Association Study of SLCO1B3 and ABCC3 Genetic Variants in Gallstone Disease
by
Bolesław Banach
1, 
Andrzej Modrzejewski
2,
Zygmunt Juzyszyn
1,
Mateusz Kurzawski
3,
Tomasz Sroczynski
1 and
Andrzej Pawlik
1,* 1
Department of Physiology, Pomeranian Medical University in Szczecin, 70-111 Szczecin, Poland
2
Clinical Department of General Surgery, Pomeranian Medical University in Szczecin, 70-111 Szczecin, Poland
3
Department of Experimental and Clinical Pharmacology, Pomeranian Medical University, 70-111 Szczecin, Poland
*
Author to whom correspondence should be addressed.
Genes 2022, 13(3), 512; https://doi.org/10.3390/genes13030512
Submission received: 8 February 2022
/
Revised: 4 March 2022
/
Accepted: 9 March 2022
/
Published: 14 March 2022
(This article belongs to the Section Human Genomics and Genetic Diseases)
Abstract
:There is growing evidence that gallstone formation may be genetically determined. Recent studies have shown that polymorphism of genes encoding proteins involved in bile acid transport may be associated with the risk of gallstone disease. The aim of this study was to investigate the association between SLCO1B3 (rs4149117:G>T, rs7311358:A>G) and ABCC3 (rs4793665:T>C, rs11568591:G>A) genetic variants and susceptibility to cholesterol gallstone disease, as well as gallstone composition. The study included 317 patients suffering from cholelithiasis who underwent cholecystostomy and 249 controls with no evidence of stones, confirmed by ultrasound examination. There were no statistically significant differences in the distribution of studied gene polymorphisms between patients with gallstone disease and healthy controls. No significant associations were observed between studied genotypes and the content of analyzed gallstone components: total cholesterol, bilirubin, CaCO3, nor the total bile acids. There was also no association between bile acid content in gallstones and the polymorphisms studied. The results of this study suggest that polymorphisms of SLCO1B3 and ABCC3 genes are not a valuable marker of gallstone disease susceptibility and do not influence gallstone composition.
1. Introduction
Cholelithiasis is one of the most common gastroenterological illnesses. In Europe and the United States, it affects 10 to over 20% of the population [1]. There are many identified environmental risk factors for gallstone disease (GSD). The most important are: age, gender, diet, obesity, hyperlipidemia, diabetes, elevated estrogen levels, pregnancy, liver cirrhosis and hemolytic disease [2]. The role of genetic factors in the disease pathogenesis is widely discussed. Observations proving the occurrence of GSD in humans of different geographic regions, different ethnic groups, within families, and in monozygous and heterozygous twins directly indicate the presence of genetic conditions. The contribution of genetic factors in the pathogenesis of GSD is estimated to be from about 20% to over 40% [3]. Monogenic predisposition has been described in carriers of rare mutations in phosphatidylcholine transporter (ABCB4) and cholesterol transporter (ABCB11) genes [4,5], and more recently, a common gene polymorphism in ABCG8 was associated with cholesterol gallstone disease [6].
The primary cause of gallstone disease is cholesterol oversaturation of the bile, induced by hypersecretion of biliary cholesterol or decreased secretion of bile salts [7,8]. Hepatic uptake of bile acids is mediated by high-affinity Na+-dependent bile salt transporter (NTCP, encoded by SLC10A1) and a family of multispecific organic anion transporters (OATPs) [9]. In humans, three liver-specific OATPs expressed in basolateral membrane of hepatocytes, OATP1A2 (encoded by SLCO1A2), OATP1B1 (SLCO1B1) and OATP1B3 (SLCO1B3), are responsible for Na+-independent uptake of bile acids. In addition to the uptake system, the basolateral membrane also contains efflux pumps, MRP3 (ABCC3) and MRP4 (ABCC4), responsible for ATP-dependent efflux of biliary constituents into portal blood. The expression of MRPs is normally observed in hepatocytes at a very low level, but is significantly up-regulated in cholestasis [10,11]. Among those transporters, SLCO1B3 and ABCC3 revealed functional genetic polymorphism, influencing protein expression, and potentially affecting the hepatic uptake of bile salts. Two common single-nucleotide polymorphisms (SNPs) within SLCO1B3, affecting the OATP1B3 amino acid sequence, were described: rs4149117:G>T in exon 3, resulting in 112Ser>Ala change, and rs7311358:A>G in exon 6, leading to 233Met>Ile amino acid substitution. Both SNPs are in high linkage in Caucasians, i.e., two missense polymorphisms produce a variant haplotype [12]. Polymorphic alleles of ABCC3 were shown to influence the transport rate of some, but not all, OATP1B3 substrates [13,14,15]. A common promoter polymorphism was described in ABCC3 gene (rs4793665:T>C in position −211) and associated with altered hepatic MRP3 mRNA expression [16], whereas among SNPs altering amino acid sequence, rs11568591:G>A in exon 27 (1297Arg>His) appears with relatively high frequency in Caucasians [17].
