Multiallelic copy number variation in the complement component 4A (C4A) gene is associated with late-stage age-related macular degeneration (AMD)
© Grassmann et al. 2016
Received: 15 January 2016
Accepted: 11 April 2016
Published: 18 April 2016
Age-related macular degeneration (AMD) is the leading cause of vision loss in Western societies with a strong genetic component. Candidate gene studies as well as genome-wide association studies strongly implicated genetic variations in complement genes to be involved in disease risk. So far, no association of AMD with complement component 4 (C4) was reported probably due to the complex nature of the C4 locus on chromosome 6.
We used multiplex ligation-dependent probe amplification (MLPA) to determine the copy number of the C4 gene as well as of both relevant isoforms, C4A and C4B, and assessed their association with AMD using logistic regression models.
Here, we report on the analysis of 2645 individuals (1536 probands and 1109 unaffected controls), across three different centers, for multiallelic copy number variation (CNV) at the C4 locus. We find strong statistical significance for association of increased copy number of C4A (OR 0.81 (0.73; 0.89);P = 4.4 × 10−5), with the effect most pronounced in individuals over 78 years (OR 0.67 (0.55; 0.81)) and females (OR 0.77 (0.68; 0.87)). Furthermore, this association is independent of known AMD-associated risk variants in the nearby CFB/C2 locus, particularly in females and in individuals over 78 years.
Our data strengthen the notion that complement dysregulation plays a crucial role in AMD etiology, an important finding for early intervention strategies and future therapeutics. In addition, for the first time, we provide evidence that multiallelic CNVs are associated with AMD pathology.
KeywordsAge-related macular degeneration AMD C4 Complement Copy number variation (CNV) Multiallelic Genetic association
Age-related macular degeneration (AMD) is the leading cause of severe vision loss in aging societies [1–3]. An early sign of AMD is the appearance of the so-called drusen, which are yellowish extracellular deposits of protein and lipid material within and beneath the retinal pigment epithelium (RPE). Late-stage AMD can manifest essentially as two distinct forms—geographic atrophy (GA) and neovascular (NV) AMD, with both late-stage forms in a proportion of cases presenting in the same or in different eyes of an individual. GA occurs in up to 50 % of cases and is clinically defined as a distinct area of RPE cell atrophy with slow progression over the years. NV AMD describes the growth of blood vessels beneath and within the retina and is mostly characterized by hemorrhagic detachment of the RPE or the retina and eventually widespread RPE atrophy. Progression to visual loss can be rapid in NV AMD .
Over the past several years, genome-wide association studies and large scale re-sequencing projects have identified a number of single nucleotide variants (SNVs) enriched in complement and complement-related genes that confer a strong risk for AMD [3, 5–8]. Recently, a genome-wide association study conducted by the International AMD Genomics consortium (IAMDGC) identified 52 independent genetic signals at 34 loci to be associated with AMD risk , explaining around half of the genomic heritability of the disease. Six out of those 34 loci harbor one or more complement or complement-related genes.
Assessment of structural variation, particularly in duplicated regions of the genome, and its contribution to disease still remains a challenge for most case-control studies [10, 11]. Multiallelic loci are especially problematic, due to a lack of suitable tagging variants and a dearth of probes on commercial microarrays in duplication rich regions of the genome . We and others have previously demonstrated that multiallelic loci can be genotyped economically and accurately using PCR-based quantitative techniques [13–15]. Here, we applied multiplex ligation-dependent probe amplification (MLPA)  to examine the role of the multiallelic complement component 4 (C4) copy number variations (CNVs) as part of the classical complement pathway in AMD etiology.
In this study, we successfully genotyped CNVs for C4 and its relevant isoforms (C4A, C4B) in 2645 individuals from three large AMD cohorts from Australia and Germany. We identify strong statistical significance for a protective association of C4A copy number and AMD. Stratification of individuals based on age and gender revealed that the protective effect increases with increasing age and is stronger in females. In addition, this association appears to be independent of other, strongly associated AMD variants at the nearby CFB/C2 locus. These data implicate multiallelic CNV of the C4 locus in AMD susceptibility, providing further evidence for the crucial role of complement dysregulation in AMD etiology.
