Abstract
Vascular calcification (or mineralization) is a common complication of chronic kidney disease (CKD) and is closely associated with increased mortality and morbidity rates. We recently reported that activation of the activating transcription factor 4 (ATF4) pathway through the saturated fatty acid (SFA)-induced endoplasmic reticulum (ER) stress response plays a causative role in CKD-associated vascular calcification. Here, using mouse models of CKD, we 1) studied the contribution of the proapoptotic transcription factor CCAAT enhancer–binding protein homologous protein (CHOP) to CKD-dependent medial calcification, and 2) we identified an additional regulator of ER stress–mediated CHOP expression. Transgenic mice having smooth muscle cell (SMC)–specific CHOP expression developed severe vascular apoptosis and medial calcification under CKD. Screening of a protein kinase inhibitor library identified 16 compounds, including seven cyclin-dependent kinase (CDK) inhibitors, that significantly suppressed CHOP induction during ER stress. Moreover, selective CDK9 inhibitors and CRISPR/Cas9-mediated CDK9 reduction blocked SFA-mediated induction of CHOP expression, whereas inhibitors of other CDK isoforms did not. Cyclin T1 knockout inhibited SFA-mediated induction of CHOP and mineralization, whereas deletion of cyclin T2 and cyclin K promoted CHOP expression levels and mineralization. Of note, the CDK9–cyclin T1 complex directly phosphorylated and activated ATF4. These results demonstrate that the CDK9–cyclin T1 and CDK9–cyclin T2/K complexes have opposing roles in CHOP expression and CKD-induced vascular calcification. They further reveal that the CDK9–cyclin T1 complex mediates vascular calcification through CHOP induction and phosphorylation-mediated ATF4 activation.
Keywords: endoplasmic reticulum stress (ER stress), vascular smooth muscle cells, fatty acid, cyclin-dependent kinase (CDK), vascular biology, CDK9, CHOP, ER stress, saturated fatty acids, vascular calcification, kidney disease, renal dysfunction, atherosclerosis, cardiovascular disease
Introduction
Medial calcification is a common complication of chronic kidney disease (CKD)2 and a strong predictor of mortality and morbidity (1, 2). Medial calcification is more prevalent in patients with CKD than atherosclerotic calcification. We previously reported that serum levels of total saturated fatty acids (SFA), such as palmitic acid (C16:0) and stearic acid (C18:0), are positively associated with cardiovascular calcification in patents with CKD (3). Consistently, accumulation of SFAs in vascular smooth muscle cells (VSMCs) due to the inhibition of stearoyl-CoA desaturase induced severe medical calcification in mice. Recent evidence suggests that endoplasmic reticulum (ER) stress is a major contributor to the pathogenesis of vascular and valvular calcification in CKD (2–11). The ER is a major site of calcium regulation, protein folding, and lipid metabolism (12). ER stress is a defense system activated to maintain ER homeostasis and is initiated by calcium imbalance and accumulation of unfolded proteins and SFAs. The three ER resident sensors, PKR-like endoplasmic reticulum kinase (PERK), inositol-requiring enzyme 1 (IRE1), and activating transcription factor 6 (ATF6), implement the ER stress response (13). We previously reported that the PERK-initiated pathway of the ER stress response is critical in the mineralization of VSMCs (3, 8–11). Activating transcription factor 4 (ATF4) is a pivotal transcription factor in the PERK–eukaryotic protein initiation factor 2α (eIF2α) pathway of the ER stress response and in osteoblast differentiation (14–17). ATF4 targets CHOP, resulting in apoptosis under ER stress (4, 12, 18). We recently reported that CKD induced levels of aortic ER stress markers such as ATF4 and CHOP due to accumulation of aortic SFAs such as stearic acid (3, 10, 11). Global haploinsufficient and smooth muscle cell (SMC)-specific knockout of ATF4 attenuated both medial and atherosclerotic calcification in mouse models of CKD (11).
Cyclin-dependent kinases (CDKs) are members of the serine/threonine kinase subfamily (19–21). Cyclins are regulatory subunits that bind to the CDK, resulting in activation of the kinase. Most members of the CDK family form a CDK–cyclin complex and are involved in the regulation of either cell cycle or transcription. The human genome encodes 21 CDKs (1–11a and 11b-20) and over 15 cyclins (A–L, O, T, and Y) (19–22). CDK9 does not act in cell-cycle regulation processes; rather, it acts in differentiation processes (22–30). CDK9 forms heterodimeric complexes with cyclins T1, T2a, T2b, and K (22, 31–34). Cyclins T2a and T2b are splice variants with T2b having an additional 67 amino acids at its C terminus. CDK9 is expressed ubiquitously in all tissues, as are its activators, cyclins T1, T2a, and T2b (22, 31, 33). CDK9–cyclin heterodimers are components of a larger protein complex called positive transcription elongation factor b (P-TEFb). CDK9 in the P-TEFb complex phosphorylates the C-terminal domain of RNA polymerase II, a key regulatory mechanism during elongation (35–38). In vitro, all four complexes (CDK9–cyclin T1, CDK9–cyclin T2a, CDK9–cyclin T2b, and CDK9–cyclin K) possess transcription elongation activity (33, 34). The CDK9–cyclin T2 complex phosphorylates myoblast determination protein 1 to regulate muscle differentiation (27, 29). However, which CDK9–cyclin complex contributes to ER stress-induced CHOP expression and medial calcification has yet to be determined.
