- Research article
- Open Access
Prevalence of genetic variants of keratins 8 and 18 in patients with drug-induced liver injury
BMC Medicine volume 13, Article number: 196 (2015)
Keratin 8 and 18 (K8/K18) cytoskeletal proteins protect hepatocytes from undergoing apoptosis and their mutations predispose to adverse outcomes in acute liver failure (ALF). All known K8/K18 variants occur at relatively non-conserved residues and do not cause keratin cytoskeleton reorganization, whereas epidermal keratin-conserved residue mutations disrupt the keratin cytoskeleton and cause severe skin disease. The aim of our study was to identify keratin variants in idiosyncratic drug-induced liver injury (DILI).
Genomic DNA was isolated from 800 patients enrolled in an ongoing US multicenter study, with DILI attributed to a wide range of drugs. Specific K8/K18 exonic regions were PCR-amplified and screened by denaturing HPLC followed by DNA sequencing. The functional impact of keratin variants was assessed using cell transfection and immune staining.
Heterozygous and compound amino acid-altering K8/K18 variants were identified in 86 DILI patients and non-coding variants in 15 subjects. Five novel amino acid-altering (K8 Lys393Arg, K8 Ala351Val, K8 Ala358Val, K8 Ile346Val, K18 Asp89His) and two non-coding variants were observed. Several variants segregated with specific ethnic backgrounds but were found at similar frequencies in DILI subjects and ethnically matched population controls. Notably, variants in highly conserved residues of K8 Lys393Arg (ezetimibe/simvastatin-related) and K18 Asp89His (isoniazid-related) were found in patients with fatal DILI. These novel variants also led to keratin network disruption in transfected cells.
Novel K8/K18 cytoskeleton-disrupting variants were identified in two patients and segregated with fatal DILI. Other non-cytoskeleton-disrupting keratin variants did not preferentially associate with DILI.
Keratins (Ks) represent a subgroup of intermediate filaments (IFs) found mainly in epithelial tissues [1–3]. As for all IFs, they display a tripartite structure containing a conserved α-helical central rod domain that is flanked by a less conserved N-terminal head and C-terminal tail domains [4, 5]. Keratins are further subdivided into the relatively acidic type I (including K9–K28 and K31–K40) and relatively basic type II IFs (including K1–K8 and K71–K86) that associate as obligate non-covalent heteropolymers [6, 7]. Consequently, every cell type contains a characteristic type I–II expression pattern [1, 7]. For example, K1/K10 and K5/K14 are the major keratins of suprabasal and basal keratinocytes, respectively, while K8/K18/K19/K20 are the keratins found in simple type glandular epithelia [2, 8]. Adult hepatocytes are unique in that they only contain K8/K18, while most other cell types display a more complex keratin expression pattern [8, 9]. It is this heteropolymeric keratin–keratin association that accounts for the amino acid position-selective dominant negative effect of heterozygous keratin mutations in human disease.
Keratins are established cytoprotective proteins [10, 11] and keratin mutations lead or predispose to the development of >60 distinct human diseases [2, 12, 13] that are faithfully reproduced in transgenic animals models [8, 14]. In mouse liver, mutations or loss of K8/K18 cause a mild phenotype under basal conditions, but predispose to significant injury from a variety of stresses including apoptotic, metabolic, oxidative and drug-induced [11, 15–17]. Human association studies have identified keratin variants to be overrepresented in patients with end-stage liver disease, acute liver failure (ALF), chronic hepatitis C virus infection or primary biliary cirrhosis, and to predispose to adverse clinical outcomes [8, 18, 19].
Human studies also revealed marked differences in ethnic distribution of keratin variants. For example, K8 G62C and K8 R341H were the most abundant amino acid substitutions in Caucasians, while African-American (AA) subjects displayed high frequencies of K8 A333A and G434S variants . Importantly, K8/K18 variants were found in the less conserved protein regions and did not affect keratin organization under basal conditions, while disease-causing mutations in epidermal keratins cluster in the most conserved subdomains at the amino and carboxyl regions of the rod domain, and often result in keratin network breakdown [2, 8, 14, 20]. For example, K14 R125C leads to the most severe Dowling Meara form of epidermolysis bullosa simplex (EBS) . The homologous K18 alteration (K18 R90C) that was engineered in transgenic animals results in a disruption of filamentous hepatocellular keratin network, mild chronic hepatitis and distinct susceptibility to various hepatotoxic stresses [8, 15].
