Generation and differentiation of induced pluripotent stem cells reveal ankylosing spondylitis risk gene expression in bone progenitors
- 1.5k Downloads
Axial spondyloarthritis (axSpA), which encompasses ankylosing spondylitis, is a complex genetic disease. Aberrant bone formation is a key feature of pathogenesis that can lead to ankylosis of the spine. Our objective is to determine, whether genes whose variants confer susceptibility to AS are expressed in bone progenitors like mesenchymal stem cells (MSCs). Since MSCs from bone marrow is difficult to obtain, we first examined, whether MSCs can be derived from induced pluripotent stem cells (iPSCs). Dermal fibroblasts of two axSpA patients and one healthy control were reprogrammed into iPSCs using a Sendai virus vector encoding pluripotency genes. Pluripotency of iPSCs was examined by embryoid body formation and by testing for stem cell specific gene and protein expression using RT-PCR and immuno fluorescence. iPSCs were differentiated into MSCs by a TGFß inhibitor. MSCs were characterized by flow cytometry using lineage specific antibodies and by their capacity to develop into chondrocytes, adipocytes, and osteoblasts in lineage-specific medium. RNA-seq was applied to determine genome-wide gene expression patterns in MSCs, iPSCs, and blood. We show for the first time, that expression levels of several AS susceptibility genes (EDIL3, ANO6, HAPLN1, ANTXR2) involved in bone formation are significantly elevated in MSCs (2–15-fold; p ≤ 0.05) compared to blood or iPSCs and demonstrate that iPSC-derived MSCs can be differentiated into osteoblasts, chondrocytes, and adipocytes. We conclude, MSCs generated from patient fibroblast-derived iPSC lines are useful tools for studying functional genomics of risk genes associated with bone formation in AS pathogenesis.
KeywordsBone Rheumatic diseases Spondyloarthritis Tissues or models
Induced pluripotent stem cell
Mesenchymal stem cell
Fetal bovine serum
Dulbecco’s modified Eagle’s medium
Minimal essential medium eagle alpha
- E8 medium
Essential E8 medium
- E6 medium
Essential E6 medium
Tartrate-resistant acidic phosphatase
Smooth muscle actin
Bovine serum albumin
Reads per kilobase million
Principal components analysis
Ankylosing spondylitis (AS) is characterized by inflammation of the sacroiliac joints, vertebral bodies and facet joints, entheses, and peripheral joints, as well as extra-articular sites such as the gastrointestinal tract . Axial arthritis is associated with bone marrow inflammation, vertebral trabecular bone loss, and progressive bone formation between vertebral bodies (syndesmophytes), and in facet joints that can result in ankylosis leading to severe disability. Axial spondyloarthritis (axSpA) encompasses AS and earlier stages of disease when radiographic damage to the sacroiliac joints is limited or absent, but bone marrow edema is often prominent . Genome-wide association studies have shown, that genetic susceptibility to AS is complex with 40 genes or genetic regions implicated . However, mechanisms underlying the pathogenesis of axSpA/AS, and in particular the involvement of specific cell types and events that lead to bone marrow edema, loss of trabecular bone, and aberrant bone formation in the spine, are still poorly understood [4, 5]. Evidence that cytokines such as TNFα , IL-23 , and IL-17  are expressed in axial skeletal tissue from AS patients has provided a rationale for current therapies [9, 10, 11]; but the mechanisms driving their production and their effects on bone formation require further study. Progress in this area has been hampered by limited access to cell types that contribute directly to disease pathogenesis, such as hematopoietic progenitors, mesenchymal cells, and their derivative osteoblasts and adipocytes.
In this study, our goal was to explore the feasibility of reprogramming skin fibroblasts into pluripotent stem cells (induced pluripotent stem cells, or iPSCs) that can be differentiated into disease-relevant cell types allowing us to examine axSpA/AS pathogenesis. We demonstrate this by differentiating iPSCs into mesenchymal stem cells (MSCs), and then further differentiating MSCs into cells capable of forming bone, cartilage, and fat. Importantly, using genome-wide gene expression analysis, we show for the first time that the expression of certain AS risk genes is enriched in bone progenitors. These studies demonstrate that iPSCs may be a useful tool to better understand the pathogenesis of AS.
