Genome-Wide Linkage Scan of a Large Family with IgA Nephropathy Localizes a Novel Susceptibility Locus to Chromosome 2q36
Andrew D. Paterson*,,
Xiao-Qing Liu*,
Kairong Wang,,
Riccardo Magistroni,||,
Xuewen Song,,
Joanne Kappel¶,
Judith Klassen¶,
Daniel Cattran,
Peter St. George-Hyslop and
York Pei,
* Program in Genetics and Genome Biology, Hospital for Sick Children, Department of Public Health Sciences and Divisions of Nephrology and Genomic Medicine, University of Toronto, Toronto, Ontario, Canada; || Division of Nephrology, University of Modena and Reggio Emilia, Modena, Italy; and ¶ Division of Nephrology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
Correspondence: Dr. York Pei, Division of Nephrology, University Health Network, 8N838, 585 University Avenue, Toronto, Ontario, Canada M5G 2N2. Phone: 416-340-4257; Fax: 416-340-4999; E-mail: york.pei{at}uhn.on.ca
Received for publication February 26, 2007.
Accepted for publication April 30, 2007.
IgA nephropathy (IgAN) is the most common glomerulonephritisworldwide and an important cause of ESRD. Familial clusteringof cases suggests genetic predisposition to this disease. Tworecent genome-wide studies in IgAN have identified a major susceptibilitylocus on chromosome 6q22 (IGAN1) and two additional loci withsuggestive linkage signals on chromosomes 4q26–31 and17q12–22. A large four-generation family with 14 affectedindividuals has been clinically ascertained and excluded fromlinkage to these loci. A genome-wide linkage scan was performedon this family with GeneChip Mapping 10K 2.0 Arrays using an"affected-only" strategy. By nonparametric analysis, two regionsof suggestive linkage (multipoint logarithm of odds [LOD] scores>2) were identified on chromosomes 2q36 and 13p12.3. By parametricanalysis (assuming an autosomal dominant inheritance, a diseaseallele frequency of 0.001, phenocopy rate of 0.01, and penetranceof 75%), a significant linkage to chromosome 2q36 (maximum multipointLOD score 3.47) was found. Nine simple sequence repeat markersthen were genotyped in 21 members (included all of the affectedindividuals), and significant linkage to chromosome 2q36 overa region of 12.2 cM (maximum multipoint LOD score 3.46) wasconfirmed. Recombination events in two affected individuals,as detected by haplotype analysis, delineated a critical intervalof approximately 9 cM (equivalent to approximately 7 Mb) betweenD2S1323 and D2S362. Taken together, these data provide strongevidence for a novel disease susceptibility locus for familialIgAN.
IgA nephropathy (IgAN; MIM 161950; http://www.ncbi.nim.gov/Omim)is the most common primary glomerulonephritis worldwide andan important cause of ESRD in developed countries.1–7Typically, it presents in young adults with persistent microscopichematuria and low-grade proteinuria. Although episodic grosshematuria ("coca-cola" color urine) may occur in some patientsshortly after a viral infection, most remain clinically asymptomaticuntil they have developed chronic kidney failure.1,2 IgAN isgenerally a slowly progressive disease: Between 10 to 15% and20 to 35% of patients will develop ESRD at 10 and 20 yr fromthe time of diagnosis, respectively.8 Risk factors associatedwith disease progression include male gender, renal insufficiency,high-grade proteinuria, and severe hypertension.2,8 In patientswho had ESRD and underwent renal transplantation, IgAN recurredin approximately 50% of allografts.1,9,10 Conversely, disappearanceof IgA deposits had been documented in donor kidneys with IgANwithin weeks after they were inadvertently transplanted intorecipients with other renal diseases.10 Although IgAN is thoughtto be a systemic disorder of mucosal immunity, its pathobiologyremains largely unknown. Nonspecific measures such as BP controlwith an angiotensin-converting enzyme inhibitor or angiotensinreceptor blocker and fish oil treatment are recommended as therapeuticoptions to delay the progression of this disease.1,2
Familial clustering of IgAN has been well documented.11–15In a recent family study of patients with biopsy-proven IgAN,a recurrence risk () of approximately 16 (95% confidence interval[CI] 6 to 48) was noted in the first-degree relatives and of2.4 (95% CI 0.7 to 7.9) in the second-degree relatives.13,14In addition, two genome scans of familial IgAN have identifieda major susceptibility locus on chromosome 6q22 (IGAN1) andtwo additional loci with suggestive linkage signals on chromosomes4q26–31 and 17q12–22.16,17 Taken together, thesedata suggest a genetic predisposition to IgAN, albeit with incompletepenetrance.13,14,16,17 In this study, we report strong evidenceof linkage from the genome scan of a large multiplex familywith IgAN implicating a novel susceptibility locus on chromosome2q36.
