C H A P T E R
11 Genetics of primary open-angle glaucoma Hannah Youngblooda, Yutao Liua,b,c a
Department of Cellular Biology and Anatomy, Augusta University, Augusta, GA, United States b James and Jean Culver Vision Discovery Institute, Medical College of Georgia, Augusta University, Augusta, GA, United States cCenter for Biotechnology and Genomic Medicine, Augusta University, Augusta, GA, United States
Introduction Primary open-angle glaucoma Glaucoma describes a set of optic neuropathies that are characterized by retinal ganglion cell (RGC) death, optic nerve atrophy, and subsequent peripheral to central vision loss [1]. As the number one cause of irreversible blindness globally, glaucoma is expected to impact about 80 million individuals by 2020 [2, 3]. Primary open-angle glaucoma (POAG), the most prevalent type of glaucoma, is characterized by common glaucoma symptoms lacking an attributable cause and will account for roughly three-fourths of these cases [1–3]. Advanced age, positive family history, and elevated intraocular pressure (IOP) are risk factors for POAG [1]. Approximately 4%–16% of POAG patients have an immediate family member affected by POAG [4]. Individuals with African or Hispanic ancestry evidence higher rates of the disease [1].
Symptoms and diagnosis Because POAG is generally asymptomatic (i.e., no pain), individuals often do not consult an ophthalmologist until there is already significant vision loss [1]. Therefore, many POAG patients are not aware of their disease status. POAG is defined as having a diagnosis after age 40 while glaucoma diagnosed prior to 40 is called juvenile open-angle glaucoma (JOAG). The primary and only modifiable risk factor for POAG, high IOP (22 mmHg), may not be present in all cases [1]. POAG with untreated high IOP is called high-tension glaucoma while
Genetics and Genomics of Eye Disease https://doi.org/10.1016/B978-0-12-816222-4.00011-3
181
Copyright # 2020 Elsevier Inc. All rights reserved.
182
11. Genetics of primary open-angle glaucoma
glaucoma occuring at a normal IOP level (21 mmHg) is called normal-tension glaucoma (NTG). Both HTG and NTG evidence a loss of RGCs and a large cup-to-disk ratio (CDR) despite differences in IOP levels [1].
Therapies The only effective treatment for POAG is to reduce the IOP levels both in patients with HTG and NTG. Most management strategies seek to lower IOP through either medications or, in unresolved cases, laser treatment or surgery in order to lower risk and delay progression [1]. Even when the IOP is able to be managed, however, glaucoma may still continue to progress [1]. This is especially true in cases of NTG where IOP is already at moderate levels. Furthermore, IOP is not standard across individuals; POAG may develop in individuals with low IOP while individuals with high IOP may never experience glaucomatous loss of vision [1].
POAG genetics A variety of different genetic approaches, including genome-wide linkage analyses and genome-wide association studies (GWAS), have been used to discover genes and chromosomal loci contributing to POAG. These studies have identified many genes and variants associated not only with POAG as a whole, but also with its subtypes (i.e., HTG, NTG, and advanced POAG) and representative phenotypes. Conducting these studies in a variety of populations has also aided our understanding of how identified variants contribute similarly and differently to POAG in diverse populations.
Linkage analyses Genetic linkage analyses are used to determine chromosomal regions associated with a phenotype by examining recombination frequencies in the genetic profiles of families that evidence Mendelian inheritance of the phenotype [1]. Sixteen chromosomal loci linked with POAG (GLC1A through GLC1P) have been identified in this manner (Table 1). Eight of these loci have been refined to specific genes, each of which are examined in the following. MYOC, ASB10, and EFEMP1 Myocilin (MYOC), ankyrin repeat and SOCS box containing 10 (ASB10), and EGFcontaining fibulin extracellular matrix protein 1 (EFEMP1) are three candidate genes identified through linkage analyses that may contribute to POAG by reducing aqueous humor (AH) flow through protein accumulation. The causal role of MYOC mutations in POAG was first established with linkage analysis studies looking at families that evidenced highly penetrant autosomal dominant inheritance of JOAG [4]. The gene was found to be located at the GLC1A locus on chromosome 1q24 [5]. Composed of three exons, the MYOC gene encodes a 504 amino acid protein that is expressed in multiple tissues with unknown function [37, 38]. Most mutations are localized in the olfactomedin domain in the C-terminal region and often result in a truncated protein product
IV. Complex disorders and low effect-size risk factors
183
POAG genetics
TABLE 1
Chromosomal loci determined by genome-wide linkage analysis.
Candidate gene
Gene locus
Chromosomal location
Open angle glaucoma phenotype
MYOC
GLC1A
1q24.3
Unidentified
GLC1B
IL20RB
Possible mechanisms
References
POAG, JOAG
Intercellular accumulation and AH flow reduction
[4, 5]
2cen-q13
POAG
Unknown
[6–8]
GLC1C
3q21-24
POAG
Inflammation resulting in retinal axon damage
[9–12]
Unidentified
GLC1D
8q23
POAG
Unknown
[13]
OPTN
GLC1E
10p13
POAG, NTG
Faulty autophagy
[14, 15]
ASB10
GLC1F
7q36.1
POAG
Faulty protein degradation and AH flow reduction
[16, 17]
WDR36
GLC1G
5q22.1
POAG
Cellular stress and apoptosis
[18]
EFEMP1
GLC1H
2p16.3-p15
POAG, JOAG
Protein aggregation and small optic nerve disc area
[19–21]
Unidentified
GLC1I
15q11-q13
POAG
Unknown
[22–25]
Unidentified
GLC1J
9q22
JOAG
Unknown
[26]
Unidentified
GLC1K
20p12
JOAG
Unknown
[26]
Unidentified
GLC1L
3p22-21
POAG
Unknown
[27]
Unidentified
GLC1M
5q22.1-q32
JOAG
Unknown
[28, 29]
Unidentified
GLC1N
15q22-q24
JOAG
Unknown
[30]
NTF4
GLC1O
19q13.33
POAG
Reduced tyrosine kinase receptor B activity
[31–33]
TBK1
GLC1P
12q14
POAG, NTG
Faulty autophagy
[34–36]
[1, 37, 39]. MYOC mutations account for the majority of familial POAG cases and 2%–4% sporadic POAG [39]. The POAG patients with MYOC mutations are often characterized with early onset and very high IOP [37, 39]. MYOC can be found in the AH of healthy individuals, but it seems to not have a necessary function there as increased or decreased levels of expression do not affect normal eye function including aqueous outflow and IOP level [40–45]. Therefore, POAG does not appear to result from a loss of function in mutated MYOC, but rather a gain of function [1]. It has been shown that mutated MYOC accumulates intracellularly rather than entering the AH normally [43, 46–49]. This intracellular accumulation induces ER stress and may obstruct normal cell processes such as endocytosis and apoptosis necessary to keep the trabecular meshwork (TM) clear for AH flow [1]. Therefore, AH flow through the TM and out of the anterior chamber would be reduced, ultimately resulting in elevated IOP [1]. A linkage analysis study in a large multi-generation family with POAG has identified mutations in the ASB10 gene located in chromosome 7q36 GLC1F locus [17, 50]. ASB10 is known to be expressed in the TM where its involvement in proteasomal degradation may
IV. Complex disorders and low effect-size risk factors
184
11. Genetics of primary open-angle glaucoma
contribute to AH outflow by keeping the outflow path clear of accumulated proteins [17, 51]. This possible function is supported by studies that have shown that AH outflow is reduced by 50% when ASB10 is knocked down [17]. However, it still needs to be replicated in other POAG datasets. POAG was first linked to the chromosome 2p16 GLC1H locus containing the EFEMP1 gene in a linkage study of an African American family with autosomal dominant inheritance of POAG [1, 21]. Mutations in EFEMP1 may lead to protein aggregation [21]. In this way, expression of this mutated protein in the ciliary body, TM, and cornea may impact the AH and its outflow [1, 52]. The involvement of this gene in POAG pathogenesis is further supported by the fact that POAG-associated cytokine TGF-β2 can modulate EFEMP1 expression in the TM [52]. However, because the protein is also expressed in the retina and has been linked to other retinal problems (i.e., Malattia Leventinese, Doyne honeycomb retinal dystrophy, and decreased optic nerve disc area), its association with POAG may be due to its function in the retina which is largely unknown [1, 53–57]. The increased expression of EFEMP1 in response to optic nerve crush injury further supports a retinal role of EFEMP1 in POAG pathology [58]. Interleukin 20 receptor subunit β Another candidate gene identified through linkage analysis in a large POAG family is interleukin 20 receptor subunit β (IL20RB), a gene within the chromosomal 3q21 GLC1C locus [59]. This study linked POAG incidence to a specific T104M mutation occurring in an interleukin-binding domain which allows interleukins 19, 20, and 24 to bind and regulate IL-20 [60]. IL-20 regulation has been demonstrated in TM cell culture [1]. The retinal expression of one of these regulatory cytokines, IL-24, has been shown to increase upon optic nerve damage [61]. However, the mutation in the interleukin-binding domain was not present in all the affected subjects in the family of interest, meaning there are phenocopies without the same mutation. Additional research is necessary to further validate the role of IL20RB in the pathogenesis of POAG. Optineurin and TANK-binding kinase 1 Linkage analyses have identified mutations in the optineurin (OPTN) gene and the TANKbinding kinase 1 (TBK1) gene to contribute to POAG pathogenesis, especially NTG. Since OPTN and TBK1 participate in similar pathways and interact with each other, it is thought that mutations in these two genes may cause POAG through a shared mechanism [62–64]. Interestingly, mutations of these two genes have also been identified to cause amyotrophic lateral sclerosis (ALS), further suggesting their important role in neuronal function [65–69]. Positioned in the chromosome 10p13 GLC1E locus, specific mutations of OPTN cause NTG [1]. Some of the normal functions of OPTN include regulation of apoptosis, autophagy, pathogen defense, protein trafficking, cell division, and TNFα-induced inflammation [63, 64, 70–79]. The POAG-causal mutation in this gene is the E50K mutation that results in severe, early-onset POAG [80]. A transgenic mouse has been developed to model the effects of this mutation in NTG pathogenesis and has evidenced RGC loss and decreased acuity [81]. Located on chromosome 12q14 in the GLC1P locus, TBK1 codes for TBK1 that shares many of the same functions as OPTN [1]. This serine/threonine kinase has been shown to regulate inflammation, mitophagy, and autophagy. The most prominent mutation in TBK1 for POAG
IV. Complex disorders and low effect-size risk factors
POAG genetics
185
is a duplication of the gene [35, 36, 82–86]. Genomic duplications of TBK1 have been shown to induce abnormal autophagy in several cell-based studies including a study using NTG patient iPSC-derived RGCs [35, 76, 87–90]. A TBK1 mouse model for NTG has been developed based on this duplication to further study its role in glaucoma pathogenesis [91]. In summary, OPTN and TBK1 are both related to inflammation and autophagy. Although abnormal autophagy has been observed in POAG RGCs, it remains unclear how faulty autophagy contributes to retinal damage and glaucoma progression. The animal models based on glaucoma-specific mutations in these genes will help elucidate the mechanism behind this pathogenesis. WD repeat domain 36 WDR36, located at chromosome 5q22 locus GLC1G, is another POAG candidate gene identified through linkage analysis [1]. This gene codes for the nucleolar protein WD repeat domain 36, which plays a role in the formation of 18S rRNA [1]. WDR36 variants have been associated with decreased levels of mature 18S rRNA [92, 93]. The effects on 18S rRNA in turn result in stress and apoptotic response [92, 93]. While these cellular events have been demonstrated in zebrafish and human TM cells, the actual effects on eye health remain controversial [92, 93]. While some studies have shown abnormalities in ocular development and damage to RGC axons in response to WDR36 mutations, other studies have not shown these changes [92–94]. In all cases, however, there seems to be no effect on IOP [93, 94]. The inconsistent genetic findings in POAG patients and functional studies have raised many questions regarding the actual role of WDR36 mutations in POAG pathogenesis [93, 95–107]. Neurotrophin 4 Another POAG candidate gene, neurotrophin 4 (NTF4), was not actually identified via linkage analysis, but rather was found as a candidate gene in a POAG case-control dataset [31]. Seven coding variants were identified in the GLC10 locus containing this gene on chromosome 19q13.33 [31]. Other than a proposed effect on tyrosine kinase receptor B activity, the contribution of NTF4 variants to POAG remains unclear and has been refuted by several other groups [31, 32, 108–110].