Generation of induced pluripotent stem cells
Fibroblasts were grown from ‘shave’ skin biopsies obtained from three subjects enrolled in an Institutional Review Board approved natural history protocol at the NIH Clinical Center. One subject was a healthy donor (HC1), and two subjects (P1 and P2) met criteria for axSpA . Fibroblasts were cultured in DMEM supplemented with 10% FBS (Gibco/Life Technologies) at 37 °C and 5% CO2, and reprogrammed using a Sendai virus vector encoding OCT4, SOX2, KLF4, and MYC (CytoTune-iPS reprogramming kit, Invitrogen) [12, 13]. Duplicate iPSC lines were generated independently in two laboratories (L1 and L2) for one axSpA patient (P1L1 and P1L2) and one healthy control (HC1L1 and HC1L2). One additional iPSC line was generated from P2 (P2L2). Detailed methods for iPSC generation are provided in Supplementary Methods.
Pluripotency and stability analyses
Expression of Sendai virus transgenes and endogenous pluripotency genes was evaluated by real-time (RT) PCR (RT-PCR). Embryoid body (EB) formation was examined to confirm pluripotency of iPSC lines, and chromosomal stability was determined by karyotyping. Detailed descriptions are provided in Supplementary Methods.
Differentiation of iPSCs into MSCs
iPSC lines were maintained and propagated in E8 medium (Gibco/Life Technologies) . Between passage 20 and 25, all five lines were transferred into 10 cm2 culture dishes to differentiate them into MSCs. After two more days of culture (maximum confluence 50%), medium was replaced with TGFβ-free E6 medium (Gibco/Life Technologies) containing 10 μM SB-431542 (Tocris), a TGFβ inhibitor. Cells were cultured for another 6 days with one change of medium at day 3. Thereafter, cells were maintained in MEM-α medium with 15% FBS (Hyclone) (non-osteogenic, or OS−) to proliferate MSCs. Cells were split using TrypLE (Gibco/Life Technologies).
Differentiation of iPSCs into monocytes/macrophages
iPSCs were differentiated into monocytes/macrophages in four stages using defined cytokine cocktails as described  in detail in Supplementary Methods. Stage 4 cells (monocytes) were differentiated into osteoclasts by culturing them in DMEM (Gibco/Life Technologies) with 10% FBS, 20 ng/ml MCSF, and 100 ng/ml RANKL (both from Peprotech). After 15 days, cells were fixed with 10% formaldehyde for 5 min and stained for osteoclast-specific tartrate-resistant acid phosphatase (TRAP) activity using a TRAP staining kit (Kamiya). TRAP-positive cells with ≥3 nuclei were considered osteoclasts.
Immunostaining and microscopy of iPSCs and EBs
To determine expression of cell type-specific proteins, cells were fixed in PBS containing 4% paraformaldehyde for 20 min followed by treatment with 10% goat serum in 0.1% Triton X-100 for 10 min (Sigma-Aldrich). Cells were rinsed with PBS and then incubated with iPSC-specific antibodies: anti-OCT4 (Alexa-488 labeled, Millipore), anti-TRA-1-60 (FITC labeled; Millipore clone TRA-1-60), and anti-SSEA-4 (FITC labeled; Biolegend); all antibodies were diluted 1:50 in PBS. Paraformaldehyde-fixed EBs derived from iPSCs were examined for expression of germ layers using an Alexa Fluor 488-labeled monoclonal antibody against βIII tubulin (βIII TUB) (Covance) at 1:200 dilution, anti-smooth muscle actin (α-SMA) (Millipore) at 1:100 dilution and a polyclonal rabbit anti-human alpha-1-fetoprotein (AFP) antibody (Dakocytomation) at 1:500 dilution in PBS. Cy3 goat anti-rabbit IgG (Invitrogen) (1:500 dilution) and Alexa Flour 488 goat anti-mouse IgG (H+L) (Invitrogen) (at 1:100 dilution) were used as secondary antibodies. Nuclei were stained with DAPI (Invitrogen). Images were taken with a Nikon Eclipse TE 300 microscope using 10× or 20× objectives.
Flow cytometry of iPSC-derived MSCs and monocytes
To evaluate cell surface expression of specific markers, iPSC-derived MSCs were dissociated with TrypLE Select, washed twice with FACS buffer (PBS, 0.5% BSA), and blocked with FcR blocking reagent (BD) for 10 min at 4 °C before incubation with antibodies using the BD Stemflow human MSC analysis kit. The panels for multicolor analysis of human MSCs included the conjugated antibody cocktail: FITC-CD90, PerCP-Cy™5.5-CD105, APC-CD73, PE-CD44 for positive staining, and the MSC-negative antibody cocktail: PE-CD45, PE-CD34, PE-CD11B, PE-CD19, and PE-HLA-DR. To assess monocyte surface markers, cells in Stage 4 were treated with FcR blocking reagent and then incubated with APC-CY7-CD14, APC-HLA-DR, FITC-CD80, FITC-CD86, APC-CX3CR1 (eBiolegend). To examine function, Stage 4 cells were incubated with FITC labeled beads (Life Technologies) for 30 min and phagocytosis was measured by FACS analysis. Data were collected using BD FACSCanto RUO and analyzed using FlowJo software (Treestar).