Clinical Ascertainment
IgAN6 is a large Canadian family of German-Austrian descentwith no history of consanguinity (Figure 1). Two members ofthis family (ID 2110 and 2168) were previously known to havebiopsy-proven IgAN and ESRD. Of the remaining 23 at-risk relativesclinically ascertained, 12 were also considered affected (Table 1).Of interest, episodic gross hematuria occurring shortly aftera viral infection, a clinical feature highly suggestive of IgAN,was present in four affected members. There was no history ofhearing loss and any disease that may be associated with secondaryIgAN (systemic lupus erythematosus, gluten enteropathy, cirrhosis,and HIV infection) in the affected individuals.10 Consistentwith previous reports of familial IgAN, multigeneration andmale-to-male transmission in IgAN6 suggest that an autosomaldominant inheritance is most likely. Variable severity is notedin IgAN6, with three of the older members (ID 2113, 2269, and2138) having milder disease than some of the younger members(ID 2168, 2110, 2109, 2136, and 2111).
Figure 1. Pedigree structure of IgAN6. Multigeneration and the presence of male-to-male transmission in IgAN6 suggest an autosomal dominant inheritance. Affected individuals are denoted by filled symbols; unknown and unaffected individuals are denoted by open symbols. The slanted T symbol denotes individuals who have been clinically ascertained. The age at clinical assessment is in parentheses.
Table 1. Clinical findings of affected individualsa
Power Calculation
We performed linkage simulation studies by SLINK using the familystructure and affection status of IgAN6 to estimate the powerof this pedigree to detect a linkage signal.18,19 Only affectedindividuals were considered, and all other individuals werecoded as unknown. On the basis of the same model previouslyused to map the IGAN1 locus (i.e., dominant inheritance, diseaseallele frequency of 0.001, and phenocopy rate of 0.01),16 weestimated the power of this family under different penetrancesand recombination rates (; Table 2). For a genome scan withsimple sequence repeat (SSR) markers at approximately 10-cMinterval, IgAN6 is expected to yield average logarithm of odds(LOD) scores of 2.4 to 2.9 and maximal LOD scores of 3.65 to3.87 at of 0, with penetrances between 75 and 100%.
Linkage Analysis
Using SSR markers, we genotyped and excluded IgAN6 from linkageto chromosomes 6q22, 4q26–31, and 17q12–22 (datanot shown). Of the 25 clinically ascertained individuals inthis pedigree, four younger at-risk individuals (ID 2142, 2137,2115, and 2147) whose disease status was indeterminate wereexcluded from any further genotyping (Figure 1). We genotypedthe remaining 21 family members using GeneChip Mapping 10K 2.0Arrays (Affymetrix, Santa Clara, CA), which have been shownto provide similar or better power to detect linkage as a genomescan with SSR markers at approximately 10-cM interval.20 Becauseof computational limitations for multipoint linkage analysis,three unaffected individuals (ID 2121, 2139, and 2117) wereexcluded from the genome-wide linkage analysis. The removalof these three individuals would not affect the results of the"affected-only" linkage analysis used for this study (see thenext paragraph). On average, the present call rate for all ofthe arrays used in this study was approximately 94%. Genotypeswith Mendelian and non-Mendelian inconsistencies were <1%and were removed from the analysis.
