Linkage disequilibrium within the HLA complex does not extend into HLA-DP

It is well known that certain alleles from different loci within the Human Leucocyte Antigen (HLA) complex are in linkage disequilibrium. This linkage phenomenon is relatively well characterized for haplotypes that include specific class I and class II alleles such as HLA-B8 and HLA-DR3. However, the HLA-DP genes are located at the centromeric end of the HLA complex and are less well characterized with regard to linkage disequilibrium. The availability of a large population of healthy subjects and sequence-specific oligonucleotide (SSO) typing enabled us to assess the degree of linkage between HLA-DPB1 and HLA-DQB1 genes. Using the polymerase chain reaction and a series of oligonucleotide probes which define seven DQ beta alleles and twenty DP beta alleles, we studied 180 unrelated, normal Caucasian individuals and found only weak or negative associations between HLA-DPB1 and HLA-DQB1. These data demonstrate that the association between HLA-DQ and DP is weak and also imply that DP extended haplotypes related to particular diseases may not reflect normal associations. Implications of these results might impact on the concept of linkage disequilibrium in general as well as the evolution of the HLA complex. In addition, extensions of this work may have clinical ramifications with regard to bone marrow transplantation and founder effects in certain diseases.     

Acute necrotizing encephalopathy of childhood: a novel form of acute encephalopathy prevalent in Japan and Taiwan

Molecular genotyping for the major histocompatibility complex (MHC) class II loci, HLA-DRB1, -DQB1 and -DQA1, in 100 patients with relapsing/remitting multiple sclerosis (MS) demonstrated an association with the HLA-DR2, DQw6-associated alleles DRB1*1501, DQB1*0602 and DQA1*0102, thereby extending this finding among MS patients in several countries to an Australian population. Analysis by the relative predispositional effect (RPE) method provided no evidence for a second susceptibility allele at either DQA1 or DQB1. However, our data and that of others suggest a negative association with DQA1*0101. Associations were found with DQB1 alleles sharing sequence homology with DQB1*0602, with DQB1 alleles encoding leucine at residue 26 (Leu 26), with DQA1 alleles encoding glutamine at residue 34 (Gln 34) and with Leu 26 plus Gln 34 alleles, but each was shown by two-loci linkage analysis to be secondary to the DRB1*1501, DQB1*0602, DQA1*0102 association. The recently reported negative association with DQA1 alleles encoding phenylalanine at amino acid 25, leucine at amino acid 69 and arginine at amino acid 52 was not found in this study, although there was a trend towards reduced phenylalanine at amino acid 25. The determination at a molecular level of an explanation for the world-wide association with these alleles remains elusive despite major advances in MHC typing.     

Evidence by allelic association-dependent methods for a type 1 diabetes polygene (IDDM6) on chromosome 18q21

Type 1 diabetes is a common polygenic disease. Fine mapping of polygenes by affected sibpair linkage analysis is not practical and allelic association or linkage disequilibrium mapping will have to be employed to attempt to detect founder chromosomes. Given prior evidence of linkage of the Jk-D18S64 region of chromosome 18q12-q21 to type 1 diabetes, we evaluated the 12 informative microsatellite markers in the region for linkage with disease by the transmission disequilibrium test (TDT) in a UK data set of type 1 diabetic families (n = 195). Increased transmission of allele 4 of marker D18S487 to affected children was detected (P = 0.02). Support for this was extended in a total of 1067 families from four different countries by isolating, and evaluating by the TDT, two novel microsatellites within 70 kb of D18S487. Evidence for linkage and association was P = 5 x 10(-5) and 3 x 10(-4), respectively. There was no evidence for increased transmission of associated alleles to nonaffected siblings. Analysis of an additional 390 families by the TDT did not extend the evidence further, and reduced support in the total 1457 families to P = 0.001 for linkage and P = 0.003 for association. However, evidence for linkage by affected sibpair allele sharing was strong (P = 3.2 x 10(-5)) in the second data set. Heterogeneity in TDT results between data sets was, in part, accounted for by the presence of more than one common disease-associated haplotype (allelic heterogeneity) which confounds the analysis of individual alleles by the TDT. Guidelines for strategies for the mapping of polygenes are suggested with the emphasis on collections of large numbers of families from multiple populations that should be as genetically homogeneous as possible.     

