V, Phua ZY, Smith J, Flaherty M, Davila S, Jamieson R V. Exome sequencing in developmental eye disease leads to identification of causal variants in GJA8, CRYGC, PAX6 and CYP1B1. EUR J HUM GENET 2014; 22(7):907-15. 13. Abu-Amero KK, Bosley TM, Morales J. Analysis of nuclear and mitochondrial genes in patients with pseudoexfoliation glaucoma. MOL VIS 2008; 14:29-36. 14. Reis LM, Tyler RC, Semina EV. Identification of a novel C-terminal extension mutation in EPHA2 in a family affected with congenital cataract. MOL VIS 2014; 20:836-42. 15. Azuma N, Hirakiyama A, Inoue T, Asaka A, Yamada M. Mutations of a human homologue of the Drosophila eyes absent gene (EYA1) detected in patients with congenital cataracts and ocular anterior segment anomalies. HUM MOL GENET 2000; 9(3):363-6. 16. Dietz HC, Cutting GR, Pyeritz RE, Maslen CL, Sakai LY, Corson GM, Puffenberger E G, Hamosh A, Nanthakumar E J, Curristin S M. Marfan syndrome caused by a recurrent de novo missense mutation in the fibrillin gene. NATURE 1991; 352(6333):337-9. 17. Ito YA, Footz TK, Berry FB, Mirzayans F, Yu M, Khan AO, Walter M A. Severe molecular defects of a novel FOXC1 W152G mutation result in aniridia. Invest Ophthalmol Vis Sci 2009; 50(8):3573-9. 18. Pasutto F, Mauri L, Popp B, Sticht H, Ekici A, Piozzi E, Bonfante A, PencoS, Schlotzer-Schrehardt U, Reis A. Whole exome sequencing reveals a novel de novo FOXC1 mutation in a patient with unrecognized Axenfeld-Rieger syndrome and glaucoma. GENE 2015; 568(1):76-80. 19. Islam L, Kelberman D, Williamson L, Lewis N, Glindzicz MB, Nischal KK,Sowden J C. Functional analysis of FOXE3 mutations causing dominant and recessive ocular anterior segment disease. HUM MUTAT 2015; 36(3):296-300. 20. Williamson KA, FitzPatrick DR. The genetic architecture of microphthalmia, anophthalmia and coloboma. EUR J MED GENET 2014; 57(8):369-80. 21. Bennett TM, Maraini G, Jin C, Sun W, Hejtmancik JF, Shiels A. Noncoding variation of the gene for ferritin light chain in hereditary and age-related cataract. MOL VIS 2013; 19:835-44. 22. Chen J, Ma Z, Jiao X, Fariss R, Kantorow WL, Kantorow M, Pras E, Frydman M, Pras E, Riazuddin S, Riazuddin S A,Hejtmancik J F. Mutations in FYCO1 cause autosomal-recessive congenital cataracts. AM J HUM GENET 2011; 88(6):827-38. 23. Chacon-Camacho OF, Buentello-Volante B, Velazquez-Montoya R, Ayala-Ramirez R, Zenteno JC. Homozygosity mapping identifies a GALK1 mutation as the cause of autosomal recessive congenital cataracts in 4 adult siblings. GENE 2014; 534(2):218-21. 24. Wussuki-Lior O, Abu-Horowitz A, Netzer I, Almer Z, Morad Y, Goldich Y, Yahalom V, Pras E, Pras E. Hematologic biomarkers in childhood cataracts. MOL VIS 2011; 17:1011-5. 25. Yi J, Yun J, Li ZK, Xu CT, Pan BR. Epidemiology and molecular genetics of congenital cataracts. Int J Ophthalmol 2011; 4(4):422-32. 26. Liao RF, Ye MJ, Liu CY, Ye DQ. An Updated Meta-Analysis: Risk Conferred by Glutathione S-Transferases (GSTM1 and GSTT1) Polymorphisms to Age-Related Cataract. J OPHTHALMOL 2015; 2015:103950. 27. Chen Y, Wu Q, Miao A, Jiang Y, Wu X, Wang Z, Wu F, LuY. Effect of HSF4b on age related cataract may through its novel downstream target Hif1alpha. Biochem Biophys Res Commun 2014; 453(3):674-8. 28. Zhou Z, Wang B, Hu S, Zhang C, Ma X, Qi Y. Genetic variations in GJA3, GJA8, LIM2, and age-related cataract in the Chinese population: a mutation screening study. MOL VIS 2011; 17:621-6. 