Summary characteristics of participating studies
Number of individuals
Mean age (years) (SD)
GA and NV cases
Genotyping by MLPA
Genomic DNA was extracted from peripheral blood leukocytes according to established protocols. MLPA was performed according to previous reports [19, 20] with custom-made oligonucleotide probes (Additional file 1: Table S1). For each PCR reaction, 1 μl was mixed with 8.8 μl of HIDI formamide and 0.2 μl of LIZ500 size standard (Applied Biosystems). PCR products were separated by capillary electrophoresis on a sequence platform (3130xl Genetic Analyzer, Applied Biosystems; Foster City, CA, USA). The program Peak Scanner 2 (Applied Biosystems) was used to extract the dosages (height) of each peak. Copy number analysis was performed by dividing the peak height of each test probe (C4A, C4B, or C4-ex30 representing the isoforms C4A and C4B or the total C4 copy number, respectively), by the sum peak heights from two control loci (EP300 and CREBBP) to generate a normalized ratio. The normalized ratio was then divided by the median of all ratios for the corresponding peak, yielding a normalized probe dosage. For the AUS study, the C4-ex30 probe failed to produce a product. For those samples, total C4 dosage was calculated from the mean of both C4A and C4B dosages. We show that this approach is feasible as there is a strong correlation between total C4 dosage and the mean of both, C4A and C4B dosage in the WUE and MUE/TUE studies (Additional file 2: Figure S1). The normalized probe dosages were ordered from low to high, and subgroups corresponding to different DNA copy numbers were calculated by determining the relative differences between the subgroups. The distribution of copy numbers of C4A, C4B, and total C4 in our controls was comparable to previously reported distributions in healthy individuals (Additional file 3: Table S2).
Direct PCR of C4 isoforms
To confirm homozygous deletions of C4A and C4B, we performed a duplex PCR with two sets of isotype-specific primers as described previously . In brief, PCRs were performed using Qiagen Hotstart Reagents (www.qiagen.com) and oligonucleotide primers as listed in Additional file 4: Table S3. The presence or absence of the C4A and C4B genes was assessed in 2 % agarose gels.
Genotyping of AMD-associated variations in the CFB/C2 locus
Several previously reported AMD risk-associated variations in CFB and C2 are close to the C4 gene (a distance of approximately 30,000 bp). Thus, known risk-associated haplotypes carrying known AMD-associated variations can potentially drive the association of C4 CNV. Recently, a GWAS conducted by the International AMD Genomics Consortium (IAMGDC) implicated four independent signals in this locus to be associated with AMD . We therefore determined the genotypes of four risk variants to represent the four associated signals (termed independent hit 8.1 to 8.4 in ). Two thousand two hundred fifty-one DNA probes were genotyped on the HumanCoreExome Chip (Illumina) as part of the IAMDGC study. For those samples, we extracted the genotypes of rs429608 (8.1), rs114190211 (8.2), rs204993 (8.3), and rs142511358 (8.4) and fit multivariate logistic regression models additionally conditioned on those four variants.
To further characterize the CFB/C2 locus, we used SHAPEIT2  with standard settings to phase the genotypes and obtain the haplotypes. The association of the resulting haplotypes with AMD risk was then analyzed in a multivariate logistic regression model adjusted for age, gender, and study. In addition, since the phase of the CNVs is difficult to estimate, we calculated the average number of copies present on each haplotype to identify haplotypes that carry C4A CNVs.
Statistical analysis and visualization
Copy number association analysis was carried out by logistic regression adjusted for age and gender and, where appropriate, additionally adjusted for study . All analyses modeled an additive genetic effect, and the genotype was coded as the number of gene copies present at C4A, C4B, or total C4. As C4 copy number was analyzed in three independent studies, we subsequently combined the obtained effect sizes (log odds ratios) and standard errors from the three independent studies by conducting a meta-analysis assuming a random effects model. We also assessed the evidence for possible heterogeneity between the estimates from each study by computing the I 2 measure . In the association analyses, the obtained P values were adjusted by a conservative Bonferroni correction to account for multiple testing assuming three independent tests due to three CNVs analyzed.
We also performed association testing in groups of individuals stratified by age, gender, and disease subtype (Additional file 5: Table S4 and Additional file 6: Figure S2). The disease subtype-specific analyses compared copy numbers of AMD patients with GA or NV or mixed GA and NV to the copy numbers found in all controls.