Genome-wide association studies GWAS identify genetic variants that are associated with a specific trait/phenotype/ disorder. GWAS use high-throughput genome-wide DNA genotyping of large sample sets to identify common genetic variants [i.e., single nucleotide polymorphisms (SNPs) with minor allele frequency 0.05] that correlate with the phenotype of interest [1]. Case-controlbased GWAS have successfully identified approximately 40 SNPs associated with POAG (Table 2). Most of these POAG-associated variants have been replicated in at least two or more independent studies. Until recently, one limitation of GWAS was that the majority of these studies were conducted in European and Asian populations. POAG, however, shows a higher prevalence in populations with African/Hispanic ancestry and therefore the SNPs identified in European and Asian populations may not be representative of African/Hispanic POAG cases [1]. Recent and ongoing studies on multiethnic populations have confirmed many of
IV. Complex disorders and low effect-size risk factors
186
11. Genetics of primary open-angle glaucoma
TABLE 2 Genomic regions associated with POAG as determined by genome-wide association studies (GWAS). Gene closest to SNP
Open-angle glaucoma phenotype
Ethnicity
References
PLXDC2
POAG
Japanese
[116]
TMTC2
POAG
Japanese
[116]
ZP4
POAG
Japanese
[116]
SRBD1
NTG
Japanese
[117]
ELOVL5
NTG
Japanese
[117]
CAV1/ CAV2
POAG
Icelandic, Multiethnic, African Ancestry
[118–120]
TMCO1
Advanced POAG, POAG, HTG
Australian, Multiethnic, European American, African Ancestry
[119–122]
CDKN2B-AS1
Advanced POAG, POAG, NTG
Australian, European American, Multiethnic, African Ancestry
[119, 121–124]
SIX1/SIX6
POAG, HTG
European American, African Ancestry, Multiethnic
[114, 119, 122, 125]
LRP12/ZFPM2
NTG
European American
[122, 125]
ABCA1
Advanced POAG, POAG, HTG, NTG
European Ancestry, Multiethnic, Chinese, African Ancestry
[119, 120, 126, 127]
GMDS
Advanced POAG, POAG
European Ancestry, African Ancestry
[119, 126]
AFAP1
Advanced POAG, POAG
European Ancestry, African Ancestry, Multiethnic
[114, 119, 126]
GAS7
POAG, Advanced POAG
Multiethnic, African Ancestry
[115, 119, 120]
PMM2
POAG, HTG, NTG, Advanced, POAG
Chinese, African Ancestry
[115, 119, 127]
ARHGEF12
POAG, HTG
European Ancestry, African Ancestry
[119, 128]
CDC7-TGFBR3
POAG
Multiethnic, African Ancestry
[119, 124]
TXNRD2
POAG
European American, African Ancestry, Multiethnic
[114, 119, 122]
ATXN2
POAG
European American, African Ancestry
[119, 122]
FOXC1
NTG, HTG, POAG
European American, African Ancestry
[119, 122]
C120RF23
NTG
European American
[122]
IKZF2
POAG
Multiethnic
[114]
PDE7B
POAG
Multiethnic
[114]
ANKH
POAG
Multiethnic
[114]
DGKG
POAG
Multiethnic
[114]
IV. Complex disorders and low effect-size risk factors
187
POAG genetics
TABLE 2 Genomic regions associated with POAG as determined by genome-wide association studies (GWAS).—cont’d Gene closest to SNP
Open-angle glaucoma phenotype
Ethnicity
References
PLCE1
POAG
Multiethnic
[114]
THSD7A
POAG
Multiethnic
[114]
FMNL2
POAG
Multiethnic
[114]
TMTC2
POAG
Multiethnic
[114]
CDKN1A
POAG
Multiethnic
[114]
TCF12
POAG
Multiethnic
[114]
EXOC2
POAG
Multiethnic
[114]
LMX1B
POAG
Multiethnic
[114]
ANGPT1
POAG
Multiethnic
[114]
ELN
POAG
Multiethnic
[114]
CADM2
POAG
Multiethnic
[114]
TMEM136
POAG
Multiethnic
[114]
DST
POAG
African Ancestry
[119]
MNS1
POAG
African Ancestry
[119]
EXOC4
POAG
African Ancestry
[119]
ENO4
Advanced POAG
African American
[115]
TGFBR3
POAG
African American
[115]
MYOC
POAG
African American
[115]
CYP1B1
POAG
African American
[115]
FNDC3B
POAG
African American
[115]
ABO
POAG
African American
[115]
the SNPs found in European and Asian populations as well as some novel variants [111–115]. Some of the most significant genetic variants identified by GWAS are discussed below. Caveolins 1 and 2 Several genome-wide analyses have identified variants located on chromosome 7q31 in between the caveolin genes CAV1 and CAV2 as being associated with POAG [118–120, 129–134]. The caveolins are expressed throughout ocular tissue where they function in a variety of pathways including transport, proliferation, endocytosis, and cell signaling [135–139]. The identified genetic variants are more significantly associated with females [131, 134].