The results of our "affected-only" genome-wide linkage scanare shown in Supplementary Figure 1. Multipoint nonparametriclinkage analysis identified two loci with suggestive linkage(LOD scores >2) on chromosomes 2q36 and 13q12.3 (SupplementaryFigure 1, top). By parametric linkage analysis, the maximalmultipoint LOD scores at these loci were 3.47 and 2.97, respectively,under the assumption of autosomal dominant inheritance, diseaseallele frequency of 0.001, phenocopy rate of 0.01, and penetranceof 75% (Supplementary Figure 1, bottom). The linkage signaldetected on chromosome 2q36 was due to 12 single-nucleotidepolymorphisms (SNP) spanning approximately 6.5 Mb, all of whichyielded significant multipoint LOD scores (>3.3; Figure 2).By contrast, the linkage signal on chromosomes 13q12.3 was dueto four SNP spanning approximately 600 kb, which yielded maximalmultipoint LOD scores of 2.6 to 2.97.
Figure 2. "Affected-only" multipoint parametric linkage plot of chromosome 2 from the GeneChip Mapping 10K 2.0 genome scan. This is an enlarged view of the information content and logarithm of odds (LOD) score plot on chromosome 2 from the bottom panel of Supplementary Figure 1. A maximal LOD score of approximately 3.5 was obtained at chromosome 2q36. The gray lines at –2.0 and 3.0 are classical criteria for exclusion and significant linkage, respectively.
Using nine closely spaced SSR markers, we genotyped 21 membersof IgAN6 at the region of linkage identified by the genome scanon chromosome 2q36. Consistent with the genome scan results,pair-wise affected-only analysis yielded suggestive evidenceof linkage (LOD scores of 2.6 to 3.0 and nonparametric linkagescores of 6.6 to 9.2; P < 0.002) for three markers (D2S2228,D2S2390, and D2S1363). Multipoint affected-only analysis usingthese model parameters yielded a maximal LOD score of 3.46 atD2S2228 and D2S2390 and significant LOD scores (>3.3) overan approximately 5.5-cM region. The "LOD-1" support intervalflanked by D2S424 and D2S362 is approximately 12.2 cM (Figure 3).Haplotype analysis in IgAN6 revealed a putative disease haplotype5-2-2-5-3-4-1-5-5 on chromosome 2q36 that co-segregated withdisease in all 14 affected individuals (Figure 4). In addition,we found two recombinants in affected individuals 2168 and 2108,which further delineate a critical interval of approximately9 cM (or equivalent to approximately 7 Mb) between D2S1323 andD2S362.
Figure 3. Affected-only multipoint parametric analysis of simple sequence repeat (SSR) markers at chromosome 2q36. Markers D2S2228, D2S2390, and D2S1363 yielded a maximal LOD score of 3.46. The "LOD-1" support interval is flanked by markers D2S424 and D2S362, which define a 12.2-cM interval (or 8.4 Mb). The deCode genetic map was used to estimate the genetic interval, and the National Center for Biotechnology Information Human Reference Genome Sequence (Build 36.1) was used to estimate the physical distance between markers.
Figure 4. Haplotype analysis of SSR on chromosome 2q36. The putative disease haplotype 5-2-2-5-3-4-1-5-5 co-segregates with all of the affected individuals. Intermarker recombination events are denoted by x. Recombinations within the putative disease haplotype in individuals 2168 and 2108 delineate a critical interval of approximately 9 cM (or approximately 7 Mb) between D2S1323 and D2S362. The deCode genetic map was used to estimate the genetic interval, and the National Center for Biotechnology Information Human Reference Genome Sequence (Build 36.1) was used to estimate the physical distance between markers.