29. Wu M, Zhu XY, Ye J. Associations of polymorphisms of LOXL1 gene with primary open-angle glaucoma: a meta-analysis based on 5,293 subjects. MOL VIS 2015; 21:165-72. 30. Thorleifsson G, Magnusson KP, Sulem P, Walters GB, Gudbjartsson DF, Stefansson H, Jonsson T, Jonasdottir A, Jonasdottir A, Stefansdottir G, Masson G, Hardarson G A, Petursson H, Arnarsson A, Motallebipour M, Wallerman O, Wadelius C, Gulcher J R, Thorsteinsdottir U, Kong A, Jonasson F, Stefansson K. Common sequence variants in the LOXL1 gene confer susceptibility to exfoliation glaucoma. SCIENCE 2007; 317(5843):1397-400. 31. Niceta M, Stellacci E, Gripp KW, Zampino G, Kousi M, Anselmi M,Traversa A, Ciolfi A, StableyD, Bruselles A, Caputo V, Cecchetti S, Prudente S, Fiorenza M T, Boitani C, Philip N, Niyazov D, LeoniC, Nakane T, Keppler-Noreuil K, Braddock S R, Gillessen-Kaesbach G, Palleschi A, Campeau PM, Lee B H, Pouponnot C, Stella L, Bocchinfuso G, Katsanis N, Sol-Church K, Tartaglia M. Mutations Impairing GSK3-Mediated MAF Phosphorylation Cause Cataract, Deafness, Intellectual Disability, Seizures, and a Down Syndrome-like Facies. AM J HUM GENET 2015; 96(5):816-25. 32. Shentu X, Miao Q, Tang X, Yin H, Zhao Y. Identification and Functional Analysis of a Novel MIP Gene Mutation Associated with Congenital Cataract in a Chinese Family. PLOS ONE 2015; 10(5):e126679. 33. Zetterberg M, Tasa G, Prince JA, Palmer M, Juronen E, Veromann S, Teesalu P, Karlsson J O, Blennow K, Zetterberg H. Methylenetetrahydrofolate reductase genetic polymorphisms in patients with cataract. AM J OPHTHALMOL 2005; 140(5):932-4. 34. Pasutto F, Mauri L, Popp B, Sticht H, Ekici A, Piozzi E,Bonfante A, Penco S, Schlotzer-Schrehardt U, Reis A. Whole exome sequencing reveals a novel de novo FOXC1 mutation in a patient with unrecognized Axenfeld-Rieger syndrome and glaucoma. GENE 2015; 568(1):76-80. 35. Sun W, Xiao X, Li S, Guo X, Zhang Q. Exome sequencing of 18 Chinese families with congenital cataracts: a new sight of the NHS gene. PLOS ONE 2014; 9(6):e100455. 36. Li A, Li B, Wu L, Yang L, Chen N, Ma Z. Identification of a novel NHS mutation in a Chinese family with Nance-Horan syndrome. CURR EYE RES 2015; 40(4):434-8. 37. Pras E, Mahler O, Kumar V, Frydman M, Gefen N, Pras E, Hejtmancik J F. A new locus for autosomal dominant posterior polar cataract in Moroccan Jews maps to chromosome 14q22-23. J MED GENET 2006; 43(10):e50. 38. Thomas S, Thomas MG, Andrews C, Chan WM, Proudlock FA, McLean RJ, Pradeep A, Engle E C, Gottlob I. Autosomal-dominant nystagmus, foveal hypoplasia and presenile cataract associated with a novel PAX6 mutation. EUR J HUM GENET 2014; 22(3):344-9. 39. Lee PC, Lam HH, Ghani SA, Subrayan V, Chua KH. Investigation of a PAX6 gene mutation in a Malaysian family with congenital aniridia. GENET MOL RES 2014; 13(2):3553-9. 40. Law SK, Sami M, Piri N, Coleman AL, Caprioli J. Asymmetric phenotype of Axenfeld-Rieger anomaly and aniridia associated with a novel PITX2 mutation. MOL VIS 2011; 17:1231-8. 41. Arikawa A, Yoshida S, Yoshikawa H, Ishikawa K, Yamaji Y, Arita RI,Ueno A, Ishibashi T. Case of novel PITX2 gene mutation associated with Peters' anomaly and persistent hyperplastic primary vitreous. Eye (Lond) 2010; 24(2):391-3. 