The aim of this study was to investigate the association between SLCO1B3 (rs4149117:G>T, rs7311358:A>G) and ABCC3 (rs4793665:T>C, rs11568591:G>A) genetic variants and susceptibility to cholesterol gallstone disease, as well as gallstone composition.
2. Patients and Methods
2.1. Patients
This study included 317 patients (232 women and 85 men) diagnosed with cholelithiasis, who underwent cholecystectomy in years 2018–2019 at the Department of Surgery, Pomeranian Medical University, Szczecin, Poland, and 249 healthy individuals (131 women, 118 men) with no evidence of gallstones, confirmed by ultrasound examination, as the control group. The stones were proven to be cholesterol-type gallstones by chemical analysis, showing cholesterol concentration over 70%. The study was approved by the ethics committee at Pomeranian Medical University, Szczecin, Poland (KB-0009/18/07), and written informed consent was obtained from all subjects.
2.2. Genotyping
Patients were genotyped for the presence of two functional SNPs in ABCC3 gene (rs4793665:C>T in position −211 of promoter sequence, and rs11568591:G>A in exon 27, resulting in 1297Arg>His amino acid substitution) and two SNPs in SLCO1B3 (rs4149117:T>G in exon 3 −112Ser>Ala, and rs7311358:G>A in exon 6 −233Met>Ile). Genomic DNA was extracted from 200 µL of whole-blood samples using GeneMATRIX Quick Blood DNA Purification Kit (EURx, Gdańsk, Poland) (catalog number: E3565-02). The allelic discrimination TaqMan real-time PCR assays (Assay IDs: C__27829307_10, C__31810858_20, C__25639181_40, C__25765587_40) (Applied Biosystems, Bedford, MA, USA) (catalog numbers: 4351376 and 4362691) were used for detection of the studied SNPs. Fluorescence data were captured using an ABI PRISM 7500 FAST Real-Time PCR System (Applied Biosystems, Bedford, MA, USA), after 40 cycles of PCR.
2.3. Analysis of Gallstone Composition
During cholecystectomy, gallstones were collected from the gall bladder for analysis. The gallstones were washed with distilled water, dried in a desiccator and powdered with a mortar. Two probes (100 mg) of each stone were dissolved in 10 mL of DMSO with tert-butyl ester (8:2). Extraction was conducted for 24 h in a thermostated shaker (25 °C). The following analyses were performed on the obtained extract: total bile acids (enzymatic kit, Merck), Darmstadt, Germany, bilirubin and total cholesterol (Biosystem diagnostic tests) and bile acid composition. Bile acids were analyzed by high-pressure liquid chromatography (HPLC) with UV-VIS detector. The following bile acids were analyzed: cholic acid (CA), chenodeoxycholic acid (CDCA), taurocholic acid (TCA), lithocholic acid (LCA), glycochenodeoxycholic acid (GCDCA), glycocholic acid (GCA), and taurochenodeoxycholic acid (TCDCA).
2.4. Statistical Analysis
The consistency of the genotype distribution with Hardy–Weinberg equilibrium (HWE) was assessed using the Fisher exact test. The genotype and allele distributions were compared between groups using the chi-squared test and the Fisher exact test. The distribution of quantitative parameters of gallstone components differed significantly from the normal distribution (Shapiro–Wilk test), so they were compared between groups using the non-parametric Kruskal–Wallis test and the Mann–Whitney test, p < 0.05 was considered statistically significant. Statistical analysis was performed using Statistica 13.3 software.
3. Results
Clinical characteristics of patients and control subjects are shown in Table 1. The distribution of all analyzed SNPs, i.e., rs4793665:C>T and rs11568591:G>A in ABCC3 as well as rs4149117:T>G and rs7311358:G>A in SLCO1B3, was in concordance with Hardy-Weinberg equilibrium. There were no statistically significant differences in the distribution of studied gene polymorphisms between patients with gallstone disease and healthy controls (Table 2).
