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Population‐based case‐control association studies of primary biliary cirrhosis (PBC) have identified several risk factors that are associated with the disease. These include a personal history of autoimmunity, a family history of PBC, cigarette smoking, use of hair dye or nail varnish, and a history of urinary tract infections.1
There is strong evidence that PBC is a heritable condition. Some 1.33%‐6.4% of PBC patients have a family history of the disease (Table 1).1‐6 The sibling relative risk (λS) for PBC is estimated to be 10.5, which is similar to that of other complex disorders (Table 2).6 It has been shown in large case‐control association studies that having a first‐degree relative (FDR) with PBC is a strong risk factor for developing the disease, with an odds ratio ∼10.1, 7 In a study of eight monozygotic and eight dizygotic twin pairs, the pairwise monozygotic concordance rate for PBC was 0.63 compared with a dizygotic concordance rate of zero.8 Furthermore, up to 15% of FDRs of PBC probands have antimitochondrial antibodies (AMAs) with normal liver biochemistry (asymptomatic AMAs), and up to 20% of FDRs of PBC probands have an autoimmune condition other than PBC.9, 10
Table 1.
Proportion of PBC Patients with a Family History of the Disease
| Reference | Patients with a Family History of PBC | Total Patients | % |
|---|---|---|---|
| Bach and Schaffner2 | 26 | 405 | 6.40 |
| Brind et al.3 | 10 | 736 | 1.33 |
| Floreani et al.4 | 6 | 156 | 3.80 |
| Tsuji et al.5 | 8 | 156 | 5.10 |
| Jones et al.6 | 10 | 157 | 6.40 |
| Gershwin et al.1 | 57a | 1032 | 6.00 |
| Corpechot et al.7 | 8a | 221 | 4.00 |
FDR only.
Table 2.
Heritability of Selected Autoimmune or Immunomediated Disorders, Measured by the Relative Sibling Risk
| Disease | Relative Sibling Risk |
|---|---|
| Primary sclerosing cholangitis | 9‐39 |
| Crohn disease | 5‐35 |
| Type I diabetes mellitus | 15 |
| PBC | 10 |
| Psoriasis | 4‐12 |
| Rheumatoid arthritis | 5‐10 |
| Ulcerative colitis | 6‐9 |
The relative sibling risk (or λS) refers to the risk of disease in siblings of disease probands compared with the risk of disease in the general population.
These observations suggest that PBC is a complex disorder, meaning that it is caused by a complex interaction of genetic and environmental factors. In recent years, there have been major efforts to delineate the genetic architecture of PBC. To date, four genome‐wide association studies and two iCHIP studies of PBC have been reported (Table 3). Altogether, these studies have confirmed the well‐established human leukocyte antigen (HLA) association and identified 27 non‐HLA risk loci for the disease (Table 4).11‐17 Of note, many loci associated with PBC are also associated with other autoimmune conditions (e.g., Sjogren syndrome), suggesting that some autoimmune disorders might have a common genetic basis.
Table 3.
Genome‐Wide Association Studies and iCHIP Studies of PBC
| Discovery Panel | Replication Panel | |||||||
|---|---|---|---|---|---|---|---|---|
| Reference | Description | Countries | Ethnicity | Cases | Controls | SNP Chip | Cases | Controls |
| Hirschfield et al.11 | North American GWAS | Canada, United States | Caucasian | 505 | 1,507 | Illumina Human Hap370 BeadChip | 526 | 1,206 |
| Hirschfield et al.12 | Extended replication study of the North American GWAS | Canada, United States | Caucasian | Discovery panel from North American GWAS | 857 | 3,198 | ||
| Liu et al.13 | Italian GWAS | Italy | Caucasian | 453 | 945 | Illumina 610K (cases) | NA | |
| Illumina 1Mb (controls) | ||||||||
| Liu et al.13 | GWMA of North American and Italian GWAS discovery panels | Italy, Canada | Caucasian | Discovery panels from North American and Italian GWAS | NA | |||
| Mells et al.14 | WTCCC3 GWAS | United Kingdom | Caucasian | 1,840 | 5,163 | Illumina 660W‐Quad array (cases) | 620 | 2,514 |
| Illumina Human1M‐Duo (controls) | ||||||||
| Nakamura et al.15 | Japanese GWAS | Japan | Japanese | 487 | 476 | Affymetrix Axiom Genome‐Wide ASI 1 Array | 787 | 615 |
| Countries | Ethnicity | Cases | Controls | |
|---|---|---|---|---|
| Juran et al.16 | Canada, Italy, US | Caucasian | 2,426 | 5,731 |
| Liu et al.17 | UK | Caucasian | 2,861 | 8,514 |
Abbreviations: GWAS, genome‐wide association study; GWMA, groundwater management area; NA, not available; SNP, single nucleotide polymorphism.
Table 4.