Gene expression analysis
Gene expression in iPSCs, MSCs and peripheral blood cells was determined by RNA-seq. RNA was isolated from iPSCs and MSCs using the Direct-zol RNA MiniPrep kit (Zymo Research, Irvine, CA, USA). Peripheral blood was collected in PAXgene Blood RNA tubes, and RNA was isolated using the PAXgene RNA kit (Qiagen). RNA quality was analyzed using the Agilent RNA 6000 Nanokit (Agilent Technologies), and samples with an RNA integrity number greater than 8 were used. Complementary DNA libraries for RNA-seq were prepared based on standard procedures (TruSeq RNA sample preparation guide) published by Illumina. Adapter ligation using the Mondrian SP cartridge (Nugen) was performed on the Mondrian SP workstation (Nugen); library amplification and purification were carried out according to the manufacturer’s instructions. Sequencing was performed using an Illumina HiSeq2500 ultra-high-throughput sequencing system. Reads per kilobase million (RPKM) values represent the number of mapped reads for a gene determined from the RNA-seq run, normalized to the length of the gene and the total number of reads from that run. Five iPSC lines and five MSC lines (including replicate derived HC1 and P1) were analyzed along with six different whole blood (PAXgene) samples from healthy controls using principal components analysis (PCA). Expressed genes were defined as those with RPKMs ≥1 in at least one sample. Differentially expressed genes across all samples (iPSCs, MSCs, and blood) shown in heat maps were defined as those with a coefficient of variation (standard deviation divided by the mean) that was greater than 0.7. Relative expression was determined by subtracting the mean RPKM from the RPKM value for the gene of interest, and dividing by the standard deviation: [relative expression = (valueRPKM – meanRPKM)/std. deviation]. RPKM, PCA, and heat maps were generated using Partek GS 6.6. To analyze relevant pathways represented in the three cell types, ingenuity pathway analysis was applied to differentially expressed genes defined by ANOVA with a fold change of five or more, and a q value less than or equal to 0.1. In osteoblast differentiation experiments, gene expression was measured using nanostring technology according to the manufacturer’s instructions.
Differentiation of iPSC-derived MSCs into chondrocytes, adipocytes, and osteoblasts
Detailed methods for differentiation of MSCs into chondrocytes, adipocytes, and osteoblasts are described in Supplementary Methods.
Co-culture of MSCs and monocytes
To examine whether iPSC-derived MSCs were capable of promoting osteoclast development, we performed co-culture experiments in high-bind 6-well tissue culture plates (Costar). Three millimeters of 1 × 106 monocytes/ml (isolated from a healthy donor by apheresis) in MEM-α (Gibco/Life Technologies) with 15% FBS (Hyclone) were seeded onto a monolayer of iPSC-derived MSCs (105 cells/well). As controls, MSCs and monocytes alone were cultured separately. Cell cultures were fed every 2–3 days, and after 15 days, were assessed for TRAP-positive osteoclasts as described above.
Generation of iPSCs
Generation of MSCs
Gene expression analysis of MSCs and iPSCs
Ankylosing spondylitis risk gene expression
MSC differentiation into chondrocytes, adipocytes, and osteoblasts
Induced pluripotent stem cell differentiation into monocytes/macrophages
Differentiation of iPSCs into myelomonocytic cells involved several stages, during which different cytokine cocktails were used . The first two stages required about 14 days. At Stage 3, morphologically distinct (round) cells began to develop that likely represented hematopoietic precursors (Fig. 5b, top panel). These cells were expanded by a cocktail of cytokines that included stem cell factor (SCF), FMS-like tyrosine kinase 3 ligand (Flt3L), and IL-3. After 4 days, cells were cultured for an additional 14 days with MCSF resulting in monocytic cells (Stage 4) (Fig. 5b, middle panel). At this stage the cells were virtually 100% monocytes, as shown by staining for CD14, HLA-DR, CD80, and CX3CR1, and their ability to phagocytose beads (Fig. 5c). In addition, these monocytes could be differentiated into osteoclasts using RANKL as shown by the appearance of tartrate-resistant acid phosphatase (TRAP) positive multi-nucleated cells (Fig. 5b, bottom).