The composition of gallstones was analyzed in 51 patients. The components of gallstones were compared between the ABCC3 and SLCO1B3 genotypes. There were no statistically significant differences in the analyzed gallstone components of total cholesterol, bilirubin, CaCO3, or total bile acids between patients with different ABCC3 and SLCO1B3 genotypes (Table 3, Table 4 and Table 5). There was also no association between bile acid content in gallstones and the polymorphisms studied (Table 3, Table 4 and Table 5).
There was a total linkage between rs7311358:G>A and rs4149117:T>G in this subgroup of patients.
4. Discussion
Recent studies have shown that polymorphism of genes encoding proteins involved in bile acid transport may be associated with the risk of gallstone disease [6,18,19]. Hence, we decided to analyze in that context the potential role of functional polymorphism in two genes expressed in basolateral membrane of hepatocytes: SLCO1B3 (one of the proteins responsible for Na+-independent uptake of bile acids) and ABCC3 (involved in ATP-dependent bile acids efflux). However, our results show that there is no association between the studied SNPs and GSD. It can be expected that the functional polymorphisms of the transporters studied may affect their substrates, i.e., the bile acid content in the stones. However, substantial variability in gallstone composition between individuals observed in the current study was not related to SLCO1B3 nor ABCC3 genotypes. Negative results suggest that common polymorphisms in SLCO1B3 and ABCC3 genes do not influence the function of the encoded transporters to a large extent, and are not clinically important in the case of gallstone disease. A similar negative conclusion was drawn by Jindal et al. [20] in relation to SLCO1B1 c.388G>A SNP that had been associated with altered plasma concentrations of bile acids [21].
The presence of polymorphisms associated with the risk of developing gallstone disease in humans has been demonstrated in genes encoding plasma transport and catabolism of cholesterol proteins (APOE, APOB, APOA1), and in the cholesterol esters transporter protein gene (CEPT). The APOE polymorphism is most frequently investigated in patients with gallstone disease [2,22,23].
Most data on the role of genetic factors in the cholesterol gallstone disease pathogenesis have been obtained in studies conducted on various strains of mice. The results of these studies were of significant help and inspiration in the search for analogous genes responsible for the formation of gallstones in humans. These studies demonstrated the association between cholesterol gallstone disease and the genes encoding liver regulatory enzymes (Hmgcr, Cypa1, Soat2), cholecystokinin receptor (Cckar), HDL receptor (Srb1), apolipoprotein (ApoE), basolateral organic cation transporter (Slc22a1), and tubular bile salt export pump (Abcb11) [24,25,26].
ABCC3 gene rs4793665 polymorphism is located at position −211 in the promoter region of the gene. This variant results in decreased mRNA expression of the ABCC3 gene due to reduced binding of transcription factors in the promoter region of the gene [27]. This polymorphism has been studied as a predisposing factor for acute myeloid and lymphoblastic leukemia and as a factor influencing the efficacy of therapy in these patients and in RA patients treated with methotrexate [27,28,29,30]. The ABCC3 gene rs4793665 polymorphism was significantly associated with methotrexate pharmacokinetics both in juvenile idiopathic arthritis and in pediatric osteosarcoma patients [29,30].
The SLCO1B3 gene rs4149117 and rs7311358 polymorphisms have been shown to affect the efficacy of statin treatment in patients with hypercholesterolemia. Additionally, these polymorphisms are associated with an increased risk for acute rejection and allograft failure in lung transplant recipients treated with mycophenolic acid [31,32]. To date, the above polymorphisms have not been investigated in relation to diseases of the liver and the gastrointestinal tract.
The results of our study showed no association between the polymorphisms studied and the risk of gallstone disease or the composition of gallstones. Gallstone disease is a complex disease that depends on many factors. Both genetic and environmental factors contribute to its development. In particular, diet, hormonal disorders—especially in the area of sex hormones—obesity, diabetes, lipid metabolism disorders, and medication, play an important role. The impact of genetic polymorphisms appears to be small; it must be considered together with other environmental risk factors.
We cannot exclude minor effects of SLCO1B3 and ABCC3 genetic polymorphisms on gallstone disease risk and gallstone composition, which could be masked by the variability of environmental factors within investigated patient populations.
5. Conclusions
The results suggest that common polymorphisms in SLCO1B3 and ABCC3 genes are not a valuable marker of gallstone disease susceptibility and do not influence gallstone composition.