Given the murine data suggesting keratin mutation-associated susceptibility to chemical hepatotoxicity and human studies linking K8/K18 variants to acetaminophen hepatotoxicity , we hypothesized that K8/K18 variants may contribute to the susceptibility to human idiosyncratic drug-induced liver injury (DILI) that is a prominent cause of ALF [21, 22]. DILI is also a major adverse event leading to termination of clinical drug development programs . Several previous studies suggested that DILI has a genetic component with variants in human leukocyte antigens and drug metabolizing enzymes increasing risk for development of DILI [22, 24]. We tested our hypothesis by analyzing 800 consecutive DILI subjects enrolled in the ongoing DILI Network (DILIN) study and identified several novel K8/K18 variants.
Between August 2004 and April 2009, 808 subjects were recruited from eight US clinical sites participating in the DILIN. Details of the inclusion/exclusion criteria were previously described . DILI causality assessment and severity was based on consensus of a panel of experienced hepatologists . The cases were subdivided into hepatocellular, cholestatic or mixed injury pattern based on the R-value [25, 26]. All participants provided written informed consent, which included collection of DNA for genetic association studies, and the study was approved by the local institutional review boards of the participating centers (see list in the Acknowledgements section). For control data of keratin variants in Caucasian and African-American subjects, we used the Exome Sequencing Project database available through the Exome Variant Server  whereas the 1000 Genomes project data  were employed for Hispanic and Asian controls.
Genomic DNA was obtained from EDTA-anticoagulated peripheral blood with a DNeasy Tissue Kit (Qiagen, Valencia, CA, USA). The mutational K8/K18 hotspots (K8 exons 1, 6, 8 (corresponding to amino acids 1–108, 328–400, 421–483); K18 exon 1 (corresponding to amino acids 1–139) and their adjacent exon-intron boundaries) were PCR-amplified using AmpliTaq Gold® DNA Polymerase (Applied Biosystems, Foster City, CA, USA) and previously described primers . The selection of these hotspots is based on more than 2,000 human subjects in whom the entire K8/K18 exonic regions were analyzed [17–19, 29, 30]. All PCR products were pre-screened with the WAVE® denaturing HPLC system (Transgenomic, Omaha, NE, USA). Specimens with an abnormal elution peak were confirmed in an independent PCR analysis, purified and subjected to bidirectional DNA sequencing. Annotation of coding K8/K18 variants was made with the mRNA sequences NM_002273.3/NM_000224.2, while the sequences M34482.1/AF179904.1 were used for non-coding changes. The conservation of the observed K8/K18 variants was analyzed using the following sequences: K8: NP_002264.1 (human), NP_112447.2 (mouse), NP_001028782.1 (cow), NP_001080525.1 (frog), NP_956374.1 (zebrafish); K1 (NP_006112.3), K2 (NP_000414.2), K3 (NP_476429.2), K4 (NP_002263.2), K5 (NP_000415.2), K6a (NP_005545.1), K7 (NP_005547.3); K18: NP_000215.1 (human), NP_034794.2 (mouse), NP_001179024.1 (cow), NP_001089734.1 (frog), NP_848524.1 (zebrafish); K9 (NP_000217.2), K10 (NP_000412.3), K12 (NP_000214.1), K13 (NP_705694.2), K14 (NP_000517.2), K15 (NP_002266.2), K16 (NP_005548.2), K17 (NP_000413.1), K19 (NP_002267.2), K20 (NP_061883.1). Given that eight samples were not reliably amplified, 800 samples were included in the final analysis.
The Fisher’s exact test was used to determine non-random associations between two variables, and P values less than 0.05 were considered statistically significant.