Association and linkage of the dopamine transporter gene and attention-deficit hyperactivity disorder in children: heterogeneity owing to diagnostic subtype and severity

Attention-deficit hyperactivity disorder (ADHD) affects approximately 3%-5% of children in the United States. In the current psychiatric nomenclature, ADHD comprises three subtypes: inattentive, hyperactive-impulsive, and combined. In this study, we used four analytic strategies to examine the association and linkage of the dopamine transporter gene (DAT1) and ADHD. Our sample included 122 children referred to psychiatric clinics for behavioral and learning problems that included but were not limited to ADHD, as well as their parents and siblings. Within-family analyses of linkage disequilibrium, using the transmission disequilibrium test (TDT), confirmed the 480-bp allele as the high-risk allele. In between-family association analyses, levels of hyperactive-impulsive symptoms but not inattentive symptoms were related to the number of DAT1 high-risk alleles. Siblings discordant for the number of DAT1 high-risk alleles differed markedly in their levels of both hyperactive-impulsive and inattentive symptoms, such that the sibling with the higher number of high-risk alleles had much higher symptom levels. Within-family analyses of linkage disequilibrium, using the TDT, suggested association and linkage of ADHD with DAT1 and that this relation was especially strong with the combined but not the inattentive subtype. The relation of DAT1 to ADHD increased monotonically, from low to medium to high levels of symptom severity. Our results replicate and extend previous findings of the association between the DAT1 gene and childhood ADHD. This represents one of the first replicated relations of a candidate gene and a psychiatric disorder in children.     

Polymorphism of the beta2-adrenoceptor and the response to long-term beta2-agonist therapy in asthma

DNA-based diagnosis of haemophilia A has previously been carried out by linkage analysis using two highly informative markers, Hind III RFLP and St14 VNTR, for affected Turkish families. In the present study the number and frequency of the microsatellite alleles at introns 13 and 22 in the factor VIII (FVIII) gene were analysed in order to increase the rate of informative females and accuracy of linkage analysis. Six alleles were observed at both loci. The two most frequent alleles of each locus were the same as the two common alleles found in Anglo-Americans. The comparison of heterozygosity of both microsatellite loci showed that the Turkish population is slightly less polymorphic than Anglo-Americans but more polymorphic than Chinese, Slavs and Uzbekians. The additional use of the two microsatellite repeat polymorphisms with the previously established informative markers has been accepted as the most effective strategy in DNA diagnosis by linkage analysis for the assessment of haemophilia A carriers and affected fetuses in the Turkish population. The modifications adopted in this study for the multiplex PCR analysis of the microsatellite repeat polymorphism eliminated the use of radioactivity and sequencing gels, reducing cost and labour.     

The HLA-DQ7 and -DQ8 associations in DR4-positive rheumatoid arthritis patients. A combined analysis of data available in the literature

Several different lines of evidence have demonstrated that inherited susceptibility to rheumatoid arthritis (RA) is associated with the DRB1 genes encoding the HLA-DR4 and HLA-DR1 molecules. A contrasting hypothesis has recently been proposed, suggesting that, in general, the DRB1 locus is associated with protection to RA and that the RA-associated DRB1 alleles are not responsible for the primary disease association but merely permissive for the susceptibility conferred by the HLA-DQ alleles with which they are in linkage disequilibrium. We have performed a critical review of the literature on the HLA association in RA with special emphasis on studies in which both an HLA-DR and -DQ association has been investigated. Our analyses provide strong evidence against the hypothesis that HLA-DQ molecules play a major role in the general susceptibility to RA. Thus, the strongest association in rheumatoid arthritis is with DRB1 genes rather than DQB1 genes.     

The role of ethnicity in cancer susceptibility gene polymorphisms: the example of CYP1A1

Individual susceptibility to cancer from environmental agents may be influenced by polymorphic metabolic genes such as CYP1A1. The CYP1A1 gene contains four major polymorphisms identified to date. A modern nomenclature system, used with other genes, is presented to clarify the identity of these polymorphisms. The various CYP1A1 alleles exhibit population frequencies that depend on ethnicity. The association of these alleles with cancer at several sites has also been found to depend on racial or ethnic origin of the study population. Statistical considerations, such as the need for large studies when the power to detect a rare polymorphism is low, and ethnic differences in genetic linkage disequilibrium are among possible reasons for ethnic-specific effects on cancer susceptibility related to metabolic gene polymorphisms. New efforts to determine population frequencies of such polymorphisms are essential for future research in this area.     