Author Contributions
Conceptualization, A.P.; methodology, M.K.; software, M.K.; formal analysis, B.B. and T.S.; investigation, B.B., A.M., Z.J. and M.K. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
The study was approved by the ethics committee at Pomeranian Medical University, Szczecin, Poland (KB-0009/18/07).
Informed Consent Statement
Written informed consent was obtained from all subjects.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Shabanzadeh, D.M. Incidence of gallstone disease and complications. Curr. Opin. Gastroenterol. 2018, 34, 81–89. [Google Scholar] [CrossRef]
- Lammert, F.; Sauerbruch, T. Mechanisms of disease: The genetic epidemiology of gallbladder stones. Nat. Clin. Pract. Gastroenterol. Hepatol. 2005, 2, 423–433. [Google Scholar] [CrossRef]
- Katsika, D.; Grjibovski, A.; Einarsson, C.; Lammert, F.; Lichtenstein, P.; Marschall, H.-U. Genetic and environmental influences on symptomatic gallstone disease: A Swedish study of 43,141 twin pairs. Hepatology 2005, 41, 1138–1143. [Google Scholar] [CrossRef]
- Rosmorduc, O.; Hermelin, B.; Boelle, P.-Y.; Parc, R.; Taboury, J.; Poupon, R. ABCB4 gene mutation—Associated cholelithiasis in adults. Gastroenterology 2003, 125, 452–459. [Google Scholar] [CrossRef]
- van Mil, S.W.; van der Woerd, W.L.; van der Brugge, G.; Sturm, E.; Jansen, P.L.; Bull, L.N.; van den Berg, I.; Berger, R.; Houwen, R.; Klomp, L. Benign recurrent intrahepatic cholestasis type 2 is caused by mutations in ABCB11. Gastroenterology 2004, 127, 379–384. [Google Scholar] [CrossRef]
- Buch, S.; Schafmayer, C.; Völzke, H.; Becker, C.; Franke, A.; Von Eller-Eberstein, H.; Kluck, C.; Bässmann, I.; Brosch, M.; Lammert, F.; et al. A genome-wide association scan identifies the hepatic cholesterol transporter ABCG8 as a susceptibility factor for human gallstone disease. Nat. Genet. 2007, 39, 995–999. [Google Scholar] [CrossRef]
- Wang, D.Q.-H.; Afdhal, N.H. Genetic analysis of cholesterol gallstone formation: Searching for Lith (gallstone) genes. Curr. Gastroenterol. Rep. 2004, 6, 140–150. [Google Scholar] [CrossRef]
- Muller, M.; Jansen, P.L. Molecular aspects of hepatobiliary transport. Am. J. Physiol. 1997, 272, G1285–G1303. [Google Scholar] [CrossRef]
- Geier, A.; Wagner, M.; Dietrich, C.G.; Trauner, M. Principles of hepatic organic anion transporter regulation during cholestasis, inflammation and liver regeneration. Biochim. Biophys. Acta 2007, 1773, 283–308. [Google Scholar] [CrossRef] [Green Version]
- Donner, M.G.; Keppler, D. Up-regulation of basolateral multidrug resistance protein 3 (Mrp3) in cholestatic rat liver. Hepatology 2001, 34, 351–359. [Google Scholar] [CrossRef]
- Denk, G.U.; Soroka, C.J.; Takeyama, Y.; Chen, W.-S.; Schuetz, J.D.; Boyer, J.L. Multidrug resistance-associated protein 4 is up-regulated in liver but down-regulated in kidney in obstructive cholestasis in the rat. J. Hepatol. 2004, 40, 585–591. [Google Scholar] [CrossRef]
- Seithel, A.; Glaeser, H.; Fromm, M.F.; König, J. The functional consequences of genetic variations in transporter genes encoding human organic anion-transporting polypeptide family members. Expert Opin. Drug Metab. Toxicol. 2008, 4, 51–64. [Google Scholar] [CrossRef]