In this context, we examined whether CHOP induction solely induces medial calcification in CKD, and we identified a novel pathway that contributes to ER stress-induced CHOP expression and vascular calcification.
Results
SMC-specific CHOP overexpression augments medial calcification in CKD
To study the SMC-specific role of CHOP in regulating medial calcification, we generated CHOP conditional transgenic (loxTG) mice similar to the ATF4 loxTG mice that we previously reported (11). The random insertion of a transgene into the mouse genome may cause deregulation or misregulation of the expression of essential genes. To overcome this issue, a conditional CHOP transgene was inserted to a known permissive locus, Rosa26, by a recombinase-mediated cassette exchange procedure (Fig. 1A). Conditional CHOP transgenic (Rosa26–CHOPloxtg/+) mice were bred with SMMHC–CreER(T2) mice to generate SMC–CHOP conditional transgenic (SMMHC–CreER(T2); Rosa–CHOPloxtg/+) mice. Injection of tamoxifen but not vehicle in SMC–CHOP conditional transgenic mice caused CHOP overexpression (Fig. 1, B and C). Tamoxifen injection induced the expression of the CHOP transgene in SMCs but not in fibroblasts, macrophages, neutrophils, hepatocytes, the brain, or skeletal muscles (data not shown). SMC–CHOP overexpression affected target gene expression. Protein levels of Bax and GADD34 were increased in the aortic media of SMC–CHOP TG mice, whereas BcL2 and BiP protein levels were reduced (Fig. 1B). As expected, CKD increased levels of BUN, serum creatinine, and phosphorus, which were not altered by SMC–CHOP overexpression (Fig. 1, D–F). Under normal kidney conditions (NKD), control WT and SMC–CHOP TG mice did not show calcified lesions in the aortic arches, whereas SMC–CHOP TG mice, but not control mice under CKD, displayed severe medial calcification (Fig. 1, G and H). In addition, aortic calcium content and vascular apoptosis were increased by 2.7- and 2.3-fold, respectively, in SMC–CHOP TG mice compared with control mice under CKD. Under the NKD condition, there was no significant different in aortic calcium content and vascular apoptosis (Fig. 1, I and J).
Inhibition of CDK9 blocks SFA-induced CHOP expression
To explore a signaling pathway that blocks SFA-induced CHOP expression, we screened a kinase inhibitor library containing >140 compounds by treating human VSMCs with a saturated fatty acid, stearic acid (C18:0). Based on the library screening, we found that 16 kinase inhibitors blocked C18:0-induced CHOP expression, seven of which were surprisingly cyclin-dependent kinase inhibitors (Fig. 2A and Table 1). We also confirmed that pan-CDK inhibitors but not common protein kinase inhibitors (MEK, PKA, RSK, and p38 MAPK) blocked C18:0-induced CHOP expression in mouse VSMCs, similar to human VSMCs (Fig. 2B) The pan-CDK inhibitors such as flavopiridol and AT7519 have potent inhibitory activity against multiple CDK isoforms. To identify which CDK isoform regulates SFA-induced CHOP expression, VSMCs were treated with several isoform-specific CDK inhibitors. Interestingly, only compounds inhibiting CDK9, including AT7519 (lane 3), flavopiridol (lane 4), dinaciclib (lane 5), AZD5438 (lane 7), CAY10574 (lane 10), and LDC000067 (lane 11) reduced levels of CHOP induced by C18:0 (Fig. 2C), suggesting that CDK9 regulates CHOP expression. CDK9-specific inhibitor treatment reduced levels of CHOP protein and mRNA (Fig. 2, D and E), whereas other ER stress markers such as ATF4 (Fig. 2D), sXBP-1 (Fig. 2F), BiP (Fig. 2G), and ATF3 (data not shown) were not affected. We next confirmed whether CDK9 regulates ER stress-mediated CHOP expression using two common ER stress inducers, thapsigargin and tunicamycin. CDK9-specific inhibitor (CAY10574) blocked the induction of CHOP by thapsigargin and tunicamycin (Fig. 3, A and B). To further confirm that CDK9 contributes to ER stress-mediated CHOP expression, CDK9 knockout VSMCs were generated using a CRISPR–Cas9 system. Because CDK9 homozygous (−/−) VSMCs were not viable, CDK9 heterozygous (+/−) VSMCs were used. CDK9 haplo-insufficiency blocked C18:0-mediated CHOP but not other ER stress effectors such as BiP and sXBP1, consistent with treatment with CDK9-specific inhibitors (Fig. 3, C–F). These data suggest that CDK9 selectively regulates CHOP induction under ER stress.