Cell culture experiments
To study the biological significance of novel K8/K18 variants, human K8 and K18 cDNA inserted in the pcDNA3.1 vector was modified with the QuikChange® Site-Directed Mutagenesis Kit (Stratagene, Santa Clara, CA, USA) and specific primers (hK8-I346V-F ctgggagagctggccgttaaggatgccaacg, hK8-I346V-R cgttggcatccttaacggccagctctccacg; hK8-A351V-F cattaaggatgccaacgtcaagttgtccgagctgg, hK8-A351V-R ccagctcggacaacttgacgttggcatccttaatg; hK8-A358V-F cgagctggaggtcgccctgcagc, hK8-A358V-R gctgcagggcgacctccagctcg; hK8-K393R-F cgccacctacaggaggctgctggaggg, hK8-K393R-R ccctccagcagcctcctgtaggtggcg; hK18-D89H-F gcaaagcctgaaccaccgcctggcctc, hK18-D89H-R gaggccaggcggtggttcaggctttgc). The resulting constructs were verified by DNA sequencing. For immunofluorescence staining, NIH 3T3 cells (CRL-1658; American Type Culture Collection) were grown in DMEM medium (Gibco, Life Technologies GmbH, Darmstadt, Germany) supplemented with 10 % FCS, 1 % penicillin-streptomycin and 1 % L-glutamine, and then transfected with equal amounts of K8 or K18 variant cDNA together with an equal amount of non-mutated partner keratin (K18 or K8) cDNA using Lipofectamine 2000 (Invitrogen, Life Technologies GmbH, Darmstadt, Germany). Transfection of wild-type K8/K18 was used as control. Transfected cells were fixed with precooled −20 °C methanol (3 min) and acetone (15 s) after 24 hours, washed in PBS, and incubated with the anti-K18 antibody Ks 18.04 (Progen Biotechnik GmbH, Heidelberg, Germany) . After washing and exposure to the secondary antibody, the glass slides were mounted in ProLong® Gold antifade reagent with DAPI mounting medium (Life Technologies Corporation, Eugene, OR, USA). To quantify the percentage of disrupted cells, all transfections were performed in triplicate and at least 100 cells were scored in each case. Cells were characterized as having normal-appearing or disrupted cytoskeletal keratin network. Coomassie staining for total protein lysates of transient transfected cells has shown equal levels of proteins. Of note, the transfection efficiency was similar in all subgroups and ranged between 50–70 %.
To address the importance of K8/K18 variants in DILI, 800 well characterized DILI subjects were analyzed. Of the examined subjects, 72 % were Caucasians, while Hispanics and African-Americans each constituted 11 % of the study cohort (Table 1). In 63 % of patients, DILI was deemed to be very likely or definite, while <5 % were scored as unlikely. Nearly 55 % of subjects had hepatocellular injury at presentation, while 25 % and 20 % displayed a cholestatic and mixed damage pattern, respectively. Fatal DILI was recorded in 9 % of patients and 55 % of participants required hospitalization due to their liver injury (Table 1).
The analysis of K8/K18 mutational hotspots revealed heterozygous exonic and intronic K8/K18 variants in 101 (12.6 %) and 15 (1.9 %) patients, respectively (Table 2). Amino acid-altering variants were found in 86 subjects (10.8 %; Table 2). K8 R341H constituted the most frequent amino acid-altering variant found in 40 subjects (5 %; Fig. 1) and was particularly common among Hispanics (9/88, 10.2 %; Table 2). On the other hand, K8 A333A (13/87, 14.9 %) and K8 G434S (10/87, 11.5 %) variants were the most frequent variants among African-Americans and the latter greatly contributed to the fact that this ethnicity displayed a high percentage of amino acid-altering variants (15/87, 17.2 %). K8 IVS6+46A>T represented the most common intronic variant that was seen in ten patients (1.3 %; Fig. 1). We also detected eight novel and hitherto undescribed variants including five amino acid-altering (K8 K393R, K8 A351V, K8 A358V, K8 I346V, K18 D89H; Fig. 1; Additional file 1: Figure S1). Four patients harbored compound heterozygous variants (K8 G62C+R341H, K8 R341H+K18-11C>T, K8 A333A+G434S, K8 I346V+IVS6+46A>T; Table 2).