42. Semina EV, Ferrell RE, Mintz-Hittner HA, Bitoun P, Alward WL, Reiter RS, Funkhauser Daack-Hirsch S, Murray J C. A novel homeobox gene PITX3 is mutated in families with autosomal-dominant cataracts and ASMD. NAT GENET 1998; 19(2):167-70. 43. Khan AO, Aldahmesh MA, Alkuraya FS.Genetic and genomic analysis of classic aniridia in Saudi Arabia.MOL VIS 2011; 17:708-14. 44. Choi A, Lao R, Ling-Fung TP, Wan E, Mayer W, Bardakjian T, Shaw G M, Kwok P Y, Schneider A, Slavotinek, A. Novel mutations in PXDN cause microphthalmia and anterior segment dysgenesis. EUR J HUM GENET 2015; 23(3):337-41. 45. Khan K, Rudkin A, Parry DA, Burdon KP, McKibbin M, Logan CV,Abdelhamed Z I, Muecke J S, Fernandez-Fuentes N, Laurie K J, Shires M, Fogarty R, Carr I M, Poulter J A, Morgan J E, Mohamed M D, Jafri H, Raashid Y, Meng N, Piseth H, Toomes C, Casson R J, Taylor G R, Hammerton M, Sheridan E, Johnson C A, Inglehearn C F, Craig J E, Ali M. Homozygous mutations in PXDN cause congenital cataract, corneal opacity, and developmental glaucoma. AM J HUM GENET 2011; 89(3):464-73. 46. Abouzeid H, Youssef MA, Bayoumi N, ElShakankiri N, Marzouk I, Hauser P,Schorderet D F. RAX and anophthalmia in humans: evidence of brain anomalies. MOL VIS 2012; 18:1449-56. 47. Krieger M, Roos A, Stendel C, Claeys KG, Sonmez FM, Baudis M, et al. SIL1 mutations and clinical spectrum in patients with Marinesco-Sjogren syndrome. BRAIN 2013; 136(Pt 12):3634-44. 48. Zheng T, Lu Y. Changes in SIRT1 expression and its downstream pathways in age-related cataract in humans. CURR EYE RES 2011; 36(5):449-55. 49. Zuercher J, Neidhardt J, Magyar I, Labs S, Moore AT, Tanner FC,Waseem N, Schorderet D F, Munier F L, Bhattacharya S, Berger W, Kloeckener-Gruissem B. Alterations of the 5'untranslated region of SLC16A12 lead to age-related cataract. Invest Ophthalmol Vis Sci 2010; 51(7):3354-61. 50. Suzuki S, Sagara H, Senoo T. Developmental factors of fibrous opacification in the atopic cataract lens capsule. OPHTHALMIC RES 2011; 45(4):216-20. 51. Mauri L, Franzoni A, Scarcello M, Sala S, Garavelli L, Modugno A, Grammatico P, Patrosso M C, Piozzi E, Del Longo A,Gesu G P, Manfredini E, Primignani P, Damante G, Penco S. SOX2, OTX2 and PAX6 analysis in subjects with anophthalmia and microphthalmia. EUR J MED GENET 2015; 58(2):66-70. 52. Shao DW, Yang CY, Liu B, Chen W, Wang H, Ru HX, Zhang M, Wang Y. Bioinformatics Analysis of Potential Candidates for Therapy of TDRD7 Deficiency-Induced Congenital Cataract. OPHTHALMIC RES 2015; 54(1):10-7. 53. Maher GJ, Hilton EN, Urquhart JE, Davidson AE, Spencer HL, Black GC,Manson F D. The cataract-associated protein TMEM114, and TMEM235, are glycosylated transmembrane proteins that are distinct from claudin family members. FEBS LETT 2011; 585(14):2187-92. 54. Matsuyama M, Tanaka H, Inoko A, Goto H, Yonemura S, Kobori K, Hayashi Y, Kondo E, Itohara S, Izawa I, Inagaki M. Defect of mitotic vimentin phosphorylation causes microophthalmia and cataract via aneuploidy and senescence in lens epithelial cells. J BIOL CHEM 2013; 288(50):35626-35. 55. Shetty R, Nuijts RM, Nanaiah SG, Anandula VR, Ghosh A, Jayadev C, Pahuja N, Kumaramanickavel G, Nallathambi J. Two novel missense substitutions in the VSX1 gene: clinical and genetic analysis of families with Keratoconus from India. BMC MED GENET 2015; 16:33. 56. Khan AO, Aldahmesh MA, Noor J, Salem A, Alkuraya FS.Lens subluxation and retinal dysfunction in a girl with homozygous VSX2 mutation. OPHTHALMIC GENET 2015; 36(1):8-13.