CCL20 Mutation Screening
Using the UCSC Human Genome Browser (March 2006 Assembly; http://www.genome.ucsc.edu/cgi-bin/hgGateway),we identified at least 22 annotated and 17 nonannotated genesin this region but only CCL20 as a biologic candidate gene forIgAN (see the Discussion section and Table 3). We amplifiedthe promoter region and all four exons of CCL20 by PCR and thensequenced the amplicons from one affected individual with biopsy-provenIgAN (ID 2110) and one unaffected spousal control subject (ID2114) using genome DNA as templates. We found a single baseinsertion-deletion polymorphism (rs11422779) on intron 1 inboth the patient and the control subject but no pathogenic mutations.
Familial clustering of cases and two recent genome-wide linkagestudies have strongly implicated a genetic predisposition toIgAN.11–17 However, the genetics of familial IgAN is complicatedby incomplete penetrance and locus heterogeneity. In additionto a major susceptibility locus on chromosome 6q22 (IGAN1),two loci with suggestive linkage signals have been mapped tochromosomes 4q26–31 and 17q12–22.16,17 More recentdocumentation of a large extended family with IgAN that wasunlinked to all of the reported loci (including the loci identifiedin this report) suggests further evidence for locus heterogeneity.21In this study, we presented a large multiplex family with IgANsegregating as an autosomal dominant trait. The variable anddiscordant disease severity noted among affected family memberssuggests that the disease may be modified by additional geneticand/or environmental factors.
In our affected-only genome-wide linkage analysis, we detecteda significant linkage signal on chromosome 2q36 by parametricanalysis, which also modeled for both phenocopies and incompletepenetrance.16 The maximal multipoint parametric LOD score atchromosome 2q36 was approximately 3.5, which exceeds the genome-widethreshold recommended for significant linkage and matched withthe predicted maximal LOD score from our simulation studies.22These data thus provide strong evidence for a novel locus forfamilial IgAN (Figure 2). Multipoint parametric analysis withSSR markers was concordant with the SNP-based analysis and showsthat the LOD score peaked at markers D2S2228, D2S2390, and D2S1363.The "LOD-1" support interval, flanked by markers D2S424 andD2S362, define a 12.2-cM interval (or 8.4 Mb; Figure 3). Haplotypeanalysis also supports the localization of this novel locuswithin the specified interval and further delineates a criticalinterval of approximately 9 cM (or approximately 7 Mb) betweenD2S1323 and D2S362 (Figure 4).
Using the UCSC Human Genome Browser (March 2006 Assembly), weidentified at least 22 annotated and 17 nonannotated genes inthis region (see Table 3). Among the annotated genes, CCL20seems to be the only obvious biologic candidate gene for immunologicdisorders.23–27 CCL20 (also called macrophage inflammatoryprotein 3-) is a -chemokine expressed by keratinocytes and pulmonaryand intestinal epithelial cells.23,24 It is a specific ligandfor the chemokine receptor CCR6, which is expressed on mostB cells, effector/memory T cells, and dendritic cells.23,24CCR6 signaling is responsible for chemoattraction of these cellsunder homeostatic and inflammatory conditions. Of interest,CCR6 signaling also regulates intestinal mucosal immunity. Specifically,CCR6–/– knockout mice exhibited underdeveloped gutassociated lymphoid tissue, altered composition of T cells anddendritic cells in the intestinal submucosal region, and impairedIgA production in response to oral antigen challenge and tothe enteropathic rotavirus infection.25–27 These animalsalso exhibited altered dermal contact hypersensitivity and alterationof disease severity in two models of experimental inflammatorybowel disease.26,28 These findings therefore implicate a potentialrole for CCL20 in IgAN as well. However, we did not find anypotentially pathogenic mutation in the promoter region, codingsequence, and splice junctions of this gene. COL4A3 and COL4A4,two other genes in the critical region, are also of interestbecause mutations of either gene cause an autosomal recessiveform of Alport syndrome.29 More recent studies suggest thatheterozygous carriers of COL4A3 or COL4A4 mutations may developthin basement membrane nephropathy, which can segregate as adominant trait.30 However, thin basement membrane disease isa benign nonprogressive disorder associated with low-grade hematuriaand is not compatible with the phenotype observed in our family.As seen in most inherited kidney diseases, the pathogenic mutationof our study family may not reside in an obvious biologic candidategene. Therefore, future studies with additional chromosome 2q36-linkedfamilies will be needed to identify informative recombinantindividuals to narrow further the critical interval. Ultimately,the identification of the disease susceptibility gene may requiregene-by-gene screening for potentially pathogenic mutationswithin the critical interval, segregation analysis, and possiblyfunctional analysis of the putative pathogenic variants.