Golli-MBP gene in multiple sclerosis susceptibility

Multiple sclerosis (MS) is an oligo- or polygenic disease but no specific susceptibility genes have been identified so far. In the Finnish population we have previously found evidence for linkage between MS and the myelin basic protein gene (here called Golli-MBP gene) suggesting that either Golli-MBP or another gene in its vicinity contributes to MS suceptibility. Here we have screened the Golli-MBP gene for nucleotide variations and carried out multipoint association analyses in a Finnish case-control data-set as well as in an independent data-set composed of 151 MS families from Finland and Sweden. In both data-sets we found association between MS and alleles in the 1.27 kilobase (kb) range at a tetranucleotide repeat element (TGGA)n which is located 1 kb upstream of the MBP exon 1. Haplotype analyses suggested that the MS-associated 1.27 kb alleles can be split into predisposing and non-predisposing variants and provided evidence that the candidate DNA region contributing to MS susceptibility should be located at the Golli-MBP gene within a 20-25 kb segment that was conserved in the predisposing haplotypes. These findings suggest a role for the Golli-MBP locus in MS susceptibility, at least in a subset of patients, and serve as a basis for highly focused attempts to identify predisposing mutation(s).     

n-3 fatty acids and lipoproteins: comparison of results from human and animal studies

Marker allele-disease association and linkage between a disease locus and a marker locus are two different phenomena. Linkage without evidence of association and association without evidence of linkage are possible observations. Linkage analysis uses marker loci and the phenomenon of recombination to look for disease-related loci which are presumably major contributors to disease expression ("necessary" loci). However, the phenomenon of association is more complex. One explanation for the existence of an association is that there is a "necessary" locus in linkage disequilibrium with a marker locus. Another explanation is that the marker locus itself (or a closely linked locus in linkage disequilibrium with the marker) is a "susceptibility" locus, which increases the probability of contracting the disease but is not necessary for disease expression. Although there are other possible explanations for the existence of an association, these two can lead to different results when family data from a disease showing association are analyzed for linkage between the associated marker and the disease. If the linkage disequilibrium hypothesis is correct, there will be evidence for linkage. If the susceptibility locus hypothesis is correct, there may be strong evidence against linkage. In this work, we explore a method that could indicate whether an association is due to a susceptibility locus or a necessary locus. We show that, by dividing families based on the presence or absence of the associated marker allele in a randomly chosen affected sib, calculating lod scores, and then calculating a heterogeneity statistic, we could distinguish whether linkage data came from a susceptibility locus or a necessary locus.     

Identification of human plasma kallikrein gene polymorphisms and evaluation of their role in end-stage renal disease

Kallikreins are serine proteases that release kinins from kininogens. Kinins, via their effects on cardiovascular and renal function, may be involved in the pathogenesis of hypertension and renal failure. Two groups of kallikreins exist, glandular or tissue kallikrein and plasma kallikrein. In this study, we examined the human plasma kallikrein gene KLK3 to determine whether it contributed to end-stage renal disease (ESRD) susceptibility. We identified two novel polymorphic sequences closely linked to the KLK3 gene, designated KLK3b and KLK3c (heterozygosities: 0.64 to 0.68 and 0.48 to 0.52, respectively). We mapped the KLK3 gene and the marker KLK3c to the long arm of human chromosome 4 between F11 and D4S426 using a radiation hybrid panel. The study population consisted of 142 sibling pairs concordant for ESRD from 121 African American families. The 142 sibling pairs were stratified into 78 pairs with hypertension- and chronic glomerulonephritis-associated ESRD and 64 with non-insulin-dependent diabetes mellitus-associated ESRD. Linkage analyses, using SIBPAL of SAGE, and exclusion analysis, using MAPMAKERS/SIBS, were performed. Linkage analysis of affected sibling pairs did not reveal any evidence of linkage of KLK3 to ESRD in all 142 sib-pairs or in the two stratified subsets. Exclusion analysis indicated that the KLK3 gene could be excluded from contributing to ESRD at a relative risk of 3 when the maximum log of the odds score of -2 was used as the criterion for exclusion. However, an association analysis using the relative predispositional effect technique showed that alleles 7 and 9 of KLK3b were consistently associated with ESRD. Alleles 7 and 9 were present in 11.2% and 10.8% of the 113 unrelated ESRD probands and in 6.6% and 6.6% of the 204 race-matched control subjects without renal disease (allele P=.0041 and .0016, respectively). Alleles 7 and 9 were also present in 13% and 10.4% of the proband's first siblings (allele P=.00014 and .0087, respectively). The association of KLK3b alleles with ESRD raises the possibility that polymorphisms in KLK3 may play a role in ESRD susceptibility. The lack of linkage might reflect our relatively small family set.     