To test whether the detected K8/K18 variants are overrepresented among DILI subjects, we compared their frequencies in DILI patients with data from public databases. All common variants, as well as the total amino acid-altering K8/K18 variants, were found at comparable frequencies in DILI subjects and ethnically matched controls (Table 3); and similar results were obtained when only patients with high causality scores (of 1, 2, 3) were analyzed (not shown). As reported previously, several variants segregated with specific ethnicities. In particular, K8 G62C, I63V, R341H and V380I were overrepresented in Caucasians as compared to African-American controls; whereas K8 A333A, G434S and V480I were more common in African-Americans (Table 3). Although the data on Hispanic and Asian controls were rather limited, they demonstrated that K8 R341H is particularly common among Hispanics (that is, significantly more common than in both African-Americans and Caucasians), while African-American-enriched variants (K8 A333A and G434S) are rare in this group (Table 3).
The most frequently implicated agents in our cohort included amoxicillin-clavulanate, isoniazid and nitrofurantoin-induced DILI, and all these subgroups displayed similar distribution of K8/K18 variants (see Additional file 2: Table S1). Further analysis revealed that K8/K18 variants are distributed similarly among patients with different DILI causality or severity scores as well as injury patterns (Tables 4, 5 and 6). However, there is a trend of amino acid-altering keratin variants to associate with fatal/severe DILI (14 %) as compared with moderate/mild DILI (9.7 %; P = 0.09; Table 4) and this trend became more obvious when only patients with high causality scores were analyzed (14.3 % versus 8.7 %; P = 0.05).
To better understand the biological significance of these newly identified K8/K18 variants, we studied their conservation by multiple sequence comparison. K8 K393R and K18 D89H variants were conserved both among species and type I and II keratins, respectively, which meshes well with the fact that they are located in the particularly conserved amino-terminal (K18 D89H, in an Asian patient with isoniazid-induced DILI) or carboxy-terminal regions (K8 K393R, in a Caucasian patient with ezetimibe and simvastatin-induced DILI) of the rod domain (Fig. 2) [2, 8]. Consistent with their biologically predicted importance due to amino acid conservation, both variants were found in patients with fatal DILI that otherwise constitutes <10 % of our cohort (Table 4). Both variants were observed in cholestatic DILI and were not detected among >300 Asian and >5,000 Caucasian controls analyzed so far, or available in the above described public databases (not shown). The K8 A358V variant was conserved among K8 from different species but not among other type II keratins and was detected in one subject with severe DILI (Table 4; Additional file 3: Figure S2). On the other hand, the non-conserved K8 A351V variant was observed in a participant with mild DILI.
In vitro transfection experiments
To address the impact of the novel K8/K18 variants on keratin filament network architecture, we performed transient transfections in NIH 3T3 cells (Fig. 3). Importantly, both K8 K393R and K18 D89H, but not the other K8/K18 variants, resulted in significantly more frequent disruption of the keratin filament network (Fig. 3). Collectively, these data suggest that rare K8/K18 variants which result in disruption of the keratin cytoskeleton are likely to predispose to severe DILI.
Our results demonstrate that keratin variants are not overrepresented in DILI patients, which contrasts with the data from patients with chronic hepatitis C, primary biliary cirrhosis and ALF [8, 19]. This lack of overall association of K8/K18 variants with DILI may, in part, be due to the limited number of cases attributed to an individual agent, since this cohort of 800 cases included over 250 individual drugs and herbal and dietary supplements. Along these lines, previous reports suggested that K8/K18 variants predispose only to specific forms of liver injury. For example, exonic variants were not found to predispose to disease development in patients with hemochromatosis , and transgenic animals carrying the K18 R90C variant were markedly susceptible to Fas- but not TNFα-induced apoptosis as well as to thioacetamide- but not carbon tetrachloride-induced liver fibrosis .