We have presented strong genetic evidence implicating a noveldisease susceptibility locus for IgAN on chromosome 2q36. Additionallinkage studies with multiplex families with IgAN are neededto define the relative contribution of this gene locus in familialforms of IgAN and, possibly, to refine further the criticalinterval. The ultimate identification of the causative genemay provide important insights into the molecular pathobiologyof IgAN. Such knowledge is essential for improving the diagnosticand therapeutic approaches to this disease.
Clinical Ascertainment
Several members of pedigree IgAN6 previously received a diagnosisof IgAN either clinically or by renal biopsy. We ascertainedthe complete pedigree structure of IGAN6 over four generationsand clinically evaluated 22 at-risk or affected individualsand three spouses. All study participants provided their medicalrecords for review and were screened for hematuria, proteinuria,and renal function. Serum creatinine was measured with an autoanalyzer.Estimated GFR, adjusted for age, gender, and body weight, wascalculated using the formula of Cockcroft and Gault.31 We usedthe clinical criteria described by Gharavi et al.16 to assignaffection status. At-risk individuals were classified as affectedwhen they had renal biopsy findings diagnostic of IgAN, whichwas defined pathologically as dominant or co-dominant glomerularstaining for IgA and histologic evidence of mesangial proliferationor expansion.10 In addition, at-risk individuals who had hematuria(more than five red blood cells per high-power field) or proteinuria(3+ on urine dipstick) on at least three separate occasionsor ESRD without other identifiable causes were also consideredas affected. In turn, the severity of chronic kidney diseasein the affected individuals was staged according to their estimatedGFR.32 The affection status of all other at-risk individualswas coded as unknown. All study participants gave informed consent,and in the case of minors, parental consent was obtained. TheHuman Subject Review Board at the University of Toronto approvedthe research protocol used in this study.
DNA Isolation and Genotyping
Genomic DNA was extracted from peripheral blood using the FlexiGeneDNA kit (Qiagen, Mississauga, Ontario, Canada). Genome-widelinkage scan was performed using GeneChip Mapping 10K 2.0 Arrays,33in accordance with the manufacturer's recommendation at theMicroarray Analysis and Gene Expression Facility, Center forApplied Genomics, Hospital for Sick Children (Toronto, Ontario,Canada). In brief, 250 ng of high-quality genomic DNA was digestedwith XbaI (20,000 U/ml), and adaptor Xba sequences were ligatedusing T4 ligase on the digested DNA. After PCR amplificationwith Xba primers (250 µM dNTP, 2.5 mM MgCl2, 0.75 µMof each primer, and 0.1 U/µl of AmpliTaq Gold), ampliconswere processed via MinElute plate with a QIAvac 96 vacuum manifoldand quantified. Twenty micrograms of amplicons was used forthe subsequent steps of fragmentation with DNase I, end labelingwith biotinylated ddATP, and hybridization to the 10K array.Hybridization was detected by streptavidin-phycoerythrin conjugates.Arrays were processed through Affymetrix microfluidics stationwith images obtained by use of the Affymetrix GeneArray scanner2500. Affymetrix Microarray Suite 5.0 software was used to obtainraw microarray feature intensities (raw allele scores), whichwere further processed to derive SNP genotypes. Quality controlsincluded gel electrophoresis after the PCR (2% agarose) andfragmentation (4% agarose) steps. SSR genotyping was performedwith markers selected from the Marshfield and DeCode geneticmaps in the regions of interest using an established protocol.34PCR products were labeled by [32P]-dCTP and analyzed by PAGE.Genotyping of SSR markers was scored by K.W. without any knowledgeof the clinical status of the study subjects, and any ambiguitywas resolved by retyping of the markers.