Genome-wide search for asthma susceptibility loci in a founder population. The Collaborative Study on the Genetics of Asthma

Founder populations offer many advantages for mapping genetic traits, particularly complex traits that are likely to be genetically heterogeneous. To identify genes that influence asthma and asthma-associated phenotypes, we conducted a genome-wide screen in the Hutterites, a religious isolate of European ancestry. A primary sample of 361 individuals and a replication sample of 292 individuals were evaluated for asthma phenotypes according to a standardized protocol. A genome-wide screen has been completed using 292 autosomal and three X-Y pseudoautosomal markers. Using the semi-parametric likelihood ratio chi2 test and the transmission-disequilibrium test, we identified 12 markers in 10 regions that showed possible linkage to asthma or an associated phenotype (likelihood ratio P < 0.01). Markers in four regions (5q23-31, 12q15-24.1, 19q13 and 21q21) showed possible linkage in both the primary and replication samples and have also shown linkage to asthma phenotypes in other samples; two adjacent markers in one additional region (3p24.2-22) showing possible linkage is reported for the first time in the Hutterites. The results suggest that even in founder populations with a relatively small number of independent genomes, susceptibility alleles at many loci may influence asthma phenotypes and that these susceptibility alleles are likely to be common polymorphisms in the population.     

A new cavity classification

The role of common variation in the low density lipoprotein (LDL) receptor gene (LDLR) as a determinant of variation in plasma LDL cholesterol in normolipidemic populations is not well established. To address this question, we used both association and linkage analysis to evaluate the relationship between plasma LDL cholesterol and genetic variation in LDLR and in three other candidate genes for lipoprotein metabolism, namely, APOE, PONI, and LPL. We studied a sample of 719 normolipidemic Alberta Hutterites, who comprised 1217 sib pairs. Variation in each of the four candidate genes was significantly associated with variation in plasma LDL cholesterol, but the average effects of the alleles were small. In contrast, sib pair analysis showed that only the LDLR gene variation was linked with variation in plasma LDL cholesterol (P = 0.026). Thus, the common LDLR gene variation was both associated with and linked to variation in plasma LDL cholesterol, suggesting that there is a functional impact of structural variation in LDLR on plasma LDL cholesterol in this study sample. However, the absence of linkage of variation in LDL cholesterol with the other three candidate genes, in particular APOE, is consistent with a lower sensitivity of linkage analysis compared with association analysis for detecting modest effects on quantitative traits. Attributes such as the genetic structure of the study sample, the amount of variance attributable to the locus, and the information content of the marker appear to affect the ability to detect genotype-phenotype relationships using linkage analysis.     

Optimal ascertainment strategies to detect linkage to common disease alleles

Traditionally, extended pedigrees with many affected individuals have been studied for the purpose of detection of linkage. For traits caused by a rare susceptibility allele, this is a productive strategy. However, this sampling strategy may not work well for traits determined by multiple loci in which one or more have common susceptibility alleles. We simulated three single-additive-locus models of inheritance and two-locus models with additive or multiplicative interactions, all with rare or common susceptibility alleles. A trait locus was linked, with no recombination, to a marker locus with four equally frequent alleles. Family structure varied, but the total number of affected individuals was held constant. Two generations of individuals were genotyped. We used three nonparametric affected-sib-pair programs and two nonparametric pedigree-analysis programs to perform linkage analysis. For single-locus, additive, and multiplicative models, we found that, when the susceptibility allele was rare, (frequency .0025), extended pedigrees with first or second cousins had the most power for detection of linkage. However, when the susceptibility allele was common in the single-locus, additive, and multiplicative two-locus models (frequency .25), extended pedigrees were no more powerful than nuclear families. There was also a decrease in power when the pedigrees had a greater number of affected individuals, more so for the single-locus and multiplicative models than for the additive model. We conclude that for single-locus, additive, and multiplicative models of qualitative traits with common alleles, there is no benefit to the collection of extended pedigrees, and there may be a loss of power in the collection of pedigrees with many affected individuals.     