To account for possible differences in the association between age groups, we stratified our case-control study into three age categories with roughly equal sample size (1/3 of the total sample size). Accordingly, the samples were assigned either to the youngest group (<71 years old, 918 individuals), to the middle age group (older than 71 years but younger than 78 years, 881 individuals), or to the oldest group (older than 78 years, 840 individuals). Similarly, cases and controls were stratified by their gender and analyzed.
To assess whether the association of C4 ACNV with AMD is independent of known AMD-associated signals in this region, we fit logistic regression models additionally conditioned on four AMD-associated SNPs at the C2/CFB locus (rs429608, rs114190211, rs204993, and rs142511358). Furthermore, the association of haplotypes reconstructed from variations in the C2/CFB locus were stratified by age and gender, adjusted for age and study. The number of samples included in each analysis is indicated by the size of the rectangles in Additional file 6: Figure S2 and Additional file 7: Figure S3.
Assessment of C4 gene copy number
Association of C4 CNVs with AMD risk
Sensitivity analysis of the observed C4A association
Next, we fitted logistic regression models to groups of individuals stratified by age, gender, or disease phenotype adjusted for study. While no striking differences were found between the three late-stage AMD disease subtypes of only geographic atrophy (GA), only neovascular AMD (NV) or both late-stage forms (GA and NV), a striking difference between age groups and between gender became apparent (Additional file 5: Table S4). The observed protective association was stronger (more protective per C4A copy) in individuals older than 78 years (OR 0. 67 (0.55; 0.81)) compared to individuals between 71 and 78 years (OR 0.82 (0.74; 0.90)) and individuals younger than 71 years (OR 0.94 (0.79; 1.12)). Of note, although we did not find a statistically significant difference between the age groups (P > 0.05), this effect was present in each study individually. The observation that the strength of the protective effect increases with age is rather unexpected, as genetic associations tend to show stronger effect sizes for adverse and protective alleles in younger individuals . Next, our data demonstrated thatC4Acopy numbers conferred a stronger risk reduction in females (OR 0.77 (0.68; 0.87)) compared to males (OR 0.91 (0.77; 1.06)), although the difference of observed effect sizes was not statistically significant (P > 0.05). Finally, we investigated the association in groups stratified by both, age and gender, and found that particularly females in the oldest age group (above 78 years) had the strongest protective effect of additional C4A copies (Additional file 6: Figure S2). Again, this effect was observed in a similar fashion across the three studies.
C4A CNVs are associated with AMD independently of CFB/C2 risk variants
Previous work showed a strong association of four independent signals in the complement factor B/complement component 2 (CFB/C2) locus with AMD . The CFB/C2 locus is in close proximity to the C4 gene on chromosome 6 which potentially could explain the observed association . We therefore fitted multivariate logistic regression models conditioned on four SNPs at CFB/C2 (rs429608, rs114190211, rs204993, and rs142511358) and found a protective, although smaller and statistically no longer significant effect per copy number when adjusting for these variants (OR 0.93 (0.82; 1.06)). This loss of association was mainly driven by rs429608 (representing independent hit IH8.1 in Ref. ), as C4A copy number was significantly associated with AMD risk in a model incorporating only rs114190211, rs204993, and rs142511358 (OR 0.84 (0.75; 0.94)). Furthermore, the reduction in effect sizes appeared to be predominantly present in younger individuals and in males (Additional file 6: Figure S2). The association remained strong and significant in females (OR conditioned on CFB/C2 variants: 0.86 (0.74; 0.99)) and in individuals in the highest age group (above 78 years, OR conditioned on CFB/C2 variants: 0.75 (0.61; 0.93)). Females in the oldest age category (>78 years) showed a similar association of C4A copy number with AMD in the conditioned and in the unconditioned model (OR unconditioned on CFB/C2 variants: 0.62 (0.48; 0.79), OR conditioned on CFB/C2 variants: 0.68 (0.52; 0.90)). The independence of association in the latter group was observed across the three studies (OR of C4A copy number conditioned on CFB/C2 variants in females older than 78 years in the (1) MUE/TUE study: 0.74 (0.40; 1.34)), (2) WUE study: 0.71 (0.48; 1.03), and (3) AUS study: 0.55 (0.31; 0.94)).