Table 1.
Inhibitor name | CHOP expression (ratio to C18:0 with vehicle) | |
---|---|---|
Olomoucine | Cyclin-dependent kinases (CDK) inhibitor | 0.63 |
INK128 | TORC1/2 inhibitor | 0.59 |
PI3Kα inhibitor 2 | Phosphatidylinositol 3-kinase (PI3Kα) inhibitor | 0.59 |
CAY10574 | CDK9 and CDK2-cyclin E inhibitor | 0.50 |
Torin 1 | mTOR selective inhibitor | 0.28 |
Kenpaullone | CDKs and glycogen synthase kinase 3β (GSK3β) inhibitor | 0.19 |
5-Iodotubercidin | Nonspecific PK inhibitor | 0.19 |
Bisindolylmaleimide IX (mesylate) | Protein kinase C (PKC) isoforms inhibitor | 0.19 |
NSC 663284 | Cdc25 isoforms inhibitor | 0.18 |
Wortmannin | PI3K enzymes inhibitor | 0.17 |
PHA-767491 | CDK7/CDK9 kinase inhibitor | 0.17 |
GSK1059615 | PI3Kα inhibitor | 0.17 |
BIBF 1120 | Tyrosine kinase inhibitor | 0.14 |
Dinaciclib | pan-CDK inhibitor | 0.14 |
AT7519 | pan-CDK inhibitor | 0.13 |
Flavopiridol | pan-CDK inhibitor | 0.02 |
C18:0 with vehicle | BSA | 1.00 |
Vehicle | BSA | 0.15 |
CDK9 inhibitor blocked vascular calcification in CKD
We next investigated whether CDK9 inhibition blocks mineralization of VSMCs in vitro and CKD-dependent vascular calcification in vivo. Because orally active and potent CDK9-specific inhibitor is not commercially available, we used flavopiridol, which preferentially inhibits CDK9 over other CDK isoforms at a low dose (39–41). First, we determined whether flavopiridol blocks mineralization of VSMCs. Flavopiridol treatment significantly reduced C18:0-induced mineralization of VSMCs (Fig. 4A). We next examined whether flavopiridol treatment prevents CKD-dependent vascular calcification in vivo. DBA/2J mice with 5/6 nephrectomies were treated with 0.5 or 2.5 mg/kg flavopiridol for 8 weeks. Flavopiridol treatment did not affect levels of serum creatinine, phosphorus, and calcium (data not shown). Similar to previous studies, CKD (5/6 nephrectomy) increased levels of aortic CHOP mRNA by 4.4-fold compared with NKD (sham operation) (8, 9). Both 0.5 and 2.5 mg/kg flavopiridol treatment completely reduced CKD-mediated CHOP induction (Fig. 4B), resulting in marked attenuation of CKD-dependent medial calcification in DBA/2J mice (Fig. 4, C–E).
The CDK9–cyclin T1 complex is necessary for SFA-induced CHOP expression and vascular calcification by inhibiting ATF4 recruitment onto ATF4RE of the CHOP promoter. Because 1) CDK9-specific inhibition by chemical inhibition and the gene-editing technique was toxic to VSMCs and not suitable for studying its role in the regulation of vascular mineralization (data not shown), and because 2) CDK9 forms three complexes with cyclin T1, cyclin T2, and cyclin K, we hypothesized that each CDK9–cyclin complex might play a distinct role in ER stress-mediated CHOP expression and vascular calcification. As shown in Fig. 5, we successfully generated cyclin T1 (Ccnt1) KO VSMCs using the Cas9–CRISPR technique. Ccnt1 deficiency reduced CDK9 expression and induced cyclin T2 (Ccnt2) expression. Ccnk expression was not changed in Ccnt1 KO VSMCs. More importantly, Ccnt1 deficiency completely blocked C18:0-mediated CHOP expression, despite no alteration in upstream ER stress effectors such as ATF4 (Fig. 5, A and B). In addition, Ccnt1 deficiency reduced the induction of CHOP through other ER stress inducers such as thapsigargin and tunicamycin (Fig. 5C). Furthermore, Ccnt1 deficiency significantly attenuated C18:0-induced mineralization of VSMCs (Fig. 5D). As shown Fig. 6, we next modulated Ccnt2 and Ccnk in VSMCs by the Cas9–CRISPR technique. We generated Ccnt2 KO VSMCs and Ccnk heterozygous KO VSMCs, because Ccnk homozygous KO VSMCs were completely lethal. In contrast to Ccnt1 deficiency, Ccnt2 and Ccnk deficiencies significantly intensified C18:0-mediated CHOP expression, whereas ATF4 expression was not altered (Fig. 6, A–D). Consistent with CHOP induction, both Ccnt2 and Ccnk deficiency augmented C18:0-mediated vascular calcification (Fig. 6, E and F). Ccnk deficiency induced mineralization of VSMCs even in the absence of C18:0 (Fig. 6F). Because 1) CDK9 modulation did not affect the expression of ATF4 and 2) ATF4 