To evaluate the importance of K8/K18 variants in DILI, we took advantage of large, publicly available databases that allowed us to compare our results with a larger control population than the previous studies [8, 19]. Multiple K8/K18 variants were confirmed and shown to associate with specific ethnic backgrounds [19, 30] and R341H has been demonstrated to constitute the most common amino acid-altering K8/K18 variant in Asians (Table 3). In addition, K8 A333A, G434S and V480I were largely restricted to African-Americans as compared to both Asians and Hispanics. While the exact reason for the enrichment of certain K8/K18 variants in specific ethnic backgrounds remains unknown, unequal ethnic distribution of human variants is relatively common and is caused by adaption to local factors [33, 34].
The data from publicly available databases indicate that the frequency of several common variants is higher than previous estimations. In particular, K8 G62C and R341H variants were detected in 1.4 % and 6 % of US Caucasian controls, respectively (versus 0.9 % and 3.2 % as reported previously [19, 35]). These data should therefore inform future studies that examine K8/K18 variants in different disease contexts.
While we found no overrepresentation of common K8/K18 variants in DILI subjects, we observed a clear trend towards clustering of these variants in the more severe cases. However, due to the relatively low numbers, further studies are needed to confirm this observation that is reminiscent of the situation with ALF, where the presence of K8/K18 variants was associated with adverse outcomes . Moreover, we detected several previously unknown variants that are likely to have biological importance. As such, K8 K393R and K18 D89H are the first described simple epithelial keratin variants located in the most conserved helix initiation/termination motifs (HIM/HTM) of the rod domain (Fig. 2e). Of note, mutations in these domains have been presumed to be embryolethal in humans [19, 35, 36] and represent the most important and abundant disease-causing mutational hotspots in epidermal keratins and other IFs (Fig. 2e) [2, 8, 13, 37]. The observed keratin network disruption in cells transfected with K8 K393R or K18 D89H further strengthens their biological significance. Although the performed transfection experiments cannot fully evaluate the importance of both variants in vivo, the conserved K18 D89H represents a non-conservative substitution since it alters protein charge. Moreover, it is only one residue away from K18 R90C (Fig. 2) whose overexpression in transgenic mice causes a marked susceptibility to a variety of drug-induced liver injuries [8, 35]. While K8 K393R might be considered a conservative substitution, the same mutation in a less conserved region of K5 (that is, K5 K199R) was sufficient to cause EBS . Hence, structural considerations, cell culture experiments, transgenic mouse data and the fact that both patients with K8 K393R/K18 D89H variants suffered fatal DILI collectively make a strong case for the importance of these substitutions in DILI outcomes.
Although the exact pathogenesis of DILI remains to be clearly defined , K8/K18 deficiency results in multiple cellular dysfunctions that likely contribute to development/progression of this type of liver injury. For example, keratins constitute important mechanoprotective proteins and K18 R90C mutation results in hepatocyte fragility, while other tested keratin mutations that are not in the HIM/HTM do not . Furthermore, K8/K18 are established anti-apoptotic genes  and may also protect from hepatocyte necrosis as demonstrated in transgenic mice that express K18 D238E/D397E which cannot be cleaved by caspases during apoptosis . Keratins are also known to modulate organelle positioning, and impairment in K8/K18 result in mitochondrial dysfunction and susceptibility to oxidative stress [40, 41]. Furthermore, keratins act as signalling platforms and are important for protein localization/targeting, modulation of protein synthesis, cell growth or proliferation [3, 8, 42–44]. Although the commonly found K8 variants do not result in obvious keratin network redistribution under basal condition, they do so under various stress situations such as oxidative stress or upon hyperphosphorylation conditions . In that respect, K8 G62C/R341H/R341C variants predisposed transgenic mice to acetaminophen-induced liver injury and this predisposition was associated with a more prominent keratin network disruption after the exposure to the drug .
Fortunately severe clinical outcomes with DILI are uncommon, with less than 10 % of patients requiring a liver transplant or dying within 6 months of DILI onset . However, additional genetic studies that focus on the HIM/HTM domains of simple epithelial keratins are likely to provide important information regarding the prevalence of fatal DILI in individuals with HIM/HTM keratin variants. We also anticipate that specific drugs, and potentially specific race and ethnic background variants, are likely to play important roles in this process.