MSC induction of osteoclast formation
To determine whether iPSC-derived MSCs would support osteoclast formation, we co-cultured MSCs with fresh human monocytes derived from the peripheral blood of a healthy donor. After 18 days, multi-nucleated TRAP-positive osteoclasts were readily apparent (Fig. 5d), but absent when monocytes and MSCs were cultured alone.
Osteoblast mineralization potential
Progress in understanding the pathogenesis of structural damage in axSpA/AS has been hampered by several factors, including the anatomic location of affected tissue, the absence of animal models that faithfully reproduce the bone phenotype, and the lack of primary patient-derived cell lineages that mediate osteoproliferation and bone marrow edema. Our initial goal was to reprogram skin fibroblasts by transiently expressing the necessary transcription factors (OCT4, SOX2, KLF4, and MYC) from an exogenous source that convert adult cells into pluripotent stem cells. Pluripotency of iPSCs derived from reprogrammed fibroblasts was demonstrated by standard criteria including the formation of embryoid bodies exhibiting all three germ layers, and differentiation of iPSCs into multiple cell lineages, as well as global gene expression patterns. We generated MSCs from iPSCs, and showed that the MSCs could be further differentiated into osteoblasts, adipocytes, and chondrocytes. IPSCs could also be successfully differentiated into monocytes capable of phagocytosing and forming osteoclasts. We also showed that MSCs were competent to drive osteoclast formation from peripheral blood monocytes when cultured together. It is important to note that two different iPSC lines, and their derivative MSCs, that were generated independently from the same individual fibroblast line did not show significant phenotypic differences based on gene expression patterns or mineralization potential when differentiated into osteoblasts (data not shown). This indicates that technical variability in creating these iPSC lines does not generate major phenotypic differences, which will be important in future studies of inter-individual functional differences.
Mechanisms leading to aberrant bone formation and structural damage in axSpA/AS are poorly understand, but are most likely a consequence of multiple factors including the location of inflammatory lesions, entheseal stress, and the nature of the inflammatory response . Many genes or genetic regions associated with susceptibility to AS broadly implicate antigen presentation, lymphocyte development, immune activation and signaling, ubiquitin-mediated protein regulation, aminopeptidase activity, and other functons in disease [3, 20, 21]. Whether or not AS risk genes directly affect osteoproliferation remains a question of interest. We show here that MSCs express several risk genes (EDIL3, HAPLN1, ANO6, ANTXR2, ZMIZ1) to a greater extent than either peripheral blood or iPSCs, and three others (UBE2L3, UBE2E3, and NPEPPS) are expressed prominently in both iPSCs and MSCs. UBE2L3 and UBE2E3 are ubiquitin-conjugating enzymes with different biological functions. UBE2L3 is involved in NF-κB activation downstream of both TNF and CD40 signaling . In contrast, UBE2E3 promotes nuclear localization of Nrf2 (nuclear factor erythroid 2-related factor 2) , which is an antioxidant transcription factor that mediates cellular responses to reactive oxygen species (ROS) . NPEPPS (also known as puromycin-sensitivie aminopeptidase or PSA) protects cells from aggregation-prone misfolded proteins , in part by enhancing autophagic clearance . Peptides trimmed by NPEPPS can also access major histocomatibility class I proteins in the ER [27, 28]. Both of these functions could influence the impact HLA-B27 may have on cells . The risk genes whose expression is enriched in MSCs are candidates for involvement in the bone phenotype. EDIL3 and HAPLN1 are adjacent to the AS-associated single nucleotide polymorphism (SNP) (rs4552569) . EDIL3 encodes EGF repeats and discoidin I-like domains protein (also known as DEL1 in mice), which is involved in bone mineralization , epithelial-mesenchymal transitioning , and IL-17-mediated inflammatory bone loss . HAPLN1 encodes hyaluronan and proteoglycan link protein 1 (also known as CRTL1 for cartilage link protein 1), which is a component of extracellular matrix required for normal cartilage development. SNPs in HAPLN1 have also been associated with spinal osteophyte formation in osteoarthritis . ANO6 encodes anoctamin-6 (also known as TMEM16F), which is a membrane phospholipid scramblase that affects bone mineralization by activating the NCX1 calcium transporter . Moreover, Ano6-deficient mice have skeletal deformities and mineralization defects . ANTXR2 encodes the anthrax toxin receptor 2, which binds LRP6, a Wnt co-receptor involved in bone formation . Finally, ZMIZ1 (zinc finger MIZ-containing 1) is in the PIAS (protein inhibitor of activated STAT) family of proteins which enhances SMAD signaling in response to TGFβ . In addition to possible effects on osteogenesis, a region containing ZMIZ1 has been associated with inflammatory/autoimmune diseases including Crohn’s disease and ulcerative colitis , celiac disease , multiple sclerosis , and vitiligo . It should be noted that the lower expression of these MSC and iPSC-enriched genes in whole blood does not rule out important functions in low abundance cell types where expression may be significantly higher. Nevertheless, the contribution of these gene products to the formation of cartilage and bone, and to bone mineralization, together with their enriched expression in MSCs, suggests that disease-specific iPSCs that can be used to generate cell types involved in bone formation (i.e., MSCs, osteoblasts, and chondrocytes) will facilitate important functional genomics studies in AS pathogenesis.