Risk Loci and Candidate Genes for PBC
| Reference | Locus | SNP/RA | OR | P | Candidate Gene(s) in Region |
|---|---|---|---|---|---|
| Hirschfield et al.12 | 1p36 | rs3748816/C | 1.33 | 3.15 × 10−8 | MMEL1 |
| Liu et al.17 | 1p31.3 | rs72678531/G | 1.61 | 2.47 × 10−38 | IL12RB2 |
| Liu et al.17 | 1q31.3 | rs2488393/A | 1.28 | 4.29 × 10−12 | DENND1B |
| Liu et al.17 | 2q32.2 | rs3024921/A | 1.62 | 2.59 × 10−18 | STAT1, STAT4 |
| Liu et al.17 | 3p24.3 | rs1372072/A | 1.20 | 2.28 × 10−8 | PLCL2 |
| Liu et al.17 | 3q13.3 | rs2293370/G | 1.39 | 6.84 × 10−16 | TMEM39A, POGLUT1, TIMMDC1, CD80 |
| Liu et al.17 | 3q25.33 | rs2366643/A | 1.35 | 3.92 × 10−22 | IL12A |
| Liu et al.17 | 4q24 | rs7665090/C | 1.26 | 8.48 × 10−14 | MANBA, NFKB1 |
| Liu et al.17 | 5p13 | rs6871748/A | 1.30 | 2.26 × 10−13 | IL7R, CAPSL, SPEF2, UGT3A1 |
| Liu et al.17 | 6p21 | rs7774434/C | 1.57 | 1.30 × 10−48 | HLA region |
| Liu et al.17 | 7p14.1 | rs6974491/A | 1.25 | 4.44 × 10−8 | ELMO1 |
| Liu et al.17 | 7q32 | rs35188261/A | 1.52 | 6.52 × 10−22 | IRF5, TNPO3 |
| Nakamura et al.15 | 9p32 | rs4979462/T | 1.57 | 1.85 × 10−14 | TNFSF15 |
| Mells et al.14 | 11q13 | rs538147/G | 1.23 | 2.06 × 10−10 | RPS6KA4 |
| Liu et al.17 | 11q23.3 | rs80065107/A | 1.39 | 7.20 × 10−16 | CXCR5, DDX6 |
| Nakamura et al.15 | 11q23 | rs4938534/A | 1.38 | 3.27 × 10−8 | POU2AF1 |
| Liu et al.17 | 12p13.2 | rs1800693/G | 1.27 | 1.18 × 10−14 | TNFRSF1A, LTBR, SCNN1A |
| Liu et al.17 | 12q24 | rs11065979/A | 1.20 | 2.87 × 10−9 | ATXN2, BRAP, SH2B3 |
| Juran et al.16 | 13q14 | rs3862738/G | 1.33 | 2.18 × 10−8 | TNFSF11 |
| Liu et al.17 | 14q24 | rs911263/T | 1.26 | 9.95 × 10−11 | RAD51B |
| Mells et al.14 | 14q32 | rs8017161/A | 1.22 | 2.61 × 10−13 | TNFAIP2 |
| Liu et al.17 | 16p13.13 | rs12708715/G | 1.29 | 2.19 × 10−13 | SOCS1, CLEC16A, PRM1, PRM2 |
| Liu et al.17 | 16q24.1 | rs11117433/G | 1.26 | 1.41 × 10−9 | IRF8 |
| Liu et al.17 | 17q12 | rs17564829/G | 1.26 | 6.05 × 10−14 | ORMDL3, ZPBP2, GSDMB, IKZF3 |
| Liu et al.17 | 17q21.1 | rs17564829/G | 1.25 | 2.15 × 10−9 | CRHR1, MAPT |
| Liu et al.17 | 19p13.2 | rs34536443/G | 1.91 | 1.23 × 10−12 | TYK2 |
| Liu et al.13 | 19q13.3 | rs3745516/A | 1.46 | 7.97 × 10−11 | SPIB |
| Liu et al.17 | 22q13.1 | rs2267407/A | 1.29 | 1.29 × 10−13 | SYNGR1, PDGFB, RPL3 |
Risk loci were identified at a genome‐wide level of significance in at least one genome‐wide association study or iCHIP study of PBC. For each locus, the results are from the study with strongest evidence of association.
Abbreviations: OR, odds ratio; RA, risk allele; SNP, single nucleotide polymorphism.
Candidate genes at PBC risk loci function at multiple levels of the immune system. It seems that many candidate genes for PBC contribute to innate immune responses and the biological cascade by which a TH1‐type adaptive immune response is (or is not) established (Fig. 1). For example, SPIB, IRF5, and IRF8 each contribute to the development of dendritic cells.18–20 In antigen‐presenting cells (APCs), signaling by pattern recognition receptors is mediated by NF‐κB and IRF5, and negatively regulated by RPS6KA4, while signaling by TNFRSF1A is mediated by NF‐κB and negatively regulated by DENND1B.21‐24 In macrophages, IRF5 promotes differentiation into inflammatory (M1) macrophages that produce IL‐12 and other pro‐inflammatory cytokines.25 Naive CD4+ TH0 cells are activated when the T cell receptor interacts with epitope presented in the peptide‐binding groove of class II HLA on APCs, accompanied by the interaction of various costimulatory molecules, including CD80 and CD86 on APC with CD28 on T cells.26 Activated TH0 cells are driven to differentiate into TH1 cells by IL‐12 interacting with IL‐12R. Signals from IL‐12R are mediated by TYK2 and STAT4 and regulated negatively by SOCS1.27, 28 It is plausible that variants in these genes might affect this cascade and predispose to immune dysregulation and autoimmunity.