Mutation Screening of CCL20
We amplified by PCR all of the exons (including 5' untranslatedregion in exon 1, which contains a TATA box, two AP-2 bindingsites, and one SV40 T antigen–binding site) and splicejunctions of CCL20 using DNA from one affected and one unaffectedmember of IGAN6. We selected primers using the software Primer3(http://frodo.wi.mit.edu/) and included in the amplicons 50to 150 bp of intronic sequences flanking each exon. Bidirectionalsequencing of PCR products was used for mutation detection usingan ABI PRISM 3730xl DNA Analyzer (Applied Biosystems, FosterCity, CA). Primer sequences used for the PCR and the expectedsize of the amplicons are shown in Supplementary Table 1. PCRwas performed on GeneAmp PCR System 9700 (Applied Biosystems)in a 50-µl reaction mixture containing 1x PCR buffer (Qiagen),200 µM each of dNTP, 0.5 µM each of primer, 50 ngof genomic DNA, and 0.5 U of HotStarTaq (Qiagen) under the conditionsof denaturation at 94°C for 15 min; 35 cycles of 94°Cfor 30 s, 58°C for 30 s, and 72°C for 1 min; and finalextension at 72°C for 7 min.
Statistical Analyses
To determine the power of IgAN6 in detecting linkage, we performedsimulations of genotypes using SLINK.18,19 We generated a geneticmap for our study by merging the Affymetrix 10K SNP with theRutgers map (http://compgen.rutgers.edu/maps/) by their physicallocation (NCBI build 35) and by interval specific interpolation.35Of the 11,560 Affymetrix SNP, 9756 were placed on the geneticmap. Because linkage disequilibrium between markers could causefalse-positive results when one or both parents were not genotyped36and because of the computational limitations for multipointlinkage analysis, selected markers were used in the genome-widelinkage analysis. The SNP were grouped with more than 0.1 cMbetween the clusters. One SNP with the highest minor allelefrequency from the CEU samples of the HapMap database (http://www.hapmap.org/)was chosen from each cluster, resulting in 4541 SNP being selected.37The mean minor allele frequency of the selected markers was0.31 (SD = 0.14), and the mean intermarker distance was 0.81cM (SD = 0.95 cM). PedCheck was used to detect Mendelian errors,38and Merlin (version 1.0.1; http://www.sph.umich.edu/csg/abecasis/Merlin/)was used to detect non-Mendelian errors.39,40
Multipoint nonparametric and parametric linkage analyses ofSNP were performed by Merlin (version 1.0.1) using an affected-onlystrategy.39,40 The allele frequencies were calculated usingthe genotyped individuals in the family. The nonparametric linkageall statistic method compares the allele sharing among the affectedindividuals with their expected allele sharing, and the Kongand Cox LOD scores were calculated.41 For parametric linkageanalysis, we applied the same genetic model previously usedto map the IGAN1 locus.16 Pair-wise and multipoint affected-onlyparametric linkage analysis of SSR markers was performed byGENEHUNTER (version 2.1_r5 beta; http://www.broad.mit.edu/ftp/distribution/software/genehunter/),42using the previously mentioned genetic model. Haplotype analysiswas performed via visual inspection and confirmed by using GENEHUNTERto identify critical recombination events. A candidate intervalwas considered excluded when two affected individuals withinthe pedigree inherited different haplotypes.
Supported by a Canada Research Chair in Genetics of ComplexDiseases (A.D.P.) and grants from the Canadian Institutes ofHealth Research (MOP67084) and the Lee and Margaret Lau FamilyResearch Fund (Y.P.).
We thank Dr. Michael West (Division of Nephrology, DalhousieUniversity, Halifax, NS, Canada) for informing us about thestudy family. We are indebted to all of the participating membersof IgAN6.
Footnotes
Published online ahead of print. Publication date availableat www.jasn.org.
Supplemental information for this article is available onlineat http://www.jasn.org/.
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