is the most critical regulator of CHOP expression under ER stress, we determined whether CDK9 affects the recruitment of ATF4 onto the ATF4RE of the CHOP promoter. To specifically study ATF4 recruitment, ATF4RE triplets (3× ATF4RE) were inserted to a luciferase reporter where the luciferase expression is driven on its own through the thymidine kinase promoter (42). ATF4 expression led to >30-fold induction of luciferase activity with 3× ATF4RE (Fig. 7A). ATF4-mediated induction of luciferase activity was remarkably lowered with the treatment of CDK9 inhibitors such as flavopiridol and CAY10574 (Fig. 7A). To determine that CDK9 regulates the recruitment of ATF4 to the endogenous native CHOP promoter in VSMCs under ER stress, a ChIP assay was performed in VSMCs treated with C18:0 in the presence of CDK9 inhibitors (flavopiridol and CAY10574) (Fig. 7B). C18:0 treatment increased the recruitment of ATF4 to the CHOP promoter by 8.3-fold, which was significantly reduced by co-treatment with CDK9 inhibitors (Fig. 7B). We next examined whether CDK9, cyclin T1, or other pTEFb components such as RNA polymerase II and BRD4 make a complex with ATF4 using co-immunoprecipitation, GST pulldown, and double-ChIP assays. However, none of these experiments supported the idea that CDK9, cyclin T1, and other pTEFb components physically bind to ATF4 (data not shown). Because CKD9–cyclin T1 is a serine/threonine kinase, we therefore examined whether the CDK9–cyclin T1 complex simply phosphorylates and activates ATF4. As shown in Fig. 7, C and D, and Table S2, the kinase assay and LC-MS/MS–based proteomics assay revealed that the CDK9–cyclin T1 complex phosphorylated multiple serine/threonine residues of ATF4, including serine 18, serine 50, serine 58, serine 59, serine 69, serine 80, threonine 137, serine 166, serine 171, serine 172, and serine 179, which were completely blocked by CDK9 inhibitor treatment (Fig. 7C). To determine which CDK9-mediated serine/threonine phosphorylation is crucial for the transcriptional activity of ATF4, we replaced the serine/threonine with alanine and analyzed the transcriptional activity. Multiple serine/threonine to alanine mutations of ATF4 including S18A, S58/59A, S166A, and S172A significantly reduced the transcriptional activity of ATF4 (Fig. 7E).
Discussion
Recent studies revealed that ER stress pathways contribute to cardiovascular calcification in CKD and atherosclerosis (2–11). We previously reported the following: 1) CKD increases the level of circulating C18:0 through a klotho-dependent mechanism; 2) CKD induces levels of aortic transcriptional ER stress effectors such as ATF4 and CHOP; 3) accumulation of C18:0 induces ER stress, resulting in severe medial calcification in vivo; and 4) global and SMC-specific modulations of ATF4 affect medial calcification in CKD (3, 8–11). However, which ATF4 target promotes the development of CKD-dependent medial calcification is not fully understood. In this study, VSMC-specific and sole induction of CHOP, which is a major downstream target of ATF4, caused and enhanced vascular calcification in CKD. The overexpression of CHOP recapitulated the CKD state and induced medial calcification in the absence of renal dysfunction. The results demonstrate that the induction of CHOP by ATF4 is a key event in the pathogenesis of CKD-dependent medial calcification.
CHOP is a strong mediator of apoptosis under ER stress (4, 12, 18). A number of studies have suggested that VSMC apoptosis links vascular calcification and osteogenic differentiation (4, 6, 43–47). Our previous study showed that CKD simultaneously induced vascular apoptosis and ER stress (3, 9, 11). This study confirmed that CHOP overexpression solely induced VSMC apoptosis in vivo, accompanied by the induction of CKD-dependent medial calcification. We previously reported that CHOP deficiency/knockdown inhibited vascular apoptosis and atherosclerotic calcification in vitro and in vivo (9). These results demonstrate that ER stress-mediated VSMC apoptosis plays a critical role in the pathogenesis of CKD-dependent medial calcification.