Figure 1.

Variants associated with PBC might affect the process by which the TH1 immune response is established. Immature dendritic cells (DC) are activated by interaction of pathogen‐associated molecular patterns (PAMPs) with pattern recognition receptors (PRRs, potentially including CLEC16A). Differentiation into inflammatory DCs is promoted by pro‐inflammatory cytokines such as tumor necrosis factor, which cause increased expression of TNF, IL‐6, IL‐12, and IFN‐γ. Signaling by PRRs is mediated by NF‐κB and IRF5, and negatively regulated by RPS6KA4, while signaling by TNFRSF1A is mediated by NF‐κB and negatively regulated by DENND1B. Naïve CD4+ TH0 cells are activated by interaction of the T cell receptor (TCR) with complementary antigen, presented in the peptide binding groove of class II HLA on APCs, with costimulation by CD80 and CD86 on APC interacting with CD28 on T cells. Differentiation of the activated TH0 cell into TH1 cells is driven by IL‐12, which interacts with IL‐12R. Signals from IL‐12R are mediated by TYK2 and STAT4, which are negatively regulated by SOCS1. In turn, TH1 cells produce IFN‐γ and TGF‐β, inducing pro‐inflammatory APCs, promoting IL‐12, and suppressing IL‐4, thereby sustaining the TH1 response. Adapted with permission from Genetics of Primary Biliary Cirrhosis. Copyright 2013, John Wiley & Sons Ltd.
Genetic factors undoubtedly contribute to the etiology of PBC; however, PBC and other complex disorders cannot be explained by genetic factors alone. Environmental factors are also important. In particular, it has been proposed that micro‐organisms (such as Escherichia coli or Novosphingobium aromaticivorans) or xenobiotics (such as synthetic constituents of cosmetics) might be the environmental trigger for PBC.
Molecular mimicry is generally proposed to be the mechanism by which micro‐organisms induce disease in susceptible individuals. By this mechanism, prokaryotic antigens homologous to human pyruvate dehydrogenase complex E2 subunit (PDC‐E2) stimulate an adaptive immune response that cross‐reacts with self–PDC‐E2, initiating the disease process.29 Xenobiotics may trigger disease in a similar fashion. Xenobiotics are metabolically activated to electrophilic intermediates that form covalent adducts with proteins. Autoimmunity may occur if the xenobiotic/self‐protein adduct is immunogenic. Autoimmunity may persist after exposure to the xenobiotic has ceased if the immune response cross‐reacts with the original, unaltered self‐protein.30
In support of this hypothesis, it has been shown that AMAs and T cells against human M2 antigens cross‐react with antigens from E. coli and vice versa.31 Similarly, it has been shown that human AMAs cross‐react with antigens from N. aromaticivorans, while susceptible mice inoculated with N. aromaticivorans have been shown to develop a PBC‐like disease.32 Furthermore, it has been shown that inoculation of guinea pigs or mice with xenobiotics such as 6‐bromohexanoate or 2‐octynoic acid leads to a persistent PBC‐like illness.33
Of note, it has also been proposed that PBC might be caused by direct infection of liver cells by a human β‐retrovirus closely related to mouse mammary tumor virus. However, this theory is controversial.34
The microbiome might also contribute to development of PBC and other autoimmune conditions. The microbiome refers to all of the micro‐organisms that normally inhabit environmentally exposed surfaces (such as the skin, mouth, large bowel, and vagina). It has been shown that the microbiome influences development of the immature immune system as well as immune responses of the mature immune system.35 Significant changes in the composition of the microbiome (“dysbiosis”) might therefore lead to immune dysregulation and predispose to autoimmunity. Indeed, dysbiosis has been linked to type I diabetes mellitus, inflammatory bowel disease, and psoriasis.36
It is plausible that the genome, microbiome, and molecular mimicry are linked. For example, a high‐risk genome or high‐risk microbiome may render the individual more susceptible to autoimmunity, and the autoimmune process may finally be triggered by exposure to a bacterial or xenobiotic mimetope of PDC‐E2. Exposure to a mimetope may be unnecessary if genetic variants and/or dysbiosis lead to immune dysregulation sufficient to cause spontaneous loss of tolerance to PDC‐E2 and other self‐antigens. The relationship between the genome and microbiome is an exciting subject for research in the near future.
Abbreviations
- AMA
antimitochondrial antibody
- APC
antigen‐presenting cell
- FDR
first‐degree relative
- PBC
primary biliary cirrhosis.
Potential conflict of interest: Nothing to report.
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