C4A CNVs are found mainly on two AMD-associated haplotypes in the CFB/C2 region
To further investigate the observed age and gender difference in the association of C4A CNVs, we used SHAPEIT2 to estimate the haplotypes in the CFB/C2 region. In total, we found six different haplotypes (termed H1 to H6) in this locus with an allele frequency above 1 % in the current study (Additional file 9: Figure S4). The average C4A copy number was lower on the risk increasing (adverse) haplotype H2 (characterized by the presence of the risk increasing allele at rs204993) and higher on the protective haplotype H3 (characterized by the presence of the risk reducing allele at rs429608). Both observations are consistent with the observed risk reduction with increasing C4A copy numbers. We therefore focused on the H2 and H3 haplotypes and investigated their impact on the association of C4A copy number. Adverse haplotype H2 only marginally altered the association of C4A CNV with AMD (OR C4A conditioned on H2: 0.86 (0.77; 0.97)), indicating that the association of C4A copy number with AMD risk is independent of haplotype H2. Similar to the results obtained from the single variant analysis, the haplotype H3 carrying the protective allele at rs429608 reduced the association of C4A CNV with AMD (OR C4A conditioned on H3: 0.92 (0.82; 1.03)). Consequently, we investigated the association of H3 with AMD risk stratified by age and gender (Additional file 9: Figure S4). While we failed to find a difference in the strength of the association between male and female, there was a correlation between increasing age and association strength. The association strength of the protective haplotype H3 decreased (less protective) with increasing age, in line with previous reports [30, 31]. Thus, it can be speculated that younger individuals are protected from AMD by variations found on protective haplotypes tagged by rs429608, while with age C4A copy numbers take over (have a stronger effect) and as such represent the main protective factor on those haplotypes.
Here, we performed a genetic association study of complement C4CNVs in 1536 AMD cases and 1109 unaffected controls from three independent studies . This identified a strong protective association with an increase in copy numbers of the C4A isoform. C4 is known to play an important role in the activation of the classical and lectin pathways of the complement system [33, 34]. Although C4A and C4B share >99 % sequence identity, C4A has been suggested to have a primary role in immune complex clearance , greatly supported by the strong association between systemic lupus erythematosus (SLE) and low copy numbers of C4A [27, 28]. The involvement of immune complexes have also been reported to contribute to drusen formation , the earliest observable phenotypic changes in AMD etiology. Genomic copy numbers and serum C4A concentration are directly correlated [24, 36], and increasing plasma concentrations of C4A have been proposed to increase the clearance of immune complexes . It can be speculated that accumulation of immune complexes are problematic in older individuals with reduced C4A, and as such could partially explain the observed increasing age-dependent association we report in this study.
The C4 gene is located on chromosome 6p21 in the MHC class III region around 30 kb proximal to the CFB/C2 locus known to be strongly associated with AMD [5, 38]. In SLE, physical proximity between C4 CNVs and variations at the CFB/C2 locus is thought to partially explain the observed association signals . In contrast, in AMD, significant association of genes flanking the C4 locus were suspected independently of CFB/C2 variants [39, 40]. To further address the latter issue, we investigated the association of C4A with AMD risk after conditioning for four genetic variants known to carry the main signals at the CFB/C2 locus . As a result, after conditioning, effect sizes and association strength of C4A copy numbers are reduced and no longer statistically significant. The loss of association is mainly driven by rs429608, as C4A copy number is significantly associated with AMD in a model conditioned on the remaining CFB/C2 variants, namely rs114190211, rs204993, and rs142511358. However, the association of C4A copy number with AMD in females and in individuals beyond 78 years of age remains statistically significant. Importantly, increased C4A copy number confers similar risk reduction in females of the age group >78 years in the C2/CFB conditioned versus the unconditioned model. This independence of association was observed across the three studies included in the analysis.
By analyzing AMD-associated haplotypes, we find C4A copy number to be correlated to two AMD-associated haplotypes in the CFB/C2 region (haplotypes H2 and H3). We show that the association of C4A copy number is independent of the adverse haplotype H2 but not of the protective haplotype H3, the latter tagged by rs429608. Importantly, we observed a strong reduction in the protective effect of H3 in older individuals, in line with previous results [30, 31]. These findings led us to hypothesize that upon reduced protective impact of the H3 haplotype on older individuals, C4A CNVs significantly influence disease risk in this age group. In contrast, in younger individuals, the protective effect of the H3 haplotype would be stronger and thus would account for most of the protection conferred by the C2/CFB locus in those individuals. With this in mind, our data support the notion that older individuals reveal the CNV at C4A to be associated with AMD risk independently of known risk variations at the C2/CFB locus.