It is noteworthy that Xie et al. recently reported that MSCs obtained from AS patients have an increased osteogenic differentiation capacity, apparently due to an imbalance between BMP2 and Noggin secretion . The underlying cause of these differences is not clear. While genetic differences could play a role, the MSCs were obtained from bone marrow aspirates from patients with active disease, and thus the behavior of the cells might also reflect the influence of disease-related cytokines, other soluble factors, and/or epigenetic differences. The development and application of iPSC technology provides an opportunity to address this question, since iPSCs are reprogrammed, erasing disease-specific epigenetic differences, and thereafter generated under controlled conditions.
In conclusion, we have generated iPSCs from axSpA patients and differentiated them into cell types that are relevant to the pathogenesis of axSpA/AS. We show for the first time that several AS risk genes that are likely to have an impact on osteogenesis are preferentially expressed in iPSC-derived MSCs that serve as precursors to osteoblasts. The ability to maintain and study iPSCs and their derivatives indefinitely provides a unique opportunity to evaluate their function under defined experimental conditions including inflammation or mechanical stress, and to determine their influence on other cell lineages to better understand dysregulated bone formation in axSpA/AS.
This study utilized the high-performance computational capabilities of the Biowulf Linux cluster at the National Institutes of Health, Bethesda, MD (http://biowulf.nih.gov). We thank Gustavo Gutierrez-Cruz, NIAMS, National Instututes of Health, for his assistance with the RNA-seq technology. This work was supported by the NIAMS Intramural Research Program, Z01 AR041184.
Compliance with ethical standards
- 2.Rudwaleit M, van der Heijde D, Landewe R, Listing J, Akkoc N, Brandt J, Braun J, Chou CT, Collantes-Estevez E, Dougados M, Emery P, van der Horst-Bruinsma IE, Inman R, Khan MA, Leirisalo-Repo M, van der Linden S, Maksymowych WP, Mielants H, Olivieri I, Sturrock R, de Vlam K, Sieper J (2009) The development of Assessment of SpondyloArthritis international Society classification criteria for axial spondyloarthritis (part II): validation and final selection. Ann Rheum Dis 68:777–783CrossRefPubMedGoogle Scholar
- 5.Sherlock JP, Joyce-Shaikh B, Turner SP, Chao CC, Sathe M, Grein J, Gorman DM, Bowman EP, McClanahan TK, Yearley JH, Eberl G, Buckley CD, Kastelein RA, Pierce RH, Laface DM, Cua DJ (2012) IL-23 induces spondyloarthropathy by acting on ROR-γt+CD3+CD4−CD8– entheseal resident T cells. Nat Med 18:1069–1076CrossRefPubMedGoogle Scholar
- 6.Braun J, Bollow M, Neure L, Seipelt E, Seyrekbasan F, Herbst H, Eggens U, ADistler A, Sieper J (1995) Use of immunohistologic and in situ hybridization techniques in the examination of sacroiliac joint biopsy specimens from patients with ankylosing spondylitis. Arthritis Rheum 38:499–505CrossRefPubMedGoogle Scholar
- 8.Appel H, Maier R, Wu P, Scheer R, Hempfing A, Kayser R, Thiel A, Radbruch A, Loddenkemper C, Sieper J (2011) Analysis of IL-17(+) cells in facet joints of patients with spondyloarthritis suggests that the innate immune pathway might be of greater relevance than the Th17-mediated adaptive immune response. Arthritis Res Ther 13:R95CrossRefPubMedPubMedCentralGoogle Scholar