We also identified new effectors of ER stress, the CDK9–cyclin complexes. Inhibition of CDK9 by chemical inhibition and Cas9–CRISPR gene editing specifically blocked CHOP induction by C18:0. Our results suggest that CDK9 specifically regulates ER stress-mediated CHOP induction but not other ER stress markers. We also demonstrated that CDK9 regulates ATF4 recruitment onto the ATF4RE of the CHOP promoter without affecting the expression of ATF4. We strived to find a physical interaction between P-TEF components (CDK9, cyclin T1, BRD4, and RNA polymerase II) and ATF4 using a number of techniques, including pulldown, double-ChIP, and co-immunoprecipitation (data not shown). Unlike a previous study on amino acid deficiency (48), any physical interactions between ATF4 and P-TEF components were not observed. We demonstrated that the CDK9–cyclin T1 complex was directly activated through phosphorylation at multiple serine and threonine residues, which were blocked by the CDK9 inhibitor. We also demonstrated that multiple phosphorylations of serine/threonine by CDK9 are critical for inducing CHOP. Interestingly, the CDK9–cyclin T1 and CDK9–cyclin T2/K complexes play distinct roles on ER stress-mediated CHOP expression. Cyclin T1 knockout reduced CHOP expression, whereas cyclin T2 and cyclin K knockout augmented CHOP expression induced by ER stress. In addition, cyclin T2–CDK9 blocked phosphorylation of ATF4 by the cyclin T1–CDK9 complex (data not shown). These data suggest that cyclin T1 works as an endogenous activator on ER stress-mediated CHOP expression and vascular apoptosis, whereas cyclin T2 and cyclin K work as endogenous inhibitors by blocking ATF4 recruitment onto the CHOP promoter.
In this study, we focused on examining the role of CDK9 in regulating ER stress-mediated CHOP expression. In addition to CDK9, however, our inhibitor library screening found that five inhibitors for the phosphoinositide 3-kinase (PI3K)-mechanistic target of rapamycin (mTOR) pathway blocked C18:0-mediated CHOP expression (Table 1). The data suggest that PI3K–mTOR signaling contributes to ER stress-mediated CHOP expression and vascular calcification. Several in vitro studies have shown that the mTOR inhibitor rapamycin inhibits mineralization and osteogenic differentiation of VSMCs (49, 50), suggesting that mTOR may play a causative role in the development of vascular calcification. Taken together, the mechanism by which mTOR inhibition blocks vascular mineralization may be through the attenuation of ER stress-mediated CHOP expression. Further mechanistic and in vivo studies will be required to determine the following: 1) how mTOR inhibition blocks ER stress-mediated CHOP expression, and 2) which mTOR contributes to vascular calcification in vivo.
Taken together with previous reports from our group and other groups, this study reveals that ER stress-mediated CHOP is a critical event in the pathogenesis of vascular calcification. The CDK9–cyclin T1 complex is an essential component in ER stress-mediated pro-apoptotic CHOP expression and vascular calcification by phosphorylation-mediated ATF4 activation. In addition, cyclin T2 and cyclin K endogenously inhibit CHOP induction by competitively binding to CDK9 (Fig. 8). Moving toward translational medical inhibition of the cyclin T1/CDK9–CHOP pathway may be a potential strategy to treat CKD-dependent vascular calcification.
Experimental procedures
Animals
DBA/2J mice were purchased from The Jackson Laboratory. SMMHC–CreER(T2) mice were generated as described previously (3, 11, 51, 52). For SMC-specific CHOPTG mice, we introduced the transgene at the Rosa26 locus by the recombinase-mediated cassette exchange method that we recently developed to circumvent the inherent problem of random insertion via traditional pronuclear injection. In brief, we transfected 5 × 106 R26FNF3–1F1 ES cells with 15 μg of pFLSLF3-HA CHOP and 15 μg of pCAG-Flpe (Addgene plasmid 13787). From the 96 clones tested, we found seven clones with the expected genotype, which were also G418-sensitive, indicating successful exchange of the original neo cassette for the transgene cassette at the Rosa26 locus. Karyotypically normal ES clones were microinjected into C57BL/6 blastocysts to produce chimeric founders at the Bioengineering Core Facility, University of Colorado. The generated mice were named Rosa26–CHOP conditional TG (Rosa26–CHOPloxtg/+) mice. All of the mouse strains were backcrossed more than 10 times with C57Bl/6J mice. The genetic backgrounds were checked at the BioResources Core Facility of the Barbara Davis Center, University of Colorado-Denver. The Rosa26–CHOPloxtg/+ mice were intercrossed with SMMHC–CreER(T2) mice to obtain SMMHC–CreER(T2);CHOPloxTG/+ mice. Because the SMMHC–CreER(T2) transgene was inserted on the Y chromosome, only males were used in this study. The 5-week-old males were intraperitoneally injected with either 1 mg of tamoxifen in vegetable oil or vehicle for 5 consecutive days to produce SMC-specific CHOPTG mice and control mice, respectively. After the injections, the mice were maintained on a special diet (TD10364) for 12 weeks. CKD was induced using 5/6 nephrectomy as reported previously, whereas sham operation was used as an NKD condition (8, 9, 53). VSMCs, skin fibroblasts, peritoneal macrophages, neutrophils, and hepatocytes were isolated as described previously. For the studies with the CDK9 inhibitor, 8-week-old DBA2J males were subjected to either sham operation or 5/6 nephrectomy. Two weeks after the surgeries, mice were treated by daily i.p. injections of either vehicle (5% DMSO/PBS) or 0.5 or 2.5 mg/kg flavopiridol for 8 weeks (54, 55). Animal experiments were approved by the Institutional Animal Care and Research Advisory Committee, University of Colorado at Denver.