So far, AMD pathogenesis has primarily been linked to dysregulation of the alternative pathway of the complement system ; however, expression analysis in cells of the RPE-choroid complex has also identified components and regulatory molecules associated with the classical pathway  and implicated classical complement activation in various retinal degenerations . Moreover, the presence of immunoglobulin G (IgG) and terminal C5b-9 complement complexes as a component of drusen deposits are indicative of classical pathway activation [35, 43]. These data, together with our findings in this study, suggest the classical pathway, in addition to the alternative pathway, to play a causal role in pathological events leading to AMD disease.
The mechanisms underlying gender differences in AMD risk are still unknown. We recently reported that genetic variants in the death-associated protein-like 1 (DAPL1) gene are associated with increased risk for AMD, with risk association significantly higher in females than in males . In the current study, we have identified another gender-specific locus at C4A, in this instance with a strong protective effect in females. Taken together, these data provide a reasonable basis for further investigations into the gender bias observed in AMD prevalence.
We considered age to possibly be a confounding factor in this study as previous reports have linked copy number of C4B and total C4 with longevity [44, 45]. However, in this study, we found no correlation between total C4, C4A, or C4B copy number and age when including all individuals in the calculations (P > 0.05). Additionally, our AMD association analyses were adjusted for age, which should satisfactorily account for confounding effects of longevity.
In conclusion, our results demonstrate that multiallelic CNVs provide another source of genetic variance that need to be considered in complex diseases such as AMD. To date, an 84-kb deletion encompassing the CFHR3/CFHR1 genes  and a small complex insertion/deletion polymorphism in the ARMS2 gene  represent the only CNVs to be reproducibly associated with AMD disease. It is noteworthy that the CFHR3/CFHR1 CNV is also associated with SLE, suggesting that these two etiologies may share overlapping disease pathways. While our significance level does not reach current standards of genome-wide significance (~5.00 × 10−8) for new associated loci, it is questionable whether this threshold is overly conservative for complex CNVs such as C4, especially since we only investigated three mutually correlated CNVs. In addition, other replicated multiallelic CNV associations did not reach this threshold . Our finding that increased copy number of C4A is associated with protection in AMD may have direct implications for therapy, as targeted approaches to molecular constituents of the complement pathway have the potential for early intervention before vision is compromised. This is especially true, in very contrast to most associated single nucleotide variants, as we can directly implicate the relevant gene (C4A) and the orientation of the protective effect with increased copy numbers and thus with increased C4A protein levels in serum .
This study was supported in parts by the Deutsche Forschungsgemeinschaft (WE 1259/19-1 and WE 1259/19-2 to BHFW) and the Alcon Research Institute (to BHFW). PNB was supported by a National Health and Medical Research Council (NHMRC) Senior Research Fellowship (#1028444) and SC by an NHMRC CJ Martin Biomedical Fellowship (#1073726). The Centre for Eye Research Australia (CERA) receives Operational Infrastructure Support from the Victorian Government. We would like to thank the International AMD Genomics Consortium (IAMDGC,http://eaglep.case.edu/iamdgc_web/) for providing the genotypes at the C2/CFB locus for our samples. The samples were genotyped as part of the IAMDGC exome-chip project supported by CIDR contract number HHSN268201200008I and funded by EY022310 (to Jonathan L. Haines) and 1X01HG006934-01 (to Gonçalo R. Abecasis). We thank The Gandel Charitable Trust Sequencing Centre for the use of the sequencing facility. We thank Nicole Tindill and Melinda Cain for their assistance in the data management and patient recruitment.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Grassmann F, Fauser S, Weber BHF: The genetics of age-related macular degeneration (AMD)—novel targets for designing treatment options? Eur J Pharm Biopharm. 2015;95(Pt B):194–202.Google Scholar