IV. Complex disorders and low effect-size risk factors
188
11. Genetics of primary open-angle glaucoma
These CAV1/2 variants may contribute to POAG pathogenesis by regulating AH outflow and thereby affecting IOP [1]. Studies have shown that CAV1 and CAV2 evidence differential expression in primary human Schlemm’s canal (SC) endothelial cells of POAG compared to control SC cells [140, 141]. In addition, TM cells also evidence CAV1 and CAV2 expression [137]. Dexamethasone has been shown to increase CAV1 expression in TM cells while POAG-associated TGF-β2 has been shown to reduce its expression [137]. Furthermore, knocking down these genes is known to result in impaired AH outflow and subsequent elevated IOPs in mouse models [12, 135, 142, 143]. Transmembrane and coiled-coil domain 1 Sequence variants in the transmembrane and coiled-coil domain 1 (TMCO1) gene have been associated with POAG, HTG, advanced POAG, and IOP [119–122, 132, 144–148]. The risk for developing POAG has been shown to be 12% higher in non-Hispanic whites having one of these TMCO1 variants [147]. Furthermore, several TMCO1 variants have been associated with earlier onset of POAG [149]. There has been some controversy, however, over whether TMCO1 variants are associated with POAG in populations with African ancestry. Several recent large-scale studies have replicated the association of TMCO1 variants with POAG in African and multiethnic populations [119, 120, 150]. TMCO1 codes for the ER TMCO1 protein which functions as a calcium channel that opens in response to changes in ER calcium levels [151, 152]. Although the role of TMCO1 in POAG pathogenesis and IOP regulation remains unclear, its strong expression in the TM suggests that its association with IOP fluctuation may be due to its effects on AH outflow [149]. CDKN2B antisense RNA 1 Sequence variants in the CDKN2B antisense RNA 1 (CDKN2B-AS1) gene have been highly associated with POAG and vertical CDR [119, 121–125, 144, 153–161]. These variants are more strongly associated with POAG in females and NTG populations [122, 125, 144, 162–165]. Similarly to TMCO1, the association between CDKN2B-AS1 variants and POAG in populations with African ancestry has been replicated recently in African and multiethnic populations [119, 120, 150]. CDKN2B-AS1 is located on chromosome 9p21 as a long noncoding RNA (lncRNA) [1]. The retina, optic nerve, and ciliary body all express this antisense lncRNA which negatively regulates local genes through its association with polycomb repressive complexes 1 and 2 (PRC1/PRC2) [1, 121]. The CDKN2B protein is also expressed in the retina, the cornea, and TM [166]. Studies have shown that deletion of both alleles for the CDKN2B-AS1 homologous region in mice results in increased IOP and RGC damage after 1 year, while the deletion of only one allele shows no effect [167, 168]. However, it is noted that CDKN2B-AS1 in the human genome does not have an equivalent lncRNA in the mouse genome. SIX homeobox 6 Variants located on chromosome 14q23 in the SIX1-SIX6 locus have been associated with POAG and vertical CDR [114, 119, 122, 125, 144, 154, 158–160, 169–171]. Further genetic mapping has narrowed the association to the SIX6 gene. The SIX6 gene encodes for the SIX homeobox 6 protein involved in ocular development. This protein is expressed throughout developing eyes and mutations within its sequence can result in developmental defects such
IV. Complex disorders and low effect-size risk factors
POAG genetics
189
as those seen in anopthalmia [172–174]. The variants most strongly associated with POAG and changes in vertical CDR are rs33912345 (H141N) and rs146737847 (Q129K) [1, 175, 176]. The H141N variant associated with POAG has been associated with a decreased retinal nerve fiber layer (RNFL) thickness [175, 177, 178]. RNFL thickness is even further decreased for individuals homozygous for the risk allele [177, 178]. In addition to decreased RNFL thickness, the H141N variant has also been associated with RGC senescence [179]. Furthermore, this SIX6 variant has been shown to upregulate the previously discussed POAG-associated lncRNA CDKN2B-AS1 [1]. Despite its strong association with POAG, the N141 variant has been difficult to study because it is the only allele present in animal models and also the only allele present in certain human populations (i.e., West and South African populations) [1, 156, 180]. The monomorphic nature of this SIX6 allele may in part explain the high prevalence of POAG in populations of African ancestry. ATP-binding cassette subfamily A member 1 Several studies have shown association of ATP-binding cassette subfamily A member 1 (ABCA1) with POAG and its subtypes (i.e., NTG, HTG, and advanced POAG) [119, 120, 126, 127]. This gene encodes a membrane-bound cholesterol transporter that is expressed throughout the eye including RGCs [126, 181, 182]. It has been suggested that ABCA1 variants might contribute to retinal inflammation and loss of RGCs [1]. GDP-mannose 4,6-dehydratase and forkhead box C1 GDP-mannose 4,6-dehydratase (GMDS) and forkhead box C1 (FOXC1) are two neighboring genes on chromosome 6 [1]. Variants within the GMDS/FOXC1 region have been associated with POAG in populations with European ancestry and African ancestry [119, 122, 126]. While variants in the GMDS gene show significant association with both early and advanced stages of POAG, variants in the FOXC1 gene have been associated with both NTG and HTG. Interestingly, mutations in the FOXC1 gene may lead to anterior segment developmental defects and glaucoma [40, 119, 122, 126, 183–185]. Despite their genomic proximity, variants in these two genes appear to contribute to POAG independently [122]. Actin filament-associated protein 1 Actin filament associated protein 1 (AFAP1) gene encodes actin filament-associated protein 1. Several GWAS have shown that variants in the AFAP1 gene are associated with POAG, including advanced POAG [114, 119, 126]. Its association has been replicated in multiethnic populations as well as populations with either European or African ancestry. Expressed in both ocular and nonocular tissues, AFAP1 transduces mechanical stretch signals to activate c-Src protein tyrosine kinase [126, 186]. However, it remains unclear how AFAP1 contributes to the pathogenesis of POAG. Thioredoxin reductase 2 Thioredoxin reductase 2 (TXNRD2) is a mitochondrial protein encoded by the TXNRD2 gene on chromosome 22. Variants in the TXNRD2 gene have been associated with POAG in several populations [114, 119, 122, 187]. TXNRD2 is expressed in the retina and optic nerve head and may decrease oxidative stress in POAG by removing reactive oxygen species [122, 188]. Studies have shown that TXNRD2 can serve as a protective agent for RGCs under
IV. Complex disorders and low effect-size risk factors
190
11. Genetics of primary open-angle glaucoma
oxidative stress [189]. It will be necessary to study how TXNRD2 contributes to the increased risk of glaucoma. Ataxin 2 Sequence variants in the Ataxin 2 (ATXN2) gene have been identified to be associated with POAG in populations with European or African ancestry [119, 122]. This chromosome 12 gene is expressed in both anterior (i.e., TM, cornea, and ciliary body) and posterior (i.e., retina and optic nerve) ocular tissues. It functions as an ER and plasma membrane protein involved in mTOR signaling and phagocytosis [122]. In addition to its association with POAG, certain sequence repeat variants in this gene have been identified in human patients with ALS or spinocerebellar ataxia 2, suggesting an overlapping pathogenesis between POAG and neurodegenerative disorders [1, 190].
Endophenotypes Endophenotypes refer to inherited traits that exist in a disease-independent manner although they may be associated with the disease [191]. They usually can be measured quantitatively [1]. Because the traits expressed in POAG can vary widely, endophenotype analysis can identify many genetic variants that contribute to specific POAG traits rather than to POAG as a combined disease status. The most commonly studied POAG endophenotypes are IOP, central corneal thickness (CCT), vertical CDR, and RNFL thickness, which are addressed in the following. Intraocular pressure IOP, the pressure exerted by intraocular fluids on the wall of the eye and measured at the surface of the cornea, is the most prominent risk factor for POAG. As described previously, lowering IOP is the primary target of glaucoma management [1]. Family-based linkage analyses have identified several chromosomal loci (chr5q22, 14q22, and 10q22) that are associated with IOP level [192–194]. Additionally, GWAS have identified many sequence variants associated with IOP, which include variants near or within TMCO1, GAS7, CAV1/CAV2, GLCC11/ ICA1, MVB12B/FAM125B, ARHGEF12, FNDC3B, ABCA1, ABO, ADAMTS8, and chr11p11.2 [1, 57, 120, 144, 146, 195, 196]. Variants in all but ABO and ADAMTS8 genes are also associated with POAG [1]. These identified loci, however, explain only 1.2%–1.5% of heritable IOP variation [120]. Recently, more large-scale GWAS have identified over 120 sequence variants that are associated with IOP, many of which are also associated with POAG [114, 197–199]. It remains unclear how these large number of variants contribute to IOP regulation. As the only glaucoma risk factor able to be treated, IOP and its source of variation warrants more attention. Central cornea thickness Abnormal central cornea thickness (CCT) is another risk factor for POAG that evidences familial inheritance [200–203]. While ocular hypertension may occur in patients with a thicker central cornea, a thinner central cornea has been often associated with risk for POAG in different ethnic populations [204–207]. In addition to being a risk factor for POAG, a thick
IV. Complex disorders and low effect-size risk factors
POAG genetics
191
or thin central cornea can skew tonometer readings resulting in underestimated IOP and undiagnosed or misdiagnosed glaucoma. CCT varies with different ethnicity; for example, individuals with African ancestry are more likely to have a thinner central cornea [208, 209]. Many genomic loci containing sequence variants associated with CCT have been identified through GWAS and include ZNF69-BANP, FOXO1, COL5A1, RXRA-COL5A1, AVFR8, AKAP13, COL8A2, WNT7B, WNT10A-USP37, NR3C2, GPR15, TIPARP, LCN12-PTGDS, CWC27-ADAMTS6, GLT8D2, SMAD3, VKORC1L1, COL4A3, FAM46A-IBTK, LPAR1, ARID5B, TBL1XR1-KCNMB2, ARHGAP20-POU2AF1, C7ORF42, MPDZ-NF1B, FGF9-SGCG, TJP1, LRRK1, CHSY1, HS3ST3B1-PMP22, and FNDC3B [210–217]. Additionally, genes related to collagen organization and myosin activity were found by pathway analysis [214]. Similarly to the IOP loci, these loci explain a very small portion of heritable CCT variation [201–203, 214]. There are many questions about the mechanistic relationship between the disease and this risk factor [214]. In addition to associations with loss of visual field and changes in optic nerve topography, thinner CCT has also been correlated with reduced oxygen supply to the anterior chamber angle region [218–227]. This lowered oxygen level could result in damaging oxidative stress to the anterior chamber angle, leading to reduced AH outflow and increased IOP [1, 228]. The theory that CCT contributes to POAG by affecting IOP might also be supported by the fact that the only locus that correlates with both CCT and POAG (FNDC3B) is also associated with IOP. Vertical CDR Another glaucoma related endophenotype is vertical CDR, a diagnostic measurement used to determine the amount of RGC loss by measuring the amount of optic nerve head cupping [1, 229]. Many chromosomal loci have been associated with variation in vertical CDR and its contributing factors, cup area and optic disk area [1]. Of these loci, CDKN2B-AS1, SIX6, ATOH7, CDC7-TGFBR3, and CDKN1A correlate with both vertical CDR factors and POAG [124, 125, 156, 160, 175, 176, 179, 196]. In addition, two lncRNAs known to contribute to retinal degeneration, NEAT1 and MALAT1, are located between two of the identified loci, FRMD8 and SCYL1 [141, 230–232]. However, their association with POAG has not currently been verified. RNFL thickness Closely related to vertical CDR, RNFL thickness is another POAG indicator. Two loci associated with RNFL thickness, DCLK3 and SIX6, have been identified by linkage analysis [233]. Variants in the SIX6 gene have been associated with both RNFL and POAG [1, 177, 178].
POAG pathways Several studies have examined molecular pathways contributing to POAG pathology including those with POAG-associated genes. Some of these pathways relate to cellular stress response such as ER stress response, autophagy, and mitochondrial function [1]. Others relate to metabolism, including the metabolism of lipids, carbohydrates, gamma-aminobutyric acid (GABA), acetyl-CoA, and estrogen [234–237]. Vascular tone pathways have also been
IV. Complex disorders and low effect-size risk factors
192
11. Genetics of primary open-angle glaucoma
implicated [238]. Furthermore, identified POAG genes may be involved in multiple pathways or may interact with other POAG genes [101]. Studies have shown that MYOC and CYP1B1, OPTN and TBK1, and SIX6 and CDKN23 interact with one another [62, 63, 76, 77, 86, 179, 239–242]. In addition, several SNPs also evidence interactions: ANF385B and ELMO1, ALX4 and RBFOX1, OPCML and RYR3, ROBO1 and HTR2A, and CTNND2 and NRG3 [243]. All of these relationships between the many genes associated with POAG confer added complexity to this already complex ocular disease.