Cell cultures
Human VSMCs were purchased from Applied Biological Materials (T0515, Richmond, British Columbia, Canada). A mouse VSMC line (MOVAS-1) was provided by Mansoor Husan at the University of Toronto (Toronto, Canada) (3, 9, 10). VSMCs were maintained in DMEM containing 10% fetal bovine serum with 100 units/ml penicillin and 100 μg/ml streptomycin. For calcification assays, MOVAS cells were treated with BSA or 250 μm C18:0 with 2.6 mm Pi every 2 days for a week.
Preparation of lentiviral particles and CRISPR–Cas9 system-based gene knockout of Ccnt1, Ccnt2, and CcnK genes
Scrambled (Applied Biological Materials Inc., Richmond, British Columbia, Canada) or target gene sgRNA (listed in Table S1) was inserted in lenti-CRISPR version 2 plasmid (Addgene) or pLenti-U6-sgRNA-SFFV-Cas9–2A-Puro plasmid (Applied Biological Materials Inc), including the Cas9 coding sequence in the lentiviral sequence region. HEK293T cells were seeded at a density of 6 × 105 cells/well in 6-well plates, grown overnight, and then transfected with 300 ng of psPAX2, 100 ng of pMD2, and 400 ng of each sgRNA CRISPR–Cas9 lentivirus plasmid (plasmid amount rate 3:1:4) using Turbofect (ThermoFisher Scientific). Media were changed to new media, and media containing lentiviral particles were collected 2 days later. Lentiviral media were centrifuged once at 1500 × g for 3 min, and the supernatant was collected. MOVAS cells were seeded in 6-well plates and infected 24 h later with each lentiviral media in the presence of 10 μg/ml Polybrene. Cells were treated with 5 μg/ml puromycin for selection of infected cells. Total RNA of heterogeneous cells was collected, and cDNA synthesis was conducted from the RNA template, followed by high-resolution melting analysis with a StepOne Plus qPCR instrument (Applied Biosystems) to check for mutations occurring on regions around each sgRNA target sequence (primer sequences listed in Table S1) (56). Heterogeneous cells with gene mutations were plated at 0.5 cells/well in a 96-well plate to obtain a single cell clone. Next, total RNA of each single cell-derived clone was collected to check for mutations using high-resolution melting qRT-PCR, and then each mutated sequence was analyzed by DNA sequencing (Eurofins Genomics Company). Protein from gene-edited clones was prepared and analyzed by immunoblot analysis to determine whether gene knockout was complete.
RNA analysis
qRT-PCR assays were performed using an Applied Biosystems StepOne Plus qPCR instrument. Quantitative expression values were calculated by the absolute standard curve method using plasmid template (Open Biosystems) containing each target gene cDNA. Primer sequences that are fully validated were obtained from the Primer bank (Harvard University, https://pga.mgh.harvard.edu/primerbank/)3 and published previously (3, 11).
Transfection and luciferase assays
HEK293T cells were plated at a density of 1 × 105 cells/well in 24-well plates and grown overnight. Cells were transfected with 200 ng of firefly luciferase reporter plasmids (pGL3, Promega), 50 ng of expression plasmid (FLAG-Atf4-pcDNA3.1), and 100 ng of pCMV-LacZ vector using Turbofect (ThermoFisher Scientific). After 24 h of transfection, cells were harvested with 100 μl of passive lysis buffer, and luciferase activities were measured using a luciferase assay system (Promega). Firefly luciferase activity was divided by β-gal activity to obtain a normalized value, the relative luciferase unit.