- Grassmann F, Ach T, Brandl C, Heid IM, Weber BHF. What does genetics tell us about age-related macular degeneration? Annu Rev Vis Sci. 2015;1:73–96.View ArticleGoogle Scholar
- Fritsche LG, Fariss RN, Stambolian D, Abecasis GR, Curcio CA, Swaroop A. Age-related macular degeneration: genetics and biology coming together. Annu Rev Genomics Hum Genet. 2014;15:151–71.View ArticlePubMedPubMed CentralGoogle Scholar
- Swaroop A, Branham KE, Chen W, Abecasis G: Genetic susceptibility to age-related macular degeneration: a paradigm for dissecting complex disease traits. Hum Mol Genet 2007, 16 Spec No:R174–82.Google Scholar
- Gold B, Merriam JE, Zernant J, Hancox LS, Taiber AJ, Gehrs K, et al. Variation in factor B (BF) and complement component 2 (C2) genes is associated with age-related macular degeneration. Nat Genet. 2006;38:458–62.View ArticlePubMedPubMed CentralGoogle Scholar
- Hageman GS, Anderson DH, Johnson LV, Hancox LS, Taiber AJ, Hardisty LI, et al. A common haplotype in the complement regulatory gene factor H (HF1/CFH) predisposes individuals to age-related macular degeneration. Proc Natl Acad Sci U S A. 2005;102:7227–32.View ArticlePubMedPubMed CentralGoogle Scholar
- Seddon JM, Yu Y, Miller EC, Reynolds R, Tan PL, Gowrisankar S, et al. Rare variants in CFI, C3 and C9 are associated with high risk of advanced age-related macular degeneration. Nat Genet. 2013;45:1366–70.View ArticlePubMedPubMed CentralGoogle Scholar
- Zhan X, Larson DE, Wang C, Koboldt DC, Sergeev YV, Fulton RS, et al. Identification of a rare coding variant in complement 3 associated with age-related macular degeneration. Nat Genet. 2013;45:1375–9.View ArticlePubMedPubMed CentralGoogle Scholar
- Fritsche LG, Igl W, Bailey JNC, Grassmann F, Sengupta S, Bragg-Gresham JL, et al.: A large genome-wide association study of age-related macular degeneration highlights contributions of rare and common variants. Nat Genet 2015, in press.Google Scholar
- Cantsilieris S, White SJ. Correlating multiallelic copy number polymorphisms with disease susceptibility. Hum Mutat. 2013;34:1–13.View ArticlePubMedGoogle Scholar
- Hollox E. The challenges of studying complex and dynamic regions of the human genome, Genomic Structural Variants. New York: Springer; 2012.View ArticleGoogle Scholar
- Pinto D, Darvishi K, Shi X, Rajan D, Rigler D, Fitzgerald T, et al. Comprehensive assessment of array-based platforms and calling algorithms for detection of copy number variants. Nat Biotechnol. 2011;29:512–20.View ArticlePubMedPubMed CentralGoogle Scholar
- Aldhous MC, Abu Bakar S, Prescott NJ, Palla R, Soo K, Mansfield JC, et al. Measurement methods and accuracy in copy number variation: failure to replicate associations of beta-defensin copy number with Crohn’s disease. Hum Mol Genet. 2010;19:4930–8.View ArticlePubMedPubMed CentralGoogle Scholar
- Cantsilieris S, Western PS, Baird PN, White SJ. Technical considerations for genotyping multi-allelic copy number variation (CNV), in regions of segmental duplication. BMC Genomics. 2014;15:329.View ArticlePubMedPubMed CentralGoogle Scholar
- Hollox EJ, Huffmeier U, Zeeuwen PLJM, Palla R, Lascorz J, Rodijk-Olthuis D, et al. Psoriasis is associated with increased beta-defensin genomic copy number. Nat Genet. 2008;40:23–5.View ArticlePubMedPubMed CentralGoogle Scholar
- Schouten JP, McElgunn CJ, Waaijer R, Zwijnenburg D, Diepvens F, Pals G. Relative quantification of 40 nucleic acid sequences by multiplex ligation-dependent probe amplification. Nucleic Acids Res. 2002;30:e57.View ArticlePubMedPubMed CentralGoogle Scholar