Conclusion In conclusion, POAG is a complex inherited optic neuropathy leading to irreversible blindness. Although age and high IOP are considered risks for the disease, POAG can also occur at all ages and in individuals with relatively normal or low IOP. Even though POAG develops in individuals from all ethnic populations, certain ethnic populations have a higher propensity for POAG. A multitude of genetic studies have been conducted to identify contributing genetic elements to the disease. These studies have identified many genes and genomic loci associated with POAG, as well as those associated with POAG subtypes and endophenotypes in different populations. Despite this great progress, there is still much to be learned about this complex ocular disease. Improved genetic tools, better animal models, and increased access to human glaucomatous samples will hopefully aid in our understanding of the genetic contributions to POAG.
References [1] Y. Liu, R.R. Allingham, Major review: molecular genetics of primary open-angle glaucoma, Exp. Eye Res. 160 (2017) 62–84. [2] H.A. Quigley, A.T. Broman, The number of people with glaucoma worldwide in 2010 and 2020, Br. J. Ophthalmol. 90 (3) (2006) 262–267. [3] Y.C. Tham, et al., Global prevalence of glaucoma and projections of glaucoma burden through 2040: a systematic review and meta-analysis, Ophthalmology 121 (11) (2014) 2081–2090. [4] V.C. Sheffield, et al., Genetic linkage of familial open angle glaucoma to chromosome 1q21-q31, Nat. Genet. 4 (1) (1993) 47–50. [5] E.M. Stone, et al., Identification of a gene that causes primary open angle glaucoma, Science 275 (5300) (1997) 668–670. [6] D. Stoilova, et al., Localization of a locus (GLC1B) for adult-onset primary open angle glaucoma to the 2cen-q13 region, Genomics 36 (1) (1996) 142–150. [7] J.C. Charlesworth, et al., Confirmation of the adult-onset primary open angle glaucoma locus GLC1B at 2cenq13 in an Australian family, Ophthalmologica 220 (1) (2006) 23–30. [8] M. Akiyama, et al., Microsatellite analysis of the GLC1B locus on chromosome 2 points to NCK2 as a new candidate gene for normal tension glaucoma, Br. J. Ophthalmol. 92 (9) (2008) 1293–1296. [9] M.K. Wirtz, et al., Mapping a gene for adult-onset primary open-angle glaucoma to chromosome 3q, Am. J. Hum. Genet. 60 (2) (1997) 296–304. [10] G. Kitsos, et al., Genetic linkage of autosomal dominant primary open angle glaucoma to chromosome 3q in a Greek pedigree, Eur. J. Hum. Genet. 9 (6) (2001) 452–457. [11] S.P. Gartaganis, et al., Changes in HNK-1 epitope and collagen type IX in the aqueous humour of patients with pseudoexfoliation syndrome, Curr. Eye Res. 28 (1) (2004) 5–10. [12] M. Aga, et al., Differential effects of caveolin-1 and -2 knockdown on aqueous outflow and altered extracellular matrix turnover in caveolin-silenced trabecular meshwork cells, Invest. Ophthalmol. Vis. Sci. 55 (9) (2014) 5497–5509.
IV. Complex disorders and low effect-size risk factors
References
193
[13] O.C. Trifan, et al., A third locus (GLC1D) for adult-onset primary open-angle glaucoma maps to the 8q23 region, Am J. Ophthalmol. 126 (1) (1998) 17–28. [14] M. Sarfarazi, et al., Localization of the fourth locus (GLC1E) for adult-onset primary open-angle glaucoma to the 10p15-p14 region, Am. J. Hum. Genet. 62 (3) (1998) 641–652. [15] T. Rezaie, et al., Adult-onset primary open-angle glaucoma caused by mutations in optineurin, Science 295 (5557) (2002) 1077–1079. [16] M.K. Wirtz, et al., GLC1F, a new primary open-angle glaucoma locus, maps to 7q35-q36, Arch. Ophthalmol. 117 (2) (1999) 237–241. [17] F. Pasutto, et al., Variants in ASB10 are associated with open-angle glaucoma, Hum. Mol. Genet. 21 (6) (2012) 1336–1349. [18] S. Monemi, et al., Identification of a novel adult-onset primary open-angle glaucoma (POAG) gene on 5q22.1, Hum. Mol. Genet. 14 (6) (2005) 725–733. [19] S.P. Suriyapperuma, et al., A new locus (GLC1H) for adult-onset primary open-angle glaucoma maps to the 2p15-p16 region, Arch. Ophthalmol. 125 (1) (2007) 86–92. [20] Y. Lin, et al., A genome-wide scan maps a novel autosomal dominant juvenile-onset open-angle glaucoma locus to 2p15-16, Mol. Vis. 14 (2008) 739–744. [21] D.S. Mackay, T.M. Bennett, A. Shiels, Exome sequencing identifies a missense variant in EFEMP1 co-segregating in a family with autosomal dominant primary open-angle glaucoma, PLoS ONE 10 (7) (2015) e0132529. [22] J.L. Wiggs, et al., Genome-wide scan for adult onset primary open angle glaucoma, Hum. Mol. Genet. 9 (7) (2000) 1109–1117. [23] R.R. Allingham, et al., Early adult-onset POAG linked to 15q11-13 using ordered subset analysis, Invest. Ophthalmol. Vis. Sci. 46 (6) (2005) 2002–2005. [24] A. Woodroffe, et al., Ordered subset analysis supports a glaucoma locus at GLC1I on chromosome 15 in families with earlier adult age at diagnosis, Exp. Eye Res. 82 (6) (2006) 1068–1074. [25] K.R. Crooks, et al., Genome-wide linkage scan for primary open angle glaucoma: influences of ancestry and age at diagnosis, PLoS ONE 6 (7) (2011) e21967. [26] J.L. Wiggs, et al., A genomewide scan identifies novel early-onset primary open-angle glaucoma loci on 9q22 and 20p12, Am. J. Hum. Genet. 74 (6) (2004) 1314–1320. [27] P.N. Baird, et al., Evidence for a novel glaucoma locus at chromosome 3p21-22, Hum. Genet. 117 (2-3) (2005) 249–257. [28] C.P. Pang, et al., A genome-wide scan maps a novel juvenile-onset primary open angle glaucoma locus to chromosome 5q, Mol. Vis. 12 (2006) 85–92. [29] B.J. Fan, et al., Fine mapping of new glaucoma locus GLC1M and exclusion of neuregulin 2 as the causative gene, Mol. Vis. 13 (2007) 779–784. [30] D.Y. Wang, et al., A genome-wide scan maps a novel juvenile-onset primary open-angle glaucoma locus to 15q, Invest. Ophthalmol. Vis. Sci. 47 (12) (2006) 5315–5321. [31] F. Pasutto, et al., Heterozygous NTF4 mutations impairing neurotrophin-4 signaling in patients with primary open-angle glaucoma, Am. J. Hum. Genet. 85 (4) (2009) 447–456. [32] Y. Liu, et al., No evidence of association of heterozygous NTF4 mutations in patients with primary open-angle glaucoma, Am. J. Hum. Genet. 86 (3) (2010) 498–499. [33] E.N. Vithana, et al., Identification of a novel mutation in the NTF4 gene that causes primary open-angle glaucoma in a Chinese population, Mol. Vis. 16 (2010) 1640–1645. [34] S.R. Bennett, W.L. Alward, R. Folberg, An autosomal dominant form of low-tension glaucoma, Am J. Ophthalmol. 108 (3) (1989) 238–244. [35] J.H. Fingert, et al., Copy number variations on chromosome 12q14 in patients with normal tension glaucoma, Hum. Mol. Genet. 20 (12) (2011) 2482–2494. [36] R. Ritch, et al., TBK1 gene duplication and normal-tension glaucoma, JAMA Ophthalmol. 132 (5) (2014) 544–548. [37] A.W. Hewitt, D.A. Mackey, J.E. Craig, Myocilin allele-specific glaucoma phenotype database, Hum. Mutat. 29 (2) (2008) 207–211. [38] J.H. Fingert, et al., Characterization and comparison of the human and mouse GLC1A glaucoma genes, Genome Res. 8 (4) (1998) 377–384. [39] J.H. Fingert, et al., Analysis of myocilin mutations in 1703 glaucoma patients from five different populations, Hum. Mol. Genet. 8 (5) (1999) 899–905.
