A multitude of candidate gene association studies have been carried out for AMD. Their findings, however, have not been replicated as widely or as strongly as those summarized above and should, for now, be treated as tentative. Typically, these genes have been selected based on a priori knowledge of the biological pathways involved in disease or on investigator prejudices about the pathways likely to contribute to disease susceptibility (
7,
149). We caution that, in the absence of large, definitive, confirmatory studies, the possibility of publication bias cannot be discounted.
Apolipoprotein E (
APOE) was an early target of candidate gene studies because of its presence in drusen, its key role in transport of lipids and cholesterol, and established association in Alzheimer’s disease. Individually, these studies have been relatively small, and evidence for association has been modest, although together the published studies provide stronger evidence of an association between
APOE and AMD (
10,
129,
177).
Other candidate gene studies focused on genes implicated in macular dystrophies with Mendelian inheritance and phenotypic similarities to AMD (
146). Genes in this category include those implicated in Stargardt’s disease (caused by mutations in
ABCA4), Sorsby fundus dystrophy (
TIMP3), Best’s disease (
VMD2), Malattia Leventinese (
EFEMP1 or
Fibulin-3), Stargardt-like dominant macular dystrophy (
ELOVL4), butterfly dystrophy and bull’s eye maculopathy (
RDS). A gene (
C1QTNF5) mutated in patients with an autosomal dominant late-onset retinal/macular degeneration with sub-RPE deposits similar to AMD has also been examined (
68). Except for two
ABCA4 alleles (
6), no variant in any other inherited macular dystrophy gene appears to show a significant association with AMD (
148).
A natural progression of studies that examine genes previously implicated in Mendelian syndromes is the assessment of mutations in genes known to have similar structure or function. For example, the findings of Hemi-centin 1/Fibulin 6 variant in autosomal dominant dry AMD (
131) and a mutation in
EFEMP1/Fibulin-3 identified in Malattia Leventinese and Doyne honeycomb retinal dystrophy led to the screening of five fibulin genes for mutations associated with AMD; this screeening revealed a variant in fibulin-5 in AMD patients (
145).
Given our relatively limited understanding of the biological pathways underlying AMD susceptibility, a wide variety of other genes have been tested for association. Consistent with the role of mitochondria in neurodegenerative disease, a specific mitochondrial DNA polymorphism, A4917G, is reported to be associated with AMD (
20). Toll-like receptor 4 (
TLR4) was considered an attractive candidate due to its key role in innate immunity, potential function in phagocytosis, and location to a region that exhibits some evidence of linkage to AMD; an association between the D299G
TLR4 variant and AMD was initially reported (
176) but has not been validated (
36,
39). More recently, an association between AMD and another Toll-like receptor 3 (
TLR3) was reported (
168), but this association was not replicated in other large cohorts (
41). A polymorphism in the 5′-upstream region of
ERCC6, a gene implicated in DNA repair caused by oxidative stress and/or aging, has been associated with AMD susceptibility and was even suggested to exhibit epistatic interaction with
CFH variants (
152). Because of a potential role of retinal microglia in AMD, variants in the chemokine receptor gene
CX3CR1 were examined for association with AMD; homozygosity of the
M280 allele showed defective cell migration and appeared to be associated with higher AMD susceptibility (
30). Multiple associations between AMD and HLA and cytokine genes have also been reported (
57,
58). Screening of potential functional candidate genes identified association with an in-tronic variant within the
SERPING1 gene (
42); however, other studies failed to replicate these findings (
119). These are all attractive candidates based on our current understanding of pathogenic mechanisms underlying AMD, but—as with other genetic association signals–the original signals require validation in large and independent samples (
71,
111).
There are now several examples where variants in loci implicated in Mendelian disorders also contribute to susceptibility to more common forms of disease; these include discoveries related to the genetics of blood lipid levels and coronary artery disease (
83,
162), genetics of obesity (
100,
163), and the genetics of height (
96,
159). In all these instances, common variants that contribute to trait variation in loci known to harbor Mendelian variants were missed in several earlier studies. In particular, genetic association studies apparently failed to notice positive signals in these candidate loci because they (
a) defined the locus too narrowly (e.g., by focusing only on coding regions and a short flanking promoter sequence, although it now appears that regulatory variants can be located 10s or 100s of kb away from the gene); (
b) relied on relatively small sample sizes (GWASs typically examine thousands of individuals and are often better powered to detect modest association signals than previous studies); or (
c) did not comprehensively evaluate genetic variants in the candidate locus. When large and well-powered studies that examine all common variants in each of these candidate genes are carried out, we expect that some of the candidate loci implicated in disorders related to AMD may eventually be shown to also play a role in susceptibility to AMD.