- Letschert, K.; Keppler, D.; König, J. Mutations in the SLCO1B3 gene affecting the substrate specificity of the hepatocellular uptake transporter OATP1B3 (OATP8). Pharmacogenetics 2004, 14, 441–452. [Google Scholar] [CrossRef]
- Tsujimoto, M.; Dan, Y.; Hirata, S.; Ohtani, H.; Sawada, Y. Influence of SLCO1B3 Gene Polymorphism on the Pharmacokinetics of Digoxin in Terminal Renal Failure. Drug Metab. Pharmacokinet. 2008, 23, 406–411. [Google Scholar] [CrossRef]
- Picard, N.; Yee, S.W.; Woillard, J.B.; Lebranchu, Y.; Le Meur, Y.; Giacomini, K.M.; Marquet, P. The role of organic anion-transporting polypeptides and their common genetic variants in mycophenolic acid pharmacokinetics. Clin. Pharmacol. Ther. 2010, 87, 100–108. [Google Scholar] [CrossRef]
- Lang, T.; Hitzl, M.; Burk, O.; Mornhinweg, E.; Keil, A.; Kerb, R.; Klein, K.; Zanger, U.M.; Eichelbaum, M.; Fromm, M.F. Genetic polymorphisms in the multidrug resistance-associated protein 3 (ABCC3, MRP3) gene and relationship to its mRNA and protein expression in human liver. Pharmacogenetics 2004, 14, 155–164. [Google Scholar] [CrossRef]
- Lee, Y.M.; Cui, Y.; König, J.; Risch, A.; Jäger, B.; Drings, P.; Bartsch, H.; Keppler, D.; Nies, A. Identification and functional characterization of the natural variant MRP3-Arg1297 His of human multidrug resistance protein 3 (MRP3/ABCC3). Pharmacogenetics 2004, 14, 213–223. [Google Scholar] [CrossRef]
- Renner, O.; Harsch, S.; Schaeffeler, E.; Winter, S.; Schwab, M.; Krawczyk, M.; Rosendahl, J.; Wittenburg, H.; Lammert, F.; Stange, E.F. A Variant of the SLC10A2 Gene Encoding the Apical Sodium-Dependent Bile Acid Transporter Is a Risk Factor for Gallstone Disease. PLoS ONE 2009, 4, e7321. [Google Scholar] [CrossRef] [Green Version]
- Grünhage, F.; Acalovschi, M.; Tirziu, S.; Walier, M.; Wienker, T.F.; Ciocan, A.; Mosteanu, O.; Sauerbruch, T.; Lammert, F. Increased gallstone risk in humans conferred by common variant of hepatic ATP-binding cassette transporter for cholesterol. Hepatology 2007, 46, 793–801. [Google Scholar] [CrossRef]
- Jindal, C.; Kumar, S.; Choudhari, G.; Goel, H.; Mittal, B. Organic anion transporter protein (OATP1B1) encoded by SLCO1B1 gene polymorphism (388A>G) & susceptibility in gallstone disease. Indian J. Med Res. 2009, 129, 170–175. [Google Scholar]
- Xiang, X.; Han, Y.; Neuvonen, M.; Pasanen, M.K.; Kalliokoski, A.; Backman, J.T.; Laitila, J.; Neuvonen, P.J.; Niemi, M. Effect of SLCO1B1 polymorphism on the plasma concentrations of bile acids and bile acid synthesis marker in humans. Pharm. Genom. 2009, 19, 447–457. [Google Scholar] [CrossRef] [PubMed]
- Kurzawski, M.; Juzyszyn, Z.; Modrzejewski, A.; Pawlik, A.; Wiatr, M.; Czerny, B.; Adamcewicz, R.; Droździk, M. Apolipoprotein B (APOB) Gene Polymorphism in Patients with Gallbladder Disease. Arch. Med Res. 2007, 38, 360–363. [Google Scholar] [CrossRef] [PubMed]
- Juzyszyn, Z.; Kurzawski, M.; Lener, A.; Modrzejewski, A.; Pawlik, A.; Droździk, M. Cholesterol 7α-hydrolase (CYP7A1) c.-278A>C promoter polymorphism in gallstone disease patients. Genet. Test. 2008, 12, 97–100. [Google Scholar] [CrossRef] [PubMed]