IV. Complex disorders and low effect-size risk factors
194
11. Genetics of primary open-angle glaucoma
[40] D.B. Gould, et al., Genetically increasing Myoc expression supports a necessary pathologic role of abnormal proteins in glaucoma, Mol. Cell. Biol. 24 (20) (2004) 9019–9025. [41] B.S. Kim, et al., Targeted disruption of the myocilin gene (Myoc) suggests that human glaucoma-causing mutations are gain of function, Mol. Cell. Biol. 21 (22) (2001) 7707–7713. [42] Y.H. Kwon, et al., Primary open-angle glaucoma, N. Engl. J. Med. 360 (11) (2009) 1113–1124. [43] Z.T. Resch, M.P. Fautsch, Glaucoma-associated myocilin: a better understanding but much more to learn, Exp. Eye Res. 88 (4) (2009) 704–712. [44] E.R. Tamm, Myocilin and glaucoma: facts and ideas, Prog. Retin. Eye Res. 21 (4) (2002) 395–428. [45] M. Zillig, et al., Overexpression and properties of wild-type and Tyr437His mutated myocilin in the eyes of transgenic mice, Invest. Ophthalmol. Vis. Sci. 46 (1) (2005) 223–234. [46] T.H. Chou, S. Tomarev, V. Porciatti, Transgenic mice expressing mutated Tyr437His human myocilin develop progressive loss of retinal ganglion cell electrical responsiveness and axonopathy with normal IOP, Invest. Ophthalmol. Vis. Sci. 55 (9) (2014) 5602–5609. [47] N. Jacobson, et al., Non-secretion of mutant proteins of the glaucoma gene myocilin in cultured trabecular meshwork cells and in aqueous humor, Hum. Mol. Genet. 10 (2) (2001) 117–125. [48] Z.T. Resch, et al., Aqueous humor rapidly stimulates myocilin secretion from human trabecular meshwork cells, Exp. Eye Res. 91 (6) (2010) 901–908. [49] Y. Zhou, O. Grinchuk, S.I. Tomarev, Transgenic mice expressing the Tyr437His mutant of human myocilin protein develop glaucoma, Invest. Ophthalmol. Vis. Sci. 49 (5) (2008) 1932–1939. [50] K. Murakami, et al., Analysis of microsatellite polymorphisms within the GLC1F locus in Japanese patients with normal tension glaucoma, Mol. Vis. 16 (2010) 462–466. [51] K.E. Keller, et al., Ankyrin repeat and suppressor of cytokine signaling box containing protein-10 is associated with ubiquitin-mediated degradation pathways in trabecular meshwork cells, Mol. Vis. 19 (2013) 1639–1655. [52] R. Fuchshofer, et al., Gene expression profiling of TGFbeta2- and/or BMP7-treated trabecular meshwork cells: Identification of Smad7 as a critical inhibitor of TGF-beta2 signaling, Exp. Eye Res. 88 (6) (2009) 1020–1032. [53] J.D. Hulleman, Malattia Leventinese/Doyne honeycomb retinal dystrophy: similarities to age-related macular degeneration and potential therapies, Adv. Exp. Med. Biol. 854 (2016) 153–158. [54] L. Marmorstein, Association of EFEMP1 with Malattia Leventinese and age-related macular degeneration: a mini-review, Ophthalmic Genet. 25 (3) (2004) 219–226. [55] E.M. Stone, et al., A single EFEMP1 mutation associated with both Malattia Leventinese and Doyne honeycomb retinal dystrophy, Nat. Genet. 22 (2) (1999) 199–202. [56] T. Takeuchi, et al., A novel haplotype with the R345W mutation in the EFEMP1 gene associated with autosomal dominant drusen in a Japanese family, Invest. Ophthalmol. Vis. Sci. 51 (3) (2010) 1643–1650. [57] H. Springelkamp, et al., Meta-analysis of genome-wide association studies identifies novel loci associated with optic disc morphology, Genet. Epidemiol. 39 (3) (2015) 207–216. [58] J.P. Templeton, et al., Innate immune network in the retina activated by optic nerve crush, Invest. Ophthalmol. Vis. Sci. 54 (4) (2013) 2599–2606. [59] K.E. Keller, et al., Interleukin-20 receptor expression in the trabecular meshwork and its implication in glaucoma, J. Ocul. Pharmacol. Ther. 30 (2-3) (2014) 267–276. [60] M.K. Wirtz, K.E. Keller, The role of the IL-20 subfamily in glaucoma, Mediat. Inflamm. 2016 (2016) 4083735. [61] G.R. Howell, et al., Datgan, a reusable software system for facile interrogation and visualization of complex transcription profiling data, BMC Genomics 12 (1) (2011) 429. [62] Y. Minegishi, et al., Enhanced optineurin E50K-TBK1 interaction evokes protein insolubility and initiates familial primary open-angle glaucoma, Hum. Mol. Genet. 22 (17) (2013) 3559–3567. [63] S. Morton, et al., Enhanced binding of TBK1 by an optineurin mutant that causes a familial form of primary open angle glaucoma, FEBS Lett. 582 (6) (2008) 997–1002. [64] J.M. Heo, et al., The PINK1-PARKIN mitochondrial ubiquitylation pathway drives a program of OPTN/NDP52 recruitment and TBK1 activation to promote mitophagy, Mol. Cell 60 (1) (2015) 7–20. [65] C. Bettencourt, H. Houlden, Exome sequencing uncovers hidden pathways in familial and sporadic ALS, Nat. Neurosci. 18 (5) (2015) 611–613. [66] E.T. Cirulli, et al., Exome sequencing in amyotrophic lateral sclerosis identifies risk genes and pathways, Science 347 (6229) (2015) 1436–1441.
IV. Complex disorders and low effect-size risk factors
References
195
[67] A. Freischmidt, et al., Haploinsufficiency of TBK1 causes familial ALS and fronto-temporal dementia, Nat. Neurosci. 18 (5) (2015) 631–636. [68] I. Gijselinck, et al., Loss of TBK1 is a frequent cause of frontotemporal dementia in a Belgian cohort, Neurology 85 (24) (2015) 2116–2125. [69] H. Maruyama, et al., Mutations of optineurin in amyotrophic lateral sclerosis, Nature 465 (7295) (2010) 223–226. [70] D. Kachaner, et al., Toward an integrative view of optineurin functions, Cell Cycle 11 (15) (2012) 2808–2818. [71] P. Wild, et al., Phosphorylation of the autophagy receptor optineurin restricts Salmonella growth, Science 333 (6039) (2011) 228–233. [72] D.A. Sahlender, et al., Optineurin links myosin VI to the Golgi complex and is involved in Golgi organization and exocytosis, J. Cell Biol. 169 (2) (2005) 285–295. [73] D.A. Tumbarello, et al., Autophagy receptors link myosin VI to autophagosomes to mediate Tom1-dependent autophagosome maturation and fusion with the lysosome, Nat. Cell Biol. 14 (10) (2012) 1024–1035. [74] G. Zhu, et al., Optineurin negatively regulates TNFalpha-induced NF-kappaB activation by competing with NEMO for ubiquitinated RIP, Curr. Biol. 17 (16) (2007) 1438–1443. [75] M. Lazarou, et al., The ubiquitin kinase PINK1 recruits autophagy receptors to induce mitophagy, Nature 524 (7565) (2015) 309–314. [76] B. Richter, et al., Phosphorylation of OPTN by TBK1 enhances its binding to Ub chains and promotes selective autophagy of damaged mitochondria, Proc. Natl. Acad. Sci. U.S.A. 113 (15) (2016) 4039–4044. [77] W.C. Shen, et al., Mutations in the ubiquitin-binding domain of OPTN/optineurin interfere with autophagymediated degradation of misfolded proteins by a dominant-negative mechanism, Autophagy 11 (4) (2015) 685–700. [78] K. Slowicka, L. Vereecke, G. van Loo, Cellular functions of optineurin in health and disease, Trends Immunol. 37 (9) (2016) 621–633. [79] R. Wang, J.L. Wiggs, Common and rare genetic risk factors for glaucoma, Cold Spring Harb. Perspect. Med. 4 (12) (2014) a017244. [80] T. Aung, et al., Clinical features and course of patients with glaucoma with the E50K mutation in the optineurin gene, Invest. Ophthalmol. Vis. Sci. 46 (8) (2005) 2816–2822. [81] H.C. Tseng, et al., Visual impairment in an optineurin mouse model of primary open-angle glaucoma, Neurobiol. Aging 36 (6) (2015) 2201–2212. [82] M.S. Awadalla, et al., Copy number variations of TBK1 in Australian patients with primary open-angle glaucoma, Am J. Ophthalmol. 159 (1) (2015) 124–130. e1. [83] J.H. Fingert, et al., TBK1 and flanking genes in human retina, Ophthalmic Genet. 35 (1) (2014) 35–40. [84] K. Kawase, et al., Confirmation of TBK1 duplication in normal tension glaucoma, Exp. Eye Res. 96 (1) (2012) 178–180. [85] Y. Liu, et al., DNA copy number variants of known glaucoma genes in relation to primary open-angle glaucoma, Invest. Ophthalmol. Vis. Sci. 55 (12) (2014) 8251–8258. [86] S. Seo, et al., Identification of proteins that interact with TANK binding kinase 1 and testing for mutations associated with glaucoma, Curr. Eye Res. 38 (2) (2013) 310–315. [87] B.A. Tucker, et al., Duplication of TBK1 stimulates autophagy in iPSC-derived retinal cells from a patient with normal tension glaucoma, J. Stem Cell Res. Ther. 3 (5) (2014) 161. [88] G. Matsumoto, et al., TBK1 controls autophagosomal engulfment of polyubiquitinated mitochondria through p62/SQSTM1 phosphorylation, Hum. Mol. Genet. 24 (15) (2015) 4429–4442. [89] A.S. Moore, E.L. Holzbaur, Dynamic recruitment and activation of ALS-associated TBK1 with its target optineurin are required for efficient mitophagy, Proc. Natl. Acad. Sci. U.S.A. 113 (24) (2016) E3349–E3358. [90] M. Pilli, et al., TBK-1 promotes autophagy-mediated antimicrobial defense by controlling autophagosome maturation, Immunity 37 (2) (2012) 223–234. [91] J.H. Fingert, et al., Transgenic TBK1 mice have features of normal tension glaucoma, Hum. Mol. Genet. 26 (1) (2017) 124–132. [92] J.M. Skarie, B.A. Link, The primary open-angle glaucoma gene WDR36 functions in ribosomal RNA processing and interacts with the p53 stress-response pathway, Hum. Mol. Genet. 17 (16) (2008) 2474–2485. [93] M. Gallenberger, et al., Lack of WDR36 leads to preimplantation embryonic lethality in mice and delays the formation of small subunit ribosomal RNA in human cells in vitro, Hum. Mol. Genet. 20 (3) (2011) 422–435.