- Grassmann F, Friedrich U, Fauser S, Schick T, Milenkovic A, Schulz HL, et al. A candidate gene association study identifies DAPL1 as a female-specific susceptibility locus for age-related macular degeneration (AMD). NeuroMolecular Med. 2015;17:111–20.View ArticlePubMedPubMed CentralGoogle Scholar
- Cantsilieris S, White SJ, Richardson AJ, Guymer RH, Baird PN. Comprehensive analysis of copy number variation of genes at chromosome 1 and 10 loci associated with late age related macular degeneration. PLoS One. 2012;7:e35255.View ArticlePubMedPubMed CentralGoogle Scholar
- White SJ, Vissers LE, Geurts van Kessel A, de Menezes RX, Kalay E, Lehesjoki AE, et al. Variation of CNV distribution in five different ethnic populations. Cytogenet Genome Res. 2007;118:19–30.View ArticlePubMedGoogle Scholar
- White SJ, Vink GR, Kriek M, Wuyts W, Schouten J, Bakker B, et al. Two-color multiplex ligation-dependent probe amplification: detecting genomic rearrangements in hereditary multiple exostoses. Hum Mutat. 2004;24:86–92.View ArticlePubMedGoogle Scholar
- Barba GM, Braun-Heimer L, Rittner C, Schneider PM. A new PCR-based typing of the Rodgers and Chido antigenic determinants of the fourth component of human complement. Eur J Immunogenet. 1994;21:325–39.View ArticlePubMedGoogle Scholar
- O’Connell J, Gurdasani D, Delaneau O, Pirastu N, Ulivi S, Cocca M, et al. A general approach for haplotype phasing across the full spectrum of relatedness. PLoS Genet. 2014;10:e1004234.View ArticlePubMedPubMed CentralGoogle Scholar
- Higgins JPT, Thompson SG. Quantifying heterogeneity in a meta-analysis. Stat Med. 2002;21:1539–58.View ArticlePubMedGoogle Scholar
- Wouters D, van Schouwenburg P, van der Horst A, de Boer M, Schooneman D, Kuijpers TW, et al. High-throughput analysis of the C4 polymorphism by a combination of MLPA and isotype-specific ELISA’s. Mol Immunol. 2009;46:592–600.View ArticlePubMedGoogle Scholar
- Yu CY, Belt KT, Giles CM, Campbell RD, Porter RR. Structural basis of the polymorphism of human complement components C4A and C4B: gene size, reactivity and antigenicity. EMBO J. 1986;5:2873–81.PubMedPubMed CentralGoogle Scholar
- Dodds AW, Ren XD, Willis AC, Law SK. The reaction mechanism of the internal thioester in the human complement component C4. Nature. 1996;379:177–9.View ArticlePubMedGoogle Scholar
- Boteva L, Morris DL, Cortés-Hernández J, Martin J, Vyse TJ, Fernando MMA. Genetically determined partial complement C4 deficiency states are not independent risk factors for SLE in UK and Spanish populations. Am J Hum Genet. 2012;90:445–56.View ArticlePubMedPubMed CentralGoogle Scholar
- Yang Y, Chung EK, Wu YL, Savelli SL, Nagaraja HN, Zhou B, et al. Gene copy-number variation and associated polymorphisms of complement component C4 in human systemic lupus erythematosus (SLE): low copy number is a risk factor for and high copy number is a protective factor against SLE susceptibility in European America. Am J Hum Genet. 2007;80:1037–54.View ArticlePubMedPubMed CentralGoogle Scholar
- Fernando MMA, Boteva L, Morris DL, Zhou B, Wu YL, Lokki M-L, et al. Assessment of complement C4 gene copy number using the paralog ratio test. Hum Mutat. 2010;31:866–74.View ArticlePubMedPubMed CentralGoogle Scholar
- Grassmann F, Fritsche LG, Keilhauer CN, Heid IM, Weber BHF. Modelling the genetic risk in age-related macular degeneration. PLoS One. 2012;7:e37979.View ArticlePubMedPubMed CentralGoogle Scholar
- Ersoy L, Ristau T, Hahn M, Karlstetter M, Langmann T, Dröge K, et al. Genetic and environmental risk factors for age-related macular degeneration in persons 90 years and older. Investig Opthalmology Vis Sci. 2014;55:1842.View ArticleGoogle Scholar
- Usher CL, McCarroll SA. Complex and multi-allelic copy number variation in human disease. Brief Funct Genomics. 2015;14:329–38.View ArticlePubMedPubMed CentralGoogle Scholar
- Walport MJ. Complement. Second of two parts. N Engl J Med. 2001;344:1140–4.View ArticlePubMedGoogle Scholar