- Lammert, F.; Carey, M.C.; Paigen, B. Chromosomal organization of candidate genes involved in cholesterol gallstone formation: A murine gallstone map. Gastroenterology 2001, 120, 221–238. [Google Scholar] [CrossRef]
- Khanuja, B.; Cheah, Y.C.; Hunt, M.; Nishina, P.M.; Wang, D.Q.; Chen, H.W.; Billheimer, J.T.; Carey, M.C.; Paigen, B. Lith1, a major gene affecting cholesterol gallstone formation among inbred strains of mice. Proc. Natl. Acad. Sci. USA 1995, 92, 7729–7733. [Google Scholar] [CrossRef] [Green Version]
- Wang, D.Q.; Paigen, B.; Carey, M.C. Phenotypic characterization of Lith genes that determine susceptibility to cholesterol cholelithiasis in inbred mice: Physical-chemistry of gallbladder bile. J. Lipid Res. 1997, 38, 1395–1411. [Google Scholar] [CrossRef]
- de Rotte, M.C.; Bulatovic, M.; Heijstek, M.W.; Jansen, G.; Heil, S.G.; van Schaik, R.H.; Wulffraat, N.M.; de Jonge, R. ABCB1 and ABCC3 gene polymorphisms are associated with first-year response to methotrexate in juvenile idiopathic arthritis. J. Rheumatol. 2012, 39, 2032–2040. [Google Scholar] [CrossRef]
- Butrym, A.; Łacina, P.; Bogunia-Kubik, K.; Mazur, G. ABCC3 and GSTM5 gene polymorphisms affect overall survival in Polish acute myeloid leukaemia patients. Curr. Probl. Cancer 2021, 45, 100729. [Google Scholar] [CrossRef]
- Hegyi, M.; Arany, A.; Semsei, A.F.; Csordás, K.; Eipel, O.; Gézsi, A.; Kutszegi, N.; Csóka, M.; Müller, J.; Erdelyi, D.J.; et al. Pharmacogenetic analysis of high-dose methotrexate treatment in children with osteosarcoma. Oncotarget 2017, 8, 9388–9398. [Google Scholar] [CrossRef] [Green Version]
- de Rotte, M.; Pluijm, S.; de Jong, P.; Bulatović Ćalasan, M.; Wulffraat, N.; Weel, A.; Lindemans, J.; Hazes, J.; de Jonge, R. Development and validation of a prognostic multivariable model to predict insufficient clinical response to methotrexate in rheumatoid arthritis. PLoS ONE 2018, 13, e0208534. [Google Scholar] [CrossRef] [Green Version]
- Dagli-Hernandez, C.; de Freitas, R.C.C.; Marçal, E.D.S.R.; Gonçalves, R.M.; Faludi, A.A.; Borges, J.B.; Bastos, G.M.; Los, B.; Mori, A.A.; Bortolin, R.H.; et al. Late response to rosuvastatin and statin-related myalgia due to SLCO1B1, SLCO1B3, ABCB11, and CYP3A5 variants in a patient with Familial Hypercholesterolemia: A case report. Ann. Transl. Med. 2021, 9, 76. [Google Scholar] [CrossRef] [PubMed]
- Tague, L.K.; Byers, D.E.; Hachem, R.; Kreisel, D.; Krupnick, A.S.; Kulkarni, H.S.; Chen, C.; Huang, H.J.; Gelman, A. Impact of SLCO1B3 polymorphisms on clinical outcomes in lung allograft recipients receiving mycophenolic acid. Pharm. J. 2020, 20, 69–79. [Google Scholar] [CrossRef] [PubMed]
Table 1.
Clinical characteristics of patients and control subjects.
| Parameters | Patients | Control Group |
|---|---|---|
| Mean ± SD | Mean ± SD | |
| Age (years) | 54.5 ± 15.2 | 62.6 ± 15.2 |
| BMI (kg/m2) | 26.4 ± 5.1 | 25.7 ± 4.8 |
| CH (mg/dL) | 216.3 ± 39.2 | 212 ± 37.8 |
| HDL (mg/dL) | 55.1 ± 13.3 | 57.4 ± 15.9 |
| LDL (mg/dL) | 119.2 ± 34.9 | 115 ± 34.2 |
| TG (mg/dL) | 140.2 ± 91.3 | 125 ± 78.5 |
Table 2.
Frequency of ABCC3 and SCLCO1B3 alleles and genotypes in GSD patients and healthy controls.
Table 2.
Frequency of ABCC3 and SCLCO1B3 alleles and genotypes in GSD patients and healthy controls.