IV. Complex disorders and low effect-size risk factors
196
11. Genetics of primary open-angle glaucoma
[94] Z.L. Chi, et al., Mutant WDR36 directly affects axon growth of retinal ganglion cells leading to progressive retinal degeneration in mice, Hum. Mol. Genet. 19 (19) (2010) 3806–3815. [95] C. Blanco-Marchite, et al., WDR36 and P53 gene variants and susceptibility to primary open-angle glaucoma: analysis of gene-gene interactions, Invest. Ophthalmol. Vis. Sci. 52 (11) (2011) 8467–8478. [96] B.J. Fan, et al., Different WDR36 mutation pattern in Chinese patients with primary open-angle glaucoma, Mol. Vis. 15 (2009) 646–653. [97] J.H. Fingert, et al., No association between variations in the WDR36 gene and primary open-angle glaucoma, Arch. Ophthalmol. 125 (3) (2007) 434–436. [98] P. Frezzotti, et al., Association between primary open-angle glaucoma (POAG) and WDR36 sequence variance in Italian families affected by POAG, Br. J. Ophthalmol. 95 (5) (2011) 624–626. [99] M.A. Hauser, et al., Distribution of WDR36 DNA sequence variants in patients with primary open-angle glaucoma, Invest. Ophthalmol. Vis. Sci. 47 (6) (2006) 2542–2546. [100] A.W. Hewitt, et al., A glaucoma case-control study of the WDR36 gene D658G sequence variant, Am J. Ophthalmol. 142 (2) (2006) 324–325. [101] S.F. Janssen, et al., The vast complexity of primary open angle glaucoma: disease genes, risks, molecular mechanisms and pathobiology, Prog. Retin. Eye Res. 37 (2013) 31–67. [102] P.L. Kramer, et al., The role of the WDR36 gene on chromosome 5q22.1 in a large family with primary openangle glaucoma mapped to this region, Arch. Ophthalmol. 124 (9) (2006) 1328–1331. [103] A. Miyazawa, et al., Association between primary open-angle glaucoma and WDR36 DNA sequence variants in Japanese, Mol. Vis. 13 (2007) 1912–1919. [104] S. Mookherjee, et al., WDR36 variants in East Indian primary open-angle glaucoma patients, Mol. Vis. 17 (2011) 2618–2627. [105] F. Pasutto, et al., Profiling of WDR36 missense variants in German patients with glaucoma, Invest. Ophthalmol. Vis. Sci. 49 (1) (2008) 270–274. [106] W.D. Ramdas, et al., Clinical implications of old and new genes for open-angle glaucoma, Ophthalmology 118 (12) (2011) 2389–2397. [107] N. Weisschuh, et al., Variations in the WDR36 gene in German patients with normal tension glaucoma, Mol. Vis. 13 (2007) 724–729. [108] L.J. Chen, et al., Evaluation of NTF4 as a causative gene for primary open-angle glaucoma, Mol. Vis. 18 (2012) 1763–1772. [109] X. Huang, et al., Mutation analysis of seven known glaucoma-associated genes in Chinese patients with glaucoma, Invest. Ophthalmol. Vis. Sci. 55 (6) (2014) 3594–3602. [110] K.N. Rao, et al., Variations in NTF4, VAV2, and VAV3 genes are not involved with primary open-angle and primary angle-closure glaucomas in an indian population, Invest. Ophthalmol. Vis. Sci. 51 (10) (2010) 4937–4941. [111] T.J. Hoffmann, et al., Genome-wide association and admixture analysis of glaucoma in the Women’s Health Initiative, Hum. Mol. Genet. 23 (24) (2014) 6634–6643. [112] E.S. Charlson, et al., The primary open-angle African American glaucoma genetics study: baseline demographics, Ophthalmology 122 (4) (2015) 711–720. [113] H.V. Gudiseva, et al., Saliva DNA quality and genotyping efficiency in a predominantly elderly population, BMC Med. Genomics 9 (1) (2016) 17. [114] H. Choquet, et al., A multiethnic genome-wide association study of primary open-angle glaucoma identifies novel risk loci, Nat. Commun. 9 (1) (2018) 2278. [115] K.D. Taylor, et al., Genetic architecture of primary open-angle glaucoma in individuals of African descent: the African descent and glaucoma evaluation study III, Ophthalmology 126 (1) (2019) 38–48. [116] M. Nakano, et al., Three susceptible loci associated with primary open-angle glaucoma identified by genomewide association study in a Japanese population, Proc. Natl. Acad. Sci. U.S.A. 106 (31) (2009) 12838–12842. [117] Writing Committee for the Normal Tension Glaucoma Genetic Study Group of Japan Glaucoma Society, et al., Genome-wide association study of normal tension glaucoma: common variants in SRBD1 and ELOVL5 contribute to disease susceptibility, Ophthalmology 117 (7) (2010) 1331–1338. e5. [118] G. Thorleifsson, et al., Common variants near CAV1 and CAV2 are associated with primary open-angle glaucoma, Nat. Genet. 42 (10) (2010) 906–909.
IV. Complex disorders and low effect-size risk factors
References
197
[119] P.W. Bonnemaijer, et al., Genome-wide association study of primary open-angle glaucoma in continental and admixed African populations, Hum. Genet. 137 (10) (2018) 847–862. [120] P.G. Hysi, et al., Genome-wide analysis of multi-ancestry cohorts identifies new loci influencing intraocular pressure and susceptibility to glaucoma, Nat. Genet. 46 (10) (2014) 1126–1130. [121] K.P. Burdon, et al., Genome-wide association study identifies susceptibility loci for open angle glaucoma at TMCO1 and CDKN2B-AS1, Nat. Genet. 43 (6) (2011) 574–578. [122] J.N. Bailey, et al., Genome-wide association analysis identifies TXNRD2, ATXN2 and FOXC1 as susceptibility loci for primary open-angle glaucoma, Nat. Genet. 48 (2) (2016) 189–194. [123] J.L. Wiggs, et al., The NEIGHBOR consortium primary open-angle glaucoma genome-wide association study: rationale, study design, and clinical variables, J. Glaucoma 22 (7) (2013) 517–525. [124] H. Luo, et al., Evaluation of the association between common genetic variants near the ABCA1 gene and primary angle closure glaucoma in a Han Chinese population, Invest. Ophthalmol. Vis. Sci. 56 (11) (2015) 6248–6254. [125] J.L. Wiggs, et al., Common variants at 9p21 and 8q22 are associated with increased susceptibility to optic nerve degeneration in glaucoma, PLoS Genet. 8 (4) (2012) e1002654. [126] P. Gharahkhani, et al., Common variants near ABCA1, AFAP1 and GMDS confer risk of primary open-angle glaucoma, Nat. Genet. 46 (10) (2014) 1120–1125. [127] Y. Chen, et al., Common variants near ABCA1 and in PMM2 are associated with primary open-angle glaucoma, Nat. Genet. 46 (10) (2014) 1115–1119. [128] H. Springelkamp, et al., ARHGEF12 influences the risk of glaucoma by increasing intraocular pressure, Hum. Mol. Genet. 24 (9) (2015) 2689–2699. [129] T. Kato, et al., Association study of genetic variants on chromosome 7q31 with susceptibility to normal tension glaucoma in a Japanese population, Eye (Lond) 27 (8) (2013) 979–983. [130] S. Kim, et al., Expression-associated polymorphisms of CAV1-CAV2 affect intraocular pressure and hightension glaucoma risk, Mol. Vis. 21 (2015) 548–554. [131] S.J. Loomis, et al., Association of CAV1/CAV2 genomic variants with primary open-angle glaucoma overall and by gender and pattern of visual field loss, Ophthalmology 121 (2) (2014) 508–516. [132] S. Micheal, et al., Association of known common genetic variants with primary open angle, primary angle closure, and pseudoexfoliation glaucoma in Pakistani cohorts, Mol. Vis. 20 (2014) 1471–1479. [133] S.S. Rong, et al., Ethnic specific association of the CAV1/CAV2 locus with primary open-angle glaucoma, Sci. Rep. 6 (2016) 27837. [134] J.L. Wiggs, et al., Common variants near CAV1 and CAV2 are associated with primary open-angle glaucoma in Caucasians from the USA, Hum. Mol. Genet. 20 (23) (2011) 4707–4713. [135] X. Gu, et al., Caveolins and caveolae in ocular physiology and pathophysiology, Prog. Retin. Eye Res. 56 (2017) 84–106. [136] X. Gu, et al., Spatial and temporal localization of caveolin-1 protein in the developing retina, in: J.D. Ash et al., (Ed.), Retinal Degenerative Diseases, Springer, New York, NY, 2014. [137] I. Surgucheva, A. Surguchov, Expression of caveolin in trabecular meshwork cells and its possible implication in pathogenesis of primary open angle glaucoma, Mol. Vis. 17 (2011) 2878–2888. [138] M.H. Kuehn, et al., Chromosome 7q31 POAG locus: ocular expression of caveolins and lack of association with POAG in a US cohort, Mol. Vis. 17 (2011) 430–435. [139] X. Li, et al., Loss of caveolin-1 impairs retinal function due to disturbance of subretinal microenvironment, J. Biol. Chem. 287 (20) (2012) 16424–16434. [140] J. Cai, et al., Expression profiling of human Schlemm’s canal endothelial cells from eyes with and without glaucoma, Invest. Ophthalmol. Vis. Sci. 56 (11) (2015) 6747–6753. [141] Y. Liu, et al., Gene expression profile in human trabecular meshwork from patients with primary open-angle glaucoma, Invest. Ophthalmol. Vis. Sci. 54 (9) (2013) 6382–6389. [142] M.H. Elliott, et al., Caveolin-1 modulates intraocular pressure: implications for caveolae mechanoprotection in glaucoma, Sci. Rep. 6 (2016) 37127. [143] Y. Lei, et al., eNOS activity in CAV1 knockout mouse eyes, Invest. Ophthalmol. Vis. Sci. 57 (6) (2016) 2805–2813. [144] Y. Chen, et al., Genetic variants associated with different risks for high tension glaucoma and normal tension glaucoma in a Chinese population, Invest. Ophthalmol. Vis. Sci. 56 (4) (2015) 2595–2600.