Esophageal mucosal lesions and scleroderma: prevalence, symptoms and risk factors

There is a strong genetic influence on the susceptibility to celiac disease. Although in the vast majority of patients with celiac disease, the HLA-DQ(alpha1*0501, beta1*0201) heterodimer encoded by the alleles HLA-DQA1*0501 and HLA-DQB1*0201 seems to confer the primary disease susceptibility, it cannot be excluded that other genes contribute to disease susceptibility, as indicated by the difference in concordance rates between monozygotic twins and HLA identical siblings (70% vs. 30%). Obviously other genes involved in the genetic control of T cell mediated immune response could potentially influence susceptibility to celiac disease. The density of T cells using the gammadelta T cell receptor (TCR) is considerably increased in the jejunal epithelium of patients with celiac disease, an abnormality considered to be specific for celiac disease. This suggests an involvement of gammadelta T cells in the pathogenesis of the disease. To ascertain whether the TCR delta (TCRD) gene contributes to celiac disease susceptibility we carried out an association study and genetic linkage analysis using a highly polymorphic microsatellite marker at the TCRD locus on chromosome 14q11.2. The association study demonstrated no significant difference in allele frequencies of the TCRD gene marker between celiac disease patients and controls; accordingly, the relative risk estimates did not reach the level of statistical significance. In the linkage analysis, performed in 23 families, the logarithm of the odds (LOD) scores calculated for celiac disease versus the TCRD gene marker excluded linkage, suggesting that there is no determinant contributing to celiac disease status at or 5 cM distant to the analyzed TCRD gene marker. In conclusion, the results of the present study provide no evidence that the analyzed TCRD gene contributes substantially to celiac disease susceptibility.     

Application of a new perchloric acid treatment method to measure endotoxin in both amniotic fluid and cord blood by an endotoxin-specific chromogenic Limulus test in intra-amniotic infection

Many studies have found associations between HLA loci and susceptibility or resistance to both infectious and autoimmune diseases, but often subsequent studies fail to find the same association. Such inconsistencies are not surprising if we consider what is known of the population biology and evolution of HLA genes, especially the consequences of natural selection favouring heterozygosity in the peptide binding regions (PBR) of HLA molecules. Because of past recombination event and/or convergent evolution, alleles that are not closely related in overall sequence may come to resemble each other in the PBR. Because peptide binding is likely to be important for the role of HLA molecules in both infectious and autoimmune disease, a strategy of searching for HLA disease associations that groups alleles in functional categories based on PBR motifs may prove more successful than conventional strategies. Likewise, in developing approaches for molecular typing, it may be advisable to develop methods that group alleles on the basis of shared PBR motifs rather than simply on the basis of shared primer sites in less functionally important regions.     

MHC class II alleles and haplotypes in patients with pemphigus vulgaris from India

Pemphigus vulgaris (PV) is a blistering disease of the skin and mucous membranes characterized by an autoantibody response against a keratinocyte adhesion molecule, desmoglein 3, causing acantholysis and blister formation. We compared high resolution MHC class II alleles and haplotype frequencies (HLA-DRB, DQA1 and DQB1) in 37 patients with PV to 89 haplotypes of normal relatives from New Delhi and Ahmedabad. We found that PV patients had significantly increased frequencies of DRB1*1404 (P < 0.0001), DQA1*0101 (P = 0.001), and DQB1*0503 (P < 0.0001). These associations were due to the increased frequencies of the haplotype HLA-DRB1*1404, DRB3*0202, DQA1*0101, DQB1*0503 in patients compared to control haplotypes (p < 0.0001). Also, patients from Ahmedabad had a significant increase in HLA-DQB1*0302 (p = 0.03). An identical amino acid sequence (Leu-Leu-Glu-Arg-Arg-Arg-Ala-Glu), in positions 67-74 of the beta domain of DRB alleles is restricted to some DR14 alleles. Therefore, there are three possible explanations for class II allele involvement in autoantibody in PV patients with class II haplotypes marked by HLA-DR14. First, the class II alleles could be markers for an unidentified susceptibility gene in linkage disequilibrium with them. Second, the primary association could be with DQB1*0503 and the association with HLA-DR14 alleles would be the result of linkage disequilibrium. Third, the HLA-DRB1 locus susceptibility could involve a specific amino acid sequence in the third hypervariable region shared by several HLA-DR14 alleles.     