| Gallstone Disease | Healthy Controls | p Value * | OR (95% CI) | |||
|---|---|---|---|---|---|---|
| n | (%) | n | (%) | |||
| n = 317 | n = 249 | |||||
| ABCC3 rs4793665:C>T | ||||||
| TT | 87 | 27.4% | 76 | 30.5% | - | - |
| TC | 167 | 52.7% | 130 | 52.2% | 0.558 | 1.12 (0.76–1.65) |
| CC | 63 | 19.9% | 43 | 17.3% | 0.379 | 1.28 (0.78–2.10) |
| allele T | 341 | 53.8% | 282 | 56.6% | 0.455 | 1.16 (0.81–1.67) |
| allele C | 293 | 46.2% | 216 | 43.4% | - | |
| ABCC3 rs11568591:G>A | ||||||
| GG | 293 | 92.4% | 222 | 89.2% | - | - |
| GA | 24 | 7.6% | 26 | 10.4% | 0.236 | 0.70 (0.39–1.25) |
| AA | 0 | 0.0% | 1 | 0.4% | 0.432 | - |
| allele G | 317 | 93.0% | 470 | 94.48% | 0.186 | 0.67 (0.38–1.20) |
| allele A | 24 | 7.0% | 28 | 5.6% | - | |
| SLCO1B3 rs7311358:G>A | ||||||
| AA | 212 | 66.9% | 160 | 64.3% | - | - |
| AG | 94 | 29.6% | 78 | 31.3% | 0.642 | 0.91 (0.63–1.31) |
| GG | 11 | 3.5% | 11 | 4.4% | 0.517 | 0.75 (0.32–1.78) |
| allele A | 518 | 81.7% | 398 | 79.9% | 0.533 | 0.89 (0.63–1.26) |
| allele G | 116 | 18.3% | 100 | 20.1% | - | |
| SLCO1B3 rs4149117:T>G | ||||||
| GG | 212 | 66.9% | 160 | 64.3% | - | - |
| GT | 94 | 29.6% | 79 | 31.7% | 0.642 | 0.90 (0.62–1.29) |
| TT | 11 | 3.5% | 10 | 4.0% | 0.821 | 0.83 (0.34–2.00) |
| allele G | 518 | 81.7% | 399 | 81.1% | 0.533 | 0.89 (0.63–1.26) |
| allele T | 116 | 18.3% | 99 | 19.9% | - | |
* Fisher exact test.
Table 3.
Composition of analyzed gallstones (% ± SD) in relation to ABCC3 rs4793665 genotypes.
| rs4793665:C>T | p Value # | p Value * | ||||||
|---|---|---|---|---|---|---|---|---|
| CC (n = 11) | CT (n = 26) | TT (n = 14) | p1 | p2 | p3 | |||
| total cholesterol | 79.7 ± 9.62 | 78.7 ± 12.55 | 78.4 ± 11.57 | 0.95 | 0.98 | 0.99 | 0.93 | |
| bilirubin | 4.49 ± 3.85 | 5.98 ± 5.06 | 5.92 ± 4.75 | 0.62 | 0.55 | 0.46 | 0.86 | |
| CaCO3 | 8.09 ± 7.68 | 8.73 ± 7.76 | 7.99 ± 6.34 | 0.92 | 0.98 | 0.88 | 0.89 | |
| total bile acids | 2.52 ± 2.16 | 1.94 ± 1.29 | 2.02 ± 1.42 | 0.81 | 0.73 | 0.59 | 0.86 | |
| Bile acids [% of total] | TCA | 6.0 ± 8.2 | 6.3 ± 9.3 | 3.7 ± 8.1 | 0.29 | 0.20 | 0.38 | 0.23 |
| TCDCA | 9.4 ± 9.4 | 13.1 ± 15.0 | 8.6 ± 11.5 | 0.47 | 0.34 | 0.63 | 0.34 | |
| GCA | 24.9 ± 22.2 | 25.8 ± 23.4 | 34.7 ± 35.3 | 0.81 | 0.89 | 0.52 | 0.99 | |
| GCDCA | 12.8 ± 23.3 | 14.2 ± 15.3 | 17.4 ± 17.8 | 0.23 | 0.20 | 0.21 | 0.24 | |
| CA | 5.9 ± 19.6 | 3.8 ± 11.3 | 5.4 ± 18.8 | 0.65 | 0.89 | 0.58 | 0.70 | |
| CDCA | 1.3 ± 2.3 | 8.1 ± 19.4 | 6.1 ± 9.6 | 0.48 | 0.37 | 0.42 | 0.57 | |
| LCA | 39.7 ± 39.8 | 28.7 ± 23.2 | 24.1 ± 19.1 | 0.37 | 0.32 | 0.26 | 0.51 | |
p value #—Kruskal–Wallis test, p value *—Mann–Whitney U-test; p1: CC vs. TT; p2: CC vs. CT + TT; p3: CC + CT vs. TT; abbreviations: cholic acid (CA), chenodeoxycholic acid (CDCA), taurocholic acid (TCA), lithocholic acid (LCA), glycochenodeoxycholic acid (GCDCA), glycocholic acid (GCA), and taurochenodeoxycholic acid (TCDCA).
Table 4.