Immunoblot analysis
Cell and tissue lysates were prepared using RIPA buffer (150 mm NaCl, 1% Nonidet P-40, 0.5% sodium deoxycholate, 0.1% SDS, 50 mm Tris, pH 8.0). Cells were disrupted by pipetting 10–15 times and centrifuged at 13,800 × g for 10 min at 4 °C, and the supernatant was collected as total cell lysates. The samples were separated by SDS-PAGE, transferred to a nitrocellulose membrane, and immunoblotted with the following antibodies: ATF4 (D4B8), CHOP (D46F1), ATF3(D2Y5W), BiP (C50B12), Bcl-2 (D17C4), and cyclin T1 (D1B6G) from Cell Signaling Technology; CDK9 (D-7), cyclin K (G-11), Bax (B-9), GADD34 (H-193), β-Actin (C-4), and GAPDH (V-18) from Santa Cruz Biotechnology; and cyclin T2 (NBP1-87592) from Novus Biologicals. Samples were visualized using horseradish peroxidase coupled to appropriate secondary antibodies with enhancement by an ECL detection kit (ThermoFisher Scientific).
Kinase inhibitor library screening
The kinase inhibitor library was purchased from Cayman Chemicals. Human VSMCs (Applied Biological Materials) were seeded in 6-well plates and grown overnight. Following pretreatment with 10 μm of each drug for 2 h, VSMCs were co-treated with 250 μm 18:0 and 10 μm of each drug for 6 h. VSMCs lysates were then prepared using RIPA buffer. CHOP band intensity was semi-quantified using ImageJ and corrected by actin band intensity. The inhibitors found to be effective in inhibiting SFA-induced CHOP protein expression are listed in Table 1.
Histological analysis
Calcified lesions in the aortic arches were analyzed as described previously (3, 9, 11, 53). To distinguish between calcified lesions and pigments on the aortic valve leaflets, histological images were captured before and after von Kossa staining. Apoptotic cells in the medial layer of aortic arches were detected using an In Situ Cell Death Detection Kit (Roche Applied Science), as described previously (8, 9, 11, 57). At least five sections from each sample were analyzed.
Calcium content in cultured cells and aortas
Matrix calcium deposition in cultured cells and aortas was quantified as described previously (3, 8, 9, 11, 53, 57).
ChIP analysis
The samples were prepared using SimpleChIP® enzymatic chromatin IP kit (agarose beads) from Cell Signaling Technology. ChIP was performed using rabbit IgG control (CST catalog no. 2729) or ATF4 antibody (D4B8) that was incubated for 30 min at 65 °C in ChIP elution buffer. The supernatant was treated with proteinase K for over 2 h at 65 °C and purified using a spin column. Purified immunoprecipitated DNA was analyzed by qRT-PCR. The results are expressed as the percentage of antibody binding versus the amount of PCR product obtained using a standardized aliquot of input chromatin (% of input). The primers for the C/EBP-ATF composite region of the mouse CHOP promoter are as follows: sense, 5′-CACCTCCCACCACCATC-3′, and antisense, 5′-GGCTTGAGAGTCTACGTTGT-3′.
In vitro kinase assay
Recombinant human ATF4 with an N-terminal His6–calmodulin tag, active human CDK9–cyclin T1 complex with an N-terminal His6 tag, and active human CDK9–cyclin T2 complex with an N-terminal GST tag were purchased from Prospec (Israel), ThermoFisher Scientific, and SignalChem (Richmond, British Columbia, Canada). 10 ng of ATF4 and 10 ng of CDK9–cyclin T1 complex or CDK9–cyclin T2 complex were mixed and incubated in a kinase buffer (70 mm Tris-HCl, 10 mm MgCl2, and 5 mm DTT) with 1 μCi of [γ-32P]ATP for 40 min at 30 °C. The samples were separated by SDS-PAGE. After electrophoresis, a polyacrylamide gel was dried for 2 h at 80 °C. The dried gel was autoradiographed using X-ray film for 16 h at −80 °C. The phosphorylation sites of ATF4 by CDK9–cyclin T1 in vitro kinase assay were determined at the Mass Spectrometry Core facility, University of Colorado, using Agilent 6550 QTOF after trypsin (Preomics), Glu-C (Promega), or Asp-N (Promega) digestion.
Statistics
Data were collected from more than two independent experiments and are reported as the mean ± S.E. Statistical analysis was performed using a two-tailed Student's t test for two group comparisons and a one-way ANOVA with a Student-Newman post hoc test or a two-way ANOVA for multigroup comparison. Significance was accepted at p < 0.05.
Study approval
All animal protocols and experimental procedures were approved by the Institutional Animal Care and Use Committee at the University of Colorado, Denver.
Author contributions
Y. S. and M. M. conceptualization; Y. S., K. W., X. Z., W. S. C., and M. M. resources; Y. S., K. O., S. K., A. L. K., S. M.-A., and M. M. data curation; Y. S., A. L. K., and M. M. software; Y. S., S. K., A. L. K., S. M.-A., and M. M. formal analysis; Y. S., K. O., A. L. K., and M. M. validation; Y. S., K. O., S. K., A. L. K., S. M.-A., and M. M. investigation; Y. S., K. O., A. L. K., and M. M. visualization; Y.ß., K. O., S. K., S. M.-A., and M. M. methodology; Y. S. and M. M. writing-original draft; Y. S., A. L. K., and M. M. writing-review and editing; M. M. supervision; M. M. funding acquisition; M. M. project administration.