- Walport MJ. Complement. First of two parts. N Engl J Med. 2001;344:1058–66.View ArticlePubMedGoogle Scholar
- Johnson LV, Ozaki S, Staples MK, Erickson PA, Anderson DH. A potential role for immune complex pathogenesis in drusen formation. Exp Eye Res. 2000;70:441–9.View ArticlePubMedGoogle Scholar
- Yang Y, Chung EK, Zhou B, Blanchong CA, Yu CY, Füst G, et al. Diversity in intrinsic strengths of the human complement system: serum C4 protein concentrations correlate with C4 gene size and polygenic variations, hemolytic activities, and body mass index. J Immunol. 2003;171:2734–45.View ArticlePubMedGoogle Scholar
- Candore G, Modica MA, Lio D, Colonna-Romano G, Listì F, Grimaldi MP, et al. Pathogenesis of autoimmune diseases associated with 8.1 ancestral haplotype: a genetically determined defect of C4 influences immunological parameters of healthy carriers of the haplotype. Biomed Pharmacother. 2003;57:274–7.View ArticlePubMedGoogle Scholar
- Fritsche LG, Chen W, Schu M, Yaspan BL, Yu Y, Thorleifsson G, et al. Seven new loci associated with age-related macular degeneration. Nat Genet. 2013;45:433–9. 439e1–2.View ArticlePubMedGoogle Scholar
- Kopplin LJ, Igo RP, Wang Y, Sivakumaran TA, Hagstrom SA, Peachey NS, et al. Genome-wide association identifies SKIV2L and MYRIP as protective factors for age-related macular degeneration. Genes Immun. 2010;11:609–21.View ArticlePubMedPubMed CentralGoogle Scholar
- Cipriani V, Leung H-T, Plagnol V, Bunce C, Khan JC, Shahid H, et al. Genome-wide association study of age-related macular degeneration identifies associated variants in the TNXB-FKBPL-NOTCH4 region of chromosome 6p21.3. Hum Mol Genet. 2012;21:4138–50.View ArticlePubMedPubMed CentralGoogle Scholar
- Anderson DH, Radeke MJ, Gallo NB, Chapin EA, Johnson PT, Curletti CR, et al. The pivotal role of the complement system in aging and age-related macular degeneration: hypothesis re-visited. Prog Retin Eye Res. 2010;29:95–112.View ArticlePubMedPubMed CentralGoogle Scholar
- Feng Y, Wang Y, Li L, Wu L, Hoffmann S, Gretz N, et al. Gene expression profiling of vasoregression in the retina—involvement of microglial cells. PLoS One. 2011;6:e16865.View ArticlePubMedPubMed CentralGoogle Scholar
- Newsome DA, Hewitt AT, Huh W, Robey PG, Hassell JR. Detection of specific extracellular matrix molecules in drusen, Bruch’s membrane, and ciliary body. Am J Ophthalmol. 1987;104:373–81.View ArticlePubMedGoogle Scholar
- Flachsbart F, Franke A, Kleindorp R, Caliebe A, Blanché H, Schreiber S, et al. Investigation of genetic susceptibility factors for human longevity—a targeted nonsynonymous SNP study. Mutat Res. 2010;694:13–9.View ArticlePubMedGoogle Scholar
- Kramer J, Fülöp T, Rajczy K, Nguyen AT, Füst G. A marked drop in the incidence of the null allele of the B gene of the fourth component of complement (C4B*Q0) in elderly subjects: C4B*Q0 as a probable negative selection factor for survival. Hum Genet. 1991;86:595–8.View ArticlePubMedGoogle Scholar
- Hughes AE, Orr N, Esfandiary H, Diaz-torres M, Goodship T, Chakravarthy U. A common CFH haplotype, with deletion of CFHR1 and CFHR3, is associated with lower risk of age-related macular degeneration. Nat Genet. 2007;38:1173–8.View ArticleGoogle Scholar
- Fritsche LG, Loenhardt T, Janssen A, Fisher SA, Rivera A, Keilhauer CN, et al. Age-related macular degeneration is associated with an unstable ARMS2 (LOC387715) mRNA. Nat Genet. 2008;40:892–6.View ArticlePubMedGoogle Scholar
- Stuart PE, Hüffmeier U, Nair RP, Palla R, Tejasvi T, Schalkwijk J, et al. Association of β-defensin copy number and psoriasis in three cohorts of European origin. J Invest Dermatol. 2012;132:2407–13.View ArticlePubMedPubMed CentralGoogle Scholar
- Bay JT, Schejbel L, Madsen HO, Sørensen SS, Hansen JM, Garred P. Low C4 gene copy numbers are associated with superior graft survival in patients transplanted with a deceased donor kidney. Kidney Int. 2013;84:562–9.View ArticlePubMedGoogle Scholar