Our study has uncovered variants in highly conserved residues of K8 Lys393Arg and K18 Asp89His in patients with fatal DILI. These first to be described novel variants represent for the first time described ‘epidermal-like’ K8/K18 variants which lead to keratin network disruption in untreated cells. Common K8/K18 variants were found at similar frequencies in DILI subjects and ethnically matched population controls. Thus, rare K8/K18 variants may predispose to DILI development in a subset of patients.
Acute liver failure
Drug-induced liver injury
Dulbecco’s modified Eagle’s medium
Epidermolysis bullosa simplex
Fetal calf serum
Helix initiation motif
High-performance liquid chromatography
Helix termination motif
Polymerase chain reaction
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We thank Kristina Diepold and Elke Preiß for their expert technical assistance, and Ozlem Kucukoglu for her overall experimental assistance.
Participation of following DILIN clinical sites is gratefully acknowledged:
University of Indiana: Naga Chalasani, MD, PI; Marwan S Ghabril, MD, Sub-I; Suthat Liangpunsakul, MD, Sub-I; Raj Vuppalanchi, MD, Sub-I; (Audrey Corne, RN, CCRN, DCF Contact, Study Coord; Sherrie Cummings, RN, BSN, Study Coord); University of California, San Francisco: Tim Davern II, MD, PI; Maurizio Bonacini, MD, Sub-I; (Benjamin Luna, Study Coord; Juliana Ma, Co-Coord); University of Michigan: Robert J Fontana, MD, PI; Hari Conjeevaram, MD, Sub-I; Richard Moseley, MD, Sub-I; (Kristin Chesney, MBA, Co-Coord; Angela Liu, MPH, Co-Coord); University of North Carolina at Chapel Hill: Paul Watkins, MD, PI; Kimberly Beavers, MD, Sub-I; Herbert Bonkovsky, MD, Sub-I; Jama Darling, MD, Sub-I; Paul H Hayashi, MD, Sub-I; James Lewis, MD, Sub-I; Steven Lichtman, MD, Sub-I; Mark Russo, MD, Sub-I; Roshan Shrestha, MD, Sub-I; Steven Zacks, MD, Sub-I; (Tracy Russell, CCRP, DCF Contact, Study Coord).
Carolinas Medical Center and Charlotte Campus of UNC School of Medicine: Herbert L Bonkovsky, MD, PI; Gregory Conner, MD, Sub-I; Vani Gopalreddy, MD, Sub-I; Mark Russo, MD, Sub-I; (Amanda Balasco, MLT (ASCP), Study Coord; Gale Groseclose, RN, BSN, Study Coord; Regina McFadden, RN, Co-Coord); University of Texas Southwestern: William Lee, MD, PI; Lafaine Grant, MD, Sub-I; Mamta Jain, MD, Sub-I; Dwaine Thiele, MD, Sub-I; (Theresa Hardwick, RN, CCRC, Study Coord; Stacey Minshall, BSN RN, Study Coord); University of Southern California: Andrew Stolz, MD, PI; Neil Kaplowitz, MD, Sub-I; (Susan Milstein, RN, BSN, Study Coord).
University of California, Los Angeles: Francisco A Durazo, MD, PI; (Yolanda C Melgoza, Study Coord; Val Peacock, RN BSN, Co-Coord); Mayo Clinic: Jayant A Talwalkar, MD, MPH, PI; (Bonnie Donelan-Dunlap, Co-Coord; Donna Stejskal, Co-Coord); Albert Einstein: Victor J Navarro, MD, PI; Manisha Verma, MD, Sub-I; (Maricruz Vega, MPH, CHES, DCF Contact).