IV. Complex disorders and low effect-size risk factors
198
11. Genetics of primary open-angle glaucoma
[145] J. Gibson, et al., Genome-wide association study of primary open angle glaucoma risk and quantitative traits, Mol. Vis. 18 (2012) 1083–1092. [146] A.B. Ozel, et al., Genome-wide association study and meta-analysis of intraocular pressure, Hum. Genet. 133 (1) (2014) 41–57. [147] T.E. Scheetz, et al., Glaucoma risk alleles in the ocular hypertension treatment study, Ophthalmology 123 (12) (2016) 2527–2536. [148] L.M. van Koolwijk, et al., Common genetic determinants of intraocular pressure and primary open-angle glaucoma, PLoS Genet. 8 (5) (2012) e1002611. [149] S. Sharma, et al., Association of genetic variants in the TMCO1 gene with clinical parameters related to glaucoma and characterization of the protein in the eye, Invest. Ophthalmol. Vis. Sci. 53 (8) (2012) 4917–4925. [150] M.A. Hauser, et al., Genetic risk factors for primary open-angle glaucoma in populations of African ancestry, in: The Annual Meeting of ARVO. Baltimore, MD, 2017. [151] Z. Zhang, et al., Molecular cloning, expression patterns and subcellular localization of porcine TMCO1 gene, Mol. Biol. Rep. 37 (3) (2010) 1611–1618. [152] Q.C. Wang, et al., TMCO1 Is an ER Ca(2 +) Load-Activated Ca(2+) Channel, Cell 165 (6) (2016) 1454–1466. [153] D. Cao, et al., CDKN2B polymorphism is associated with primary open-angle glaucoma (POAG) in the AfroCaribbean population of Barbados, West Indies, PLoS ONE 7 (6) (2012) e39278. [154] B.J. Fan, et al., Genetic variants associated with optic nerve vertical cup-to-disc ratio are risk factors for primary open angle glaucoma in a US Caucasian population, Invest. Ophthalmol. Vis. Sci. 52 (3) (2011) 1788–1792. [155] Z. Li, et al., A common variant near TGFBR3 is associated with primary open angle glaucoma, Hum. Mol. Genet. 24 (13) (2015) 3880–3892. [156] Y. Liu, et al., Investigation of known genetic risk factors for primary open angle glaucoma in two populations of African ancestry, Invest. Ophthalmol. Vis. Sci. 54 (9) (2013) 6248–6254. [157] F. Mabuchi, et al., Association between genetic variants associated with vertical cup-to-disc ratio and phenotypic features of primary open-angle glaucoma, Ophthalmology 119 (9) (2012) 1819–1825. [158] W. Osman, et al., A genome-wide association study in the Japanese population confirms 9p21 and 14q23 as susceptibility loci for primary open angle glaucoma, Hum. Mol. Genet. 21 (12) (2012) 2836–2842. [159] W.D. Ramdas, et al., A genome-wide association study of optic disc parameters, PLoS Genet. 6 (6) (2010) e1000978. [160] W.D. Ramdas, et al., Common genetic variants associated with open-angle glaucoma, Hum. Mol. Genet. 20 (12) (2011) 2464–2471. [161] M. Vishal, et al., Evaluation of genetic association of the INK4 locus with primary open angle glaucoma in East Indian population, Sci. Rep. 4 (2014) 5115. [162] K.P. Burdon, et al., Glaucoma risk alleles at CDKN2B-AS1 are associated with lower intraocular pressure, normal-tension glaucoma, and advanced glaucoma, Ophthalmology 119 (8) (2012) 1539–1545. [163] S.K. Ng, et al., Genetic association at the 9p21 glaucoma locus contributes to sex bias in normal-tension glaucoma, Invest. Ophthalmol. Vis. Sci. 57 (7) (2016) 3416–3421. [164] L.R. Pasquale, et al., CDKN2B-AS1 genotype-glaucoma feature correlations in primary open-angle glaucoma patients from the United States, Am. J. Ophthalmol. 155 (2) (2013) 342–353. e5. [165] M. Takamoto, et al., Common variants on chromosome 9p21 are associated with normal tension glaucoma, PLoS ONE 7 (7) (2012) e40107. [166] G. Chidlow, et al., Ocular expression and distribution of products of the POAG-associated chromosome 9p21 gene region, PLoS ONE 8 (9) (2013) e75067. [167] A. Visel, et al., Targeted deletion of the 9p21 non-coding coronary artery disease risk interval in mice, Nature 464 (7287) (2010) 409–412. [168] S. Gao, T.C. Jakobs, Mice homozygous for a deletion in the glaucoma susceptibility locus INK4 show increased vulnerability of retinal ganglion cells to elevated intraocular pressure, Am. J. Pathol. 186 (4) (2016) 985–1005. [169] K.P. Burdon, et al., Association of open-angle glaucoma loci with incident glaucoma in the Blue Mountains Eye Study, Am J. Ophthalmol. 159 (1) (2015) 31–36. e1. [170] F.S. Philomenadin, et al., Genetic association of SNPs near ATOH7, CARD10, CDKN2B, CDC7 and SIX1/SIX6 with the endophenotypes of primary open angle glaucoma in Indian population, PLoS ONE 10 (3) (2015) e0119703.
IV. Complex disorders and low effect-size risk factors
References
199
[171] J. Sang, et al., Association of three single nucleotide polymorphisms at the SIX1-SIX6 locus with primary open angle glaucoma in the Chinese population, Sci. China Life Sci. 59 (7) (2016) 694–699. [172] M.E. Gallardo, et al., Genomic cloning and characterization of the human homeobox gene SIX6 reveals a cluster of SIX genes in chromosome 14 and associates SIX6 hemizygosity with bilateral anophthalmia and pituitary anomalies, Genomics 61 (1) (1999) 82–91. [173] X. Li, et al., Tissue-specific regulation of retinal and pituitary precursor cell proliferation, Science 297 (5584) (2002) 1180–1183. [174] R.G. Ruf, et al., SIX1 mutations cause branchio-oto-renal syndrome by disruption of EYA1-SIX1-DNA complexes, Proc. Natl. Acad. Sci. U.S.A. 101 (21) (2004) 8090–8095. [175] M.U. Carnes, et al., Discovery and functional annotation of SIX6 variants in primary open-angle glaucoma, PLoS Genet. 10 (5) (2014) e1004372. [176] A.I. Iglesias, et al., Exome sequencing and functional analyses suggest that SIX6 is a gene involved in an altered proliferation-differentiation balance early in life and optic nerve degeneration at old age, Hum. Mol. Genet. 23 (5) (2014) 1320–1332. [177] W.P. Cheng, et al., Mechanical stretch induces apoptosis regulator TRB3 in cultured cardiomyocytes and volume-overloaded heart, PLoS ONE 10 (4) (2015) e0123235. [178] J.Z. Kuo, et al., Quantitative trait locus analysis of SIX1-SIX6 with retinal nerve fiber layer thickness in individuals of European descent, Am J. Ophthalmol. 160 (1) (2015) 123–130. e1. [179] D. Skowronska-Krawczyk, et al., P16INK4a upregulation mediated by SIX6 defines retinal ganglion cell pathogenesis in glaucoma, Mol. Cell 59 (6) (2015) 931–940. [180] S.E. Williams, et al., The genetics of POAG in black South Africans: a candidate gene association study, Sci. Rep. 5 (2015) 8378. [181] F. Chen, et al., Exome array analysis identifies CAV1/CAV2 as a susceptibility locus for intraocular pressure, Invest. Ophthalmol. Vis. Sci. 56 (1) (2014) 544–551. [182] N. Tserentsoodol, et al., Intraretinal lipid transport is dependent on high density lipoprotein-like particles and class B scavenger receptors, Mol. Vis. 12 (2006) 1319–1333. [183] Y. Liu, R.R. Allingham, Glaucoma, in: G.S. Ginsburg, H.F. Willard (Eds.), Genomic and Personalized Medicine, Academic Press, Oxford, 2012. [184] D.Y. Nishimura, et al., A spectrum of FOXC1 mutations suggests gene dosage as a mechanism for developmental defects of the anterior chamber of the eye, Am. J. Hum. Genet. 68 (2) (2001) 364–372. [185] J.C. Sowden, Molecular and developmental mechanisms of anterior segment dysgenesis, Eye (Lond) 21 (10) (2007) 1310–1318. [186] B. Han, et al., Conversion of mechanical force into biochemical signaling, J. Biol. Chem. 279 (52) (2004) 54793–54801. [187] Y. Chen, J. Cai, D.P. Jones, Mitochondrial thioredoxin in regulation of oxidant-induced cell death, FEBS Lett. 580 (28-29) (2006) 6596–6602. [188] V. Chrysostomou, et al., Oxidative stress and mitochondrial dysfunction in glaucoma, Curr. Opin. Pharmacol. 13 (1) (2013) 12–15. [189] J. Caprioli, et al., Overexpression of thioredoxins 1 and 2 increases retinal ganglion cell survival after pharmacologically induced oxidative stress, optic nerve transection, and in experimental glaucoma, Trans. Am. Ophthalmol. Soc. 107 (2009) 161–165. [190] S. Lattante, et al., Contribution of ATXN2 intermediary polyQ expansions in a spectrum of neurodegenerative disorders, Neurology 83 (11) (2014) 990–995. [191] B. John, K.R. Lewis, Chromosome variability and geographic distribution in insects, Science 152 (3723) (1966) 711–721. [192] J.C. Charlesworth, et al., Linkage to 10q22 for maximum intraocular pressure and 1p32 for maximum cup-todisc ratio in an extended primary open-angle glaucoma pedigree, Invest. Ophthalmol. Vis. Sci. 46 (10) (2005) 3723–3729. [193] M.K. Lee, et al., Replication of a glaucoma candidate gene on 5q22.1 for intraocular pressure in Mongolian populations: the GENDISCAN Project, Invest. Ophthalmol. Vis. Sci. 51 (3) (2010) 1335–1340. [194] C.N. Rotimi, et al., Genomewide scan and fine mapping of quantitative trait loci for intraocular pressure on 5q and 14q in West Africans, Invest. Ophthalmol. Vis. Sci. 47 (8) (2006) 3262–3267.