Association to HLA-DRB1*08, HLA-DPB1*0301 and homozygosity for an HLA-linked proteasome gene in juvenile ankylosing spondylitis

To assess the role of HLA genes other than those encoding B27 in predisposing to JAS and AAS, we analyzed the distribution of B*4001, as well as the DRB1, DPB1, and LMP2 alleles, using PCR-based techniques in 63 JAS and 44 AAS patients (all B27 positive). The NBMDR (N = 4724) provided a source of controls matched with the patients for B27 (or other markers when necessary). We found an increase of the B*4001, DRB1*08, and DPB1*0301 alleles, as well as the LMP2 b/b genotype (the latter was most pronounced among patients with acute iridocyclitis), in JAS compared to B27-positive controls. The increase of DRB1*08 and DPB1*0301 was due to an increase of DRB1*08 and DPB1*0301 in combination, whereas the association with B*4001 could be due to linkage disequilibrium with LMP2b. None of these associations were detected in AAS. We conclude that in JAS, in addition to the association to B27, there are also weaker but distinct associations to the DRB1*08, DPB1*0301 alleles and homozygosity for LMP2b.     

The relative power of linkage and association studies for the detection of genes involved in hypertension

Hypertension is a common disorder that shows a polygenic mode of inheritance. Attempts to localize genes involved in the disorder have been carried out using both linkage and association tests. The relative merit of these two approaches is reviewed with an assessment of their utility for detecting genes involved in hypertension. Power calculations were carried out following the method of Risch and Merikangas [1], assuming markers were typed across the genome. These show that, if there is a single major locus causing susceptibility, non-parametric linkage strategies using affected sibpairs may well prove very effective. However, if there are a number of genes of small effect, the sample size necessary for linkage studies will be prohibitive and a systematic search for allelic association may be more appropriate. This is due to the dramatic reduction in the excess allele sharing for genes of small effect.     

An increased risk of Crohn's disease in individuals who inherit the HLA class II DRB3*0301 allele

The role of inflammatory T cells in Crohn's disease suggests that inherited variations in major histocompatibility complex (MHC) class II genes may be of pathogenetic importance in inflammatory bowel disease. The absence of consistent and strong associations with MHC class II genes in Caucasian patients with inflammatory bowel disease probably reflects the use of less precise typing approaches and the failure to type certain loci by any means. A PCR-sequence-specific oligonucleotide-based approach was used to type individual alleles of the HLA class II DRB1, DRB3, DRB4, and DRB5 loci in 40 patients with ulcerative colitis, 42 Crohn's disease patients, and 93 ethnically matched healthy controls. Detailed molecular typing of the above alleles has previously not been reported in patients with inflammatory bowel disease. A highly significant positive association with the HLA-DRB3*0301 allele was observed in patients with Crohn's disease (P = 0.0004) but not in patients with ulcerative colitis. The relative risk for this association was 7.04. Other less significant HLA class II associations were also noted in patients with Crohn's disease. One of these associations involved the HLA-DRB1*1302 allele, which is known to be in linkage disequilibrium with HLA-DRB3*0301. These data suggest that a single allele of an infrequently typed HLA class II locus is strongly associated with Crohn's disease and that MHC class II molecules may be important in its pathogenesis.     

Using loss of heterozygosity data in affected pedigree member linkage tests

Linkage analysis can be used to test the hypothesis that a marker locus of known location segregates independently from a presumed disease gene. One way to test this hypothesis is to measure the similarity of marker alleles among pairs of relatives affected with the disease. When the disease under consideration is cancer, it is possible to take advantage of the marker alleles in tumors to revise the similarity measure obtained from the observations made in constitutional tissue. Only cancers that arise through the model of recessive oncogenesis are amenable to this revised analysis. This model postulates that cancer is caused by somatic genetic changes which result in the loss of one or both copies of a normal allele at a tumor suppressor locus. If an individual's inherited genotype is heterozygous at the marker locus, the model of recessive oncogenesis suggests that we may observe loss of constitutional heterozygosity at the marker locus in the tumor. In this report, we how how to incorporate this loss of heterozygosity data into affected pedigree member linkage tests. The revised procedure is illustrated using data obtained from relatives with breast cancer. Substantial improvement in the power to reject the different chromosome hypothesis is obtained when loss of heterozygosity is observed in multiple relatives with the same marker alleles retained in the tumors.