- 15.Merling RK, Sweeney CL, Chu J, Bodansky A, Choi U, Priel DL, Kuhns DB, Wang H, Vasilevsky S, De Ravin SS, Winkler T, Dunbar CE, Zou J, Zarember KA, Gallin JI, Holland SM, Malech HL (2015) An AAVS1-targeted minigene platform for correction of iPSCs from all five types of chronic granulomatous disease. Mol Ther 23:147–157CrossRefPubMedGoogle Scholar
- 22.Lewis MJ, Vyse S, Shields AM, Boeltz S, Gordon PA, Spector TD, Lehner PJ, Walczak H, Vyse TJ (2015) UBE2L3 polymorphism amplifies NF-kappaB activation and promotes plasma cell development, linking linear ubiquitination to multiple autoimmune diseases. Am J Hum Genet 96:221–234CrossRefPubMedPubMedCentralGoogle Scholar
- 27.Levy F, Burri L, Morel S, Peitrequin AL, Levi N, Bachi A, Hellman U, Van den Eynde BJ, Servis C (2002) The final N-terminal trimming of a subaminoterminal proline-containing HLA class I-restricted antigenic peptide in the cytosol is mediated by two peptidases. J Immunol 169:4161–4171CrossRefPubMedGoogle Scholar
- 30.Lin Z, Bei JX, Shen M, Li Q, Liao Z, Zhang Y, Lv Q, Wei Q, Low HQ, Guo YM, Cao S, Yang M, Hu Z, Xu M, Wang X, Wei Y, Li L, Li C, Li T, Huang J, Pan Y, Jin O, Wu Y, Wu J, Guo Z, He P, Hu S, Wu H, Song H, Zhan F, Liu S, Gao G, Liu Z, Li Y, Xiao C, Li J, Ye Z, He W, Liu D, Shen L, Huang A, Wu H, Tao Y, Pan X, Yu B, Tai ES, Zeng YX, Ren EC, Shen Y, Liu J, Gu J (2011) A genome-wide association study in Han Chinese identifies new susceptibility loci for ankylosing spondylitis. Nat Genet 44:73–77CrossRefPubMedGoogle Scholar
- 33.Eskan MA, Jotwani R, Abe T, Chmelar J, Lim JH, Liang S, Ciero PA, Krauss JL, Li F, Rauner M, Hofbauer LC, Choi EY, Chung KJ, Hashim A, Curtis MA, Chavakis T, Hajishengallis G (2013) The leukocyte integrin antagonist Del-1 inhibits IL-17-mediated inflammatory bone loss. Nat Immunol 13:465–473CrossRefGoogle Scholar
- 34.Urano T, Narusawa K, Shiraki M, Sasaki N, Hosoi T, Ouchi Y, Nakamura T, Inoue S (2011) Single-nucleotide polymorphism in the hyaluronan and proteoglycan link protein 1 (HAPLN1) gene is associated with spinal osteophyte formation and disc degeneration in Japanese women. Eur Spine J 20:572–577CrossRefPubMedGoogle Scholar
- 36.Ehlen HW, Chinenkova M, Moser M, Munter HM, Krause Y, Gross S, Brachvogel B, Wuelling M, Kornak U, Vortkamp A (2013) Inactivation of anoctamin-6/Tmem16f, a regulator of phosphatidylserine scrambling in osteoblasts, leads to decreased mineral deposition in skeletal tissues. J Bone Min Res 28(2):246–259CrossRefGoogle Scholar
- 41.Patsopoulos NA, Bayer Pharma MS Genetics Working Group., Steering Committees of Studies Evaluating IFNβ-1b and a CCR1-Antagonist., ANZgene Consortium., GeneMsa., International Multiple Sclerosis Genetics Consortium, Esposito F et al (2011) Genome-wide meta-analysis identifies novel multiple sclerosis susceptibility loci. Ann Neurol 70:897–912CrossRefPubMedPubMedCentralGoogle Scholar
- 42.Sun Y, Zuo X, Zheng X, Zhou F, Liang B, Liu H, Chang R, Gao J, Sheng Y, Cui H, Wang W, Andiappan AK, Rotzschke O, Yang S, Sun L, Zhang F, Zhang X, Ren Y, Liu J (2014) A comprehensive association analysis confirms ZMIZ1 to be a susceptibility gene for vitiligo in Chinese population. J Med Gen 51:345–353CrossRefGoogle Scholar
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.