IV. Complex disorders and low effect-size risk factors
200
11. Genetics of primary open-angle glaucoma
[195] A. Nag, et al., A genome-wide association study of intra-ocular pressure suggests a novel association in the gene FAM125B in the TwinsUK cohort, Hum. Mol. Genet. 23 (12) (2014) 3343–3348. [196] H. Springelkamp, et al., New insights into the genetics of primary open-angle glaucoma based on meta-analyses of intraocular pressure and optic disc characteristics, Hum. Mol. Genet. 26 (2) (2017) 438–453. [197] S. MacGregor, et al., Genome-wide association study of intraocular pressure uncovers new pathways to glaucoma, Nat. Genet. 50 (8) (2018) 1067. [198] X.R. Gao, et al., Genome-wide association analyses identify new loci influencing intraocular pressure, Hum. Mol. Genet. (2018). [199] A.P. Khawaja, et al., Genome-wide analyses identify 68 new loci associated with intraocular pressure and improve risk prediction for primary open-angle glaucoma, Nat. Genet. 50 (6) (2018) 778. [200] E. Aghaian, et al., Central corneal thickness of Caucasians, Chinese, Hispanics, Filipinos, African Americans, and Japanese in a glaucoma clinic, Ophthalmology 111 (12) (2004) 2211–2219. [201] T. Toh, et al., Central corneal thickness is highly heritable: the twin eye studies, Invest. Ophthalmol. Vis. Sci. 46 (10) (2005) 3718–3722. [202] Y. Zheng, et al., Heritability of central corneal thickness in Chinese: the Guangzhou Twin Eye Study, Invest. Ophthalmol. Vis. Sci. 49 (10) (2008) 4303–4307. [203] J. Charlesworth, et al., The path to open-angle glaucoma gene discovery: endophenotypic status of intraocular pressure, cup-to-disc ratio, and central corneal thickness, Invest. Ophthalmol. Vis. Sci. 51 (7) (2010) 3509–3514. [204] M.O. Gordon, et al., The Ocular Hypertension Treatment Study: baseline factors that predict the onset of primary open-angle glaucoma, Arch. Ophthalmol. 120 (6) (2002) 714–720. [205] K.W. Muir, J. Jin, S.F. Freedman, Central corneal thickness and its relationship to intraocular pressure in children, Ophthalmology 111 (12) (2004) 2220–2223. [206] M. Deol, D.A. Taylor, N.M. Radcliffe, Corneal hysteresis and its relevance to glaucoma, Curr. Opin. Ophthalmol. 26 (2) (2015) 96–102. [207] L.R. Pasquale, et al., Age at natural menopause genetic risk score in relation to age at natural menopause and primary open-angle glaucoma in a US-based sample, Menopause 24 (2) (2017) 150–156. [208] P.A. Sample, et al., The African Descent and Glaucoma Evaluation Study (ADAGES): design and baseline data, Arch. Ophthalmol. 127 (9) (2009) 1136–1145. [209] J. Chua, et al., Ethnic differences of intraocular pressure and central corneal thickness: the Singapore Epidemiology of Eye Diseases study, Ophthalmology 121 (10) (2014) 2013–2022. [210] G. Cuellar-Partida, et al., WNT10A exonic variant increases the risk of keratoconus by decreasing corneal thickness, Hum. Mol. Genet. 24 (17) (2015) 5060–5068. [211] X. Gao, et al., A genome-wide association study of central corneal thickness in Latinos, Invest. Ophthalmol. Vis. Sci. 54 (4) (2013) 2435–2443. [212] R. Hoehn, et al., Population-based meta-analysis in Caucasians confirms association with COL5A1 and ZNF469 but not COL8A2 with central corneal thickness, Hum. Genet. 131 (11) (2012) 1783–1793. [213] Y. Lu, et al., Common genetic variants near the Brittle Cornea Syndrome locus ZNF469 influence the blinding disease risk factor central corneal thickness, PLoS Genet. 6 (5) (2010) e1000947. [214] Y. Lu, et al., Genome-wide association analyses identify multiple loci associated with central corneal thickness and keratoconus, Nat. Genet. 45 (2) (2013) 155–163. [215] M. Ulmer, et al., Genome-wide analysis of central corneal thickness in primary open-angle glaucoma cases in the NEIGHBOR and GLAUGEN consortia, Invest. Ophthalmol. Vis. Sci. 53 (8) (2012) 4468–4474. [216] V. Vitart, et al., New loci associated with central cornea thickness include COL5A1, AKAP13 and AVGR8, Hum. Mol. Genet. 19 (21) (2010) 4304–4311. [217] E.N. Vithana, et al., Collagen-related genes influence the glaucoma risk factor, central corneal thickness, Hum. Mol. Genet. 20 (4) (2011) 649–658. [218] A.B. Cankaya, et al., Relationship between central corneal thickness and parameters of optic nerve head topography in healthy subjects, Eur. J. Ophthalmol. 18 (1) (2008) 32–38. [219] L. Coman, et al., Correlation between corneal thickness and optic disc morphology in normal tension glaucoma using modern technical analysis, Romanian J. Morphol. Embryol. 55 (3) (2014) 857–862. [220] M. Iester, et al., Differences in central corneal thickness between the paired eyes and the severity of the glaucomatous damage, Eye (Lond) 26 (11) (2012) 1424–1430. [221] E. Insull, et al., Optic disc area and correlation with central corneal thickness, corneal hysteresis and ocular pulse amplitude in glaucoma patients and controls, Clin. Exp. Ophthalmol. 38 (9) (2010) 839–844.
IV. Complex disorders and low effect-size risk factors
References
201
[222] S. Kaushik, et al., Correlation between retinal nerve fiber layer thickness and central corneal thickness in patients with ocular hypertension: an optical coherence tomography study, Am J. Ophthalmol. 141 (5) (2006) 884–890. [223] T.H. Mokbel, A.A. Ghanem, Correlation of central corneal thickness and optic nerve head topography in patients with primary open-angle glaucoma, Oman J. Ophthalmol. 3 (2) (2010) 75–80. [224] M. Pakravan, et al., Central corneal thickness and correlation to optic disc size: a potential link for susceptibility to glaucoma, Br. J. Ophthalmol. 91 (1) (2007) 26–28. [225] M. Papadia, et al., Corneal thickness and visual field damage in glaucoma patients, Eye (Lond) 21 (7) (2007) 943–947. [226] F. Saenz-Frances, et al., Correlations between corneal and optic nerve head variables in healthy subjects and patients with primary open angle glaucoma, Int. J. Ophthalmol. 8 (6) (2015) 1156–1161. [227] M. Sullivan-Mee, et al., The relationship between central corneal thickness-adjusted intraocular pressure and glaucomatous visual-field loss, Optometry 76 (4) (2005) 228–238. [228] C.J. Siegfried, et al., Central corneal thickness correlates with oxygen levels in the human anterior chamber angle, Am J. Ophthalmol. 159 (3) (2015) 457–462. [229] P.J. Foster, et al., The definition and classification of glaucoma in prevalence surveys, Br. J. Ophthalmol. 86 (2) (2002) 238–242. [230] B. Yan, et al., Aberrant expression of long noncoding RNAs in early diabetic retinopathy, Invest. Ophthalmol. Vis. Sci. 55 (2) (2014) 941–951. [231] J. Yao, et al., Long non-coding RNA MALAT1 regulates retinal neurodegeneration through CREB signaling, EMBO Mol. Med. 8 (4) (2016) 346–362. [232] R.M. Zhou, et al., Identification and characterization of proliferative retinopathy-related long noncoding RNAs, Biochem. Biophys. Res. Commun. 465 (3) (2015) 324–330. [233] T. Axenovich, et al., Linkage and association analyses of glaucoma related traits in a large pedigree from a Dutch genetically isolated population, J. Med. Genet. 48 (12) (2011) 802–809. [234] J.N. Bailey, et al., Hypothesis-independent pathway analysis implicates GABA and acetyl-CoA metabolism in primary open-angle glaucoma and normal-pressure glaucoma, Hum. Genet. 133 (10) (2014) 1319–1330. [235] A.P. Khawaja, et al., Assessing the association of mitochondrial genetic variation with primary open-angle glaucoma using gene-set analyses mitochondrial genetic variation and POAG, Invest. Ophthalmol. Vis. Sci. 57 (11) (2016) 5046–5052. [236] S.S. Dewundara, et al., Is estrogen a therapeutic target for glaucoma? Semin. Ophthalmol. 31 (1-2) (2016) 140–146. [237] L.R. Pasquale, et al., Estrogen pathway polymorphisms in relation to primary open angle glaucoma: an analysis accounting for gender from the United States, Mol. Vis. 19 (2013) 1471–1481. [238] J.H. Kang, et al., Vascular tone pathway polymorphisms in relation to primary open-angle glaucoma, Eye (Lond) 28 (6) (2014) 662–671. [239] K. Kaur, et al., Myocilin gene implicated in primary congenital glaucoma, Clin. Genet. 67 (4) (2005) 335–340. [240] Y. Minegishi, et al., Significance of optineurin mutations in glaucoma and other diseases, Prog. Retin. Eye Res. 55 (2016) 149–181. [241] S. Mookherjee, et al., Molecular basis for involvement of CYP1B1 in MYOC upregulation and its potential implication in glaucoma pathogenesis, PLoS ONE 7 (9) (2012) e45077. [242] A.L. Vincent, et al., Digenic inheritance of early-onset glaucoma: CYP1B1, a potential modifier gene, Am. J. Hum. Genet. 70 (2) (2002) 448–460. [243] S.S. Verma, et al., Epistatic gene-based interaction analyses for glaucoma in eMERGE and NEIGHBOR Consortium, PLoS Genet. 12 (9) (2016) e1006186.
IV. Complex disorders and low effect-size risk factors