Composition of analyzed gallstones (% ± SD) in relation to ABCC3 rs11568591 genotypes.
| rs11568591:G>A | ||||
|---|---|---|---|---|
| GG (n = 46) | GA (n = 5) | p Value * | ||
| total cholesterol | 79.3 ± 11.33 | 74.3 ± 13.67 | 0.345 | |
| bilirubin | 5.27 ± 4.46 | 9.89 ± 5.71 | 0.091 | |
| CaCO3 | 8.52 ± 7.28 | 7.17 ± 7.59 | 0.611 | |
| total bile acids | 2.14 ± 1.58 | 1.60 ± 0.95 | 0.841 | |
| Bile acids [% of total] | TCA | 5.3 ± 8.5 | 8.1 ± 11.3 | 0.568 |
| TCDCA | 10.7 ± 12.6 | 13.1 ± 13.6 | 0.987 | |
| GCA | 28.1 ± 26.5 | 26.4 ± 25.9 | 0.507 | |
| GCDCA | 15.2 ± 18.6 | 8.5 ± 9.2 | 0.377 | |
| CA | 5.1 ± 16.3 | 1.4 ± 3.1 | 0.938 | |
| CDCA | 5.8 ± 14.1 | 5.4 ± 8.7 | 0.938 | |
| LCA | 29.8 ± 29.7 | 37.1 ± 28.4 | 0.841 | |
* Mann–Whitney U-test; abbreviations: cholic acid (CA), chenodeoxycholic acid (CDCA), taurocholic acid (TCA), lithocholic acid (LCA), glycochenodeoxycholic acid (GCDCA), glycocholic acid (GCA), and taurochenodeoxycholic acid (TCDCA).
Table 5.
Composition of analyzed gallstones (% ± SD) in relation to SLCO1B3 rs7311358:G>A genotypes.
Table 5.
Composition of analyzed gallstones (% ± SD) in relation to SLCO1B3 rs7311358:G>A genotypes.
| rs7311358:G>A | ||||
|---|---|---|---|---|
| AA (n = 32) | AG + GG (n = 19) | p Value * | ||
| total cholesterol | 78.5 ± 9.26 | 79.4 ± 9.52 | 1.000 | |
| bilirubin | 5.48 ± 3.79 | 6.10 ± 4.23 | 0.404 | |
| CaCO3 | 8.55 ± 6.42 | 8.13 ± 6.28 | 0.992 | |
| total bile acids | 2.26 ± 1.47 | 1.76 ± 1.32 | 0.824 | |
| Bile acids [% of total] | TCA | 4.8 ± 8.1 | 7.2 ± 10.1 | 0.530 |
| TCDCA | 8.1 ± 10.5 | 17.3 ± 16.6 | 0.112 | |
| GCA | 28.4 ± 26.6 | 26.9 ± 25.5 | 0.358 | |
| GCDCA | 14.2 ± 19.6 | 16.0 ± 15.0 | 0.411 | |
| CA | 6.6 ± 18.3 | 1.0 ± 2.3 | 0.595 | |
| CDCA | 6.5 ± 15.2 | 4.4 ± 9.4 | 0.422 | |
| LCA | 31.4 ± 30.3 | 28.6 ± 26.5 | 0.190 | |
* Mann–Whitney U-test; abbreviations: cholic acid (CA), chenodeoxycholic acid (CDCA), taurocholic acid (TCA), lithocholic acid (LCA), glycochenodeoxycholic acid (GCDCA), glycocholic acid (GCA), and taurochenodeoxycholic acid (TCDCA).
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Banach, B.; Modrzejewski, A.; Juzyszyn, Z.; Kurzawski, M.; Sroczynski, T.; Pawlik, A. Association Study of SLCO1B3 and ABCC3 Genetic Variants in Gallstone Disease. Genes 2022, 13, 512. https://doi.org/10.3390/genes13030512
AMA Style
Banach B, Modrzejewski A, Juzyszyn Z, Kurzawski M, Sroczynski T, Pawlik A. Association Study of SLCO1B3 and ABCC3 Genetic Variants in Gallstone Disease. Genes. 2022; 13(3):512. https://doi.org/10.3390/genes13030512
Chicago/Turabian StyleBanach, Bolesław, Andrzej Modrzejewski, Zygmunt Juzyszyn, Mateusz Kurzawski, Tomasz Sroczynski, and Andrzej Pawlik. 2022. "Association Study of SLCO1B3 and ABCC3 Genetic Variants in Gallstone Disease" Genes 13, no. 3: 512. https://doi.org/10.3390/genes13030512
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