University of Pennsylvania: K Rajender Reddy, MD, PI; (Amina A Wirjosemito, MPH, Study Coord; Emily T Panik, MPH, Co-Coord); Mount Sinai: Joseph Odin, MD, PI; Jawad Ahmad, MD, Sub-I; Meena Bansai, MD, Sub-I; Charissa Chang, MD, Sub-I; Douglas Dieterich, MD, Sub-I; Priya Grewal, MD, Sub-I; Lawrence Liu, MD, Sub-I; Thomas Schiano, MD, Sub-I; (Varun Kesar, Study Coord); DILIN Data Coordinating Center at Duke Clinical Research Institute: Huiman X Barnhart, PhD, PI; Hans Tillman, MD, Sub-I; David Goldstein, PhD, Sub-I; Thomas Urban, PhD, (Duke CHGV Laboratory); Katherine Galan, RN, Project Lead; Mary Moggio, Lead CRA; Nidia Rosado, CRA; Kenari Marks, CTA; Michelle Crowder, Data Management; Carmel Scharenbroich, Data Management; Hoss Rostami, Data Management; Thomas Phillips, Programmer-Statistics; Jiezhun (Sherry) Gu, PhD, Statistician; Barbara Kuzil, Safety; National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK): José Serrano, MD, Project Scientist; Rebecca J Torrance, RN, MS, Clinical Trials Specialist; Rebekah Van Raaphorst, MPH, LT, USPHS, Health Research Administrator; Francisco O Calvo, PhD, COC Contact; Jay Everhart, MD, Scientific Advisor; Jay Hoofnagle, MD, Scientific Advisor; Averell H Sherker, MD, FRCP(C), Scientific Advisor for Viral Hepatitis and Liver Diseases.
Financial support: supported by NIH grant DK52951, the Department of Veterans Affairs (both to MBO); the German Research Foundation grants STR 1095/2-1, STR 1095/4-1, SFB TRR57 and funding of the Interdisciplinary Center for Clinical Research (IZKF) in Aachen (to PS). The DILIN is structured as an U01 cooperative agreement supported by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and the National Institutes of Health (NIH) with funds provided by the following grants: U01DK065193 (University of Connecticut); U01DK065211 (University of Indiana, Purdue); U01DK065238 (University of California, San Francisco/CPMC); U01DK065184 (University of Michigan, Ann Arbor); U01DK065201 (University of North Carolina at Chapel Hill, Asheville, Carolinas Medical Center, Duke); U01DK83023 (University of Texas Southwestern); U01DK083020 (University of Southern California, UCLA Pfleger Liver Institute); U01DK08992 (Mayo Clinic); U01DK083027 (University of Pennsylvania); 1U01DK100928-01 (Mount Sinai, New York); 2U01DK083027-07 (Albert Einstein Medical Center, Philadelphia); and U01DK065176 (Duke Clinical Research Institute as Data Coordinating Center).
The authors declare that they have no competing interests.
VU performed data acquisition, analysis and interpretation, statistical analysis, and drafted and critically revised the manuscript. TJU and RJF performed data analysis and interpretation, technical or material support, and critically revised the manuscript. AG helped with data acquisition, analysis and interpretation, statistical analysis, and critically revised the manuscript. SI performed data acquisition. MBO produced the study concept and design, provided study supervision, performed data analysis and interpretation, and critically revised the manuscript. PS produced the study concept and design, obtained funding, provided study supervision, performed data analysis and interpretation, and drafted and critically revised the manuscript. All authors read and approved the final version of the manuscript.
Additional file 1: Figure S1.
Identification of the novel variants (A) K8 K393R and (B) K18 D89H. A comparison with wild type (WT) sequences (left panels) reveals the heterozygous nature of the depicted variants. Standard single-letter amino acid abbreviations are used. (PDF 2587 kb)
Additional file 2: Table S1.
Distribution of K8 and K18 variants in selected drug categories. (DOCX 44 kb)
Additional file 3: Figure S2.
Conservation of the novel K8 variants among (A,C,E) species and among (B,D,F) type II keratins. Sequences surrounding the novel K8 variants are depicted. Dots highlight conserved amino acids (listed using standard single-letter abbreviations). (PDF 530 kb)
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Usachov, V., Urban, T.J., Fontana, R.J. et al. Prevalence of genetic variants of keratins 8 and 18 in patients with drug-induced liver injury. BMC Med 13, 196 (2015). https://doi.org/10.1186/s12916-015-0418-0
- Intermediate filaments
- Drug-induced liver injury