Supplementary Material
This work was supported by National Institutes of Health Grants R01DK096030, R01HL117062, R01HL133545, and R01 HL132318 (to M. M.). The authors declare that they have no conflicts of interest with the contents of this article. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
This article contains Tables S1–S2.
Please note that the JBC is not responsible for the long-term archiving and maintenance of this site or any other third party hosted site.
- CKD
- chronic kidney disease
- CDK
- cyclin-dependent kinase
- ATF4
- activating transcription factor 4
- CHOP
- CCAAT/enhancer-binding protein homologous protein
- SFA
- saturated fatty acid
- VSMC
- vascular smooth muscle cell
- NKD
- normal kidney condition
- TG
- transgenic
- ANOVA
- analysis of variance
- GAPDH
- glyceraldehyde-3-phosphate dehydrogenase
- qRT-PCR
- quantitative RT-PCR
- MAPK
- mitogen-activated protein kinase
- MEK
- mitogen-activated protein kinase/extracellular signal-regulated kinase kinase
- PERK
- PKR-like endoplasmic reticulum kinase
- ER
- endoplasmic reticulum
- PI3K
- phosphatidylinositol 3-kinase
- mTOR
- mechanistic target of rapamycin
- DMEM
- Dulbecco's modified Eagle's medium
- ES
- embryonic stem.
References
- 1. Shanahan C. M., Crouthamel M. H., Kapustin A., and Giachelli C. M. (2011) Arterial calcification in chronic kidney disease: key roles for calcium and phosphate. Circ. Res. 109, 697–711 10.1161/CIRCRESAHA.110.234914 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Mizobuchi M., Towler D., and Slatopolsky E. (2009) Vascular calcification: the killer of patients with chronic kidney disease. J. Am. Soc. Nephrol. 20, 1453–1464 10.1681/ASN.2008070692 [DOI] [PubMed] [Google Scholar]
- 3. Masuda M., Miyazaki-Anzai S., Keenan A. L., Okamura K., Kendrick J., Chonchol M., Offermanns S., Ntambi J. M., Kuro-O. M., and Miyazaki M. (2015) Saturated phosphatidic acids mediate saturated fatty acid-induced vascular calcification and lipotoxicity. J. Clin. Invest. 125, 4544–4558 10.1172/JCI82871 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Cai Z., Li F., Gong W., Liu W., Duan Q., Chen C., Ni L., Xia Y., Cianflone K., Dong N., and Wang D. W. (2013) Endoplasmic reticulum stress participates in aortic valve calcification in hypercholesterolemic animals. Arterioscler. Thromb. Vasc. Biol. 33, 2345–2354 10.1161/ATVBAHA.112.300226 [DOI] [PubMed] [Google Scholar]
- 5. Shao J. S., Aly Z. A., Lai C. F., Cheng S. L., Cai J., Huang E., Behrmann A., and Towler D. A. (2007) Vascular Bmp Msx2 Wnt signaling and oxidative stress in arterial calcification. Ann. N.Y. Acad. Sci. 1117, 40–50 10.1196/annals.1402.075 [DOI] [PubMed] [Google Scholar]
- 6. Duan X., Zhou Y., Teng X., Tang C., and Qi Y. (2009) Endoplasmic reticulum stress-mediated apoptosis is activated in vascular calcification. Biochem. Biophys. Res. Commun. 387, 694–699 10.1016/j.bbrc.2009.07.085 [DOI] [PubMed] [Google Scholar]
- 7. Liberman M., Johnson R. C., Handy D. E., Loscalzo J., and Leopold J. A. (2011) Bone morphogenetic protein-2 activates NADPH oxidase to increase endoplasmic reticulum stress and human coronary artery smooth muscle cell calcification. Biochem. Biophys. Res. Commun. 413, 436–441 10.1016/j.bbrc.2011.08.114 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Masuda M., Miyazaki-Anzai S., Levi M., Ting T. C., and Miyazaki M. (2013) PERK-eIF2α-ATF4-CHOP signaling contributes to TNFα-induced vascular calcification. J. Am. Heart Assoc. 2, e000238 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Miyazaki-Anzai S., Masuda M., Demos-Davies K. M., Keenan A. L., Saunders S. J., Masuda R., Jablonski K., Cavasin M. A., Kendrick J., Chonchol M., McKinsey T. A., Levi M., and Miyazaki M. (2014) Endoplasmic reticulum stress effector CCAAT/enhancer-binding protein homologous protein (CHOP) regulates chronic kidney disease-induced vascular calcification. J. Am. Heart Assoc. 3, e000949 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Masuda M., Ting T. C., Levi M., Saunders S. J., Miyazaki-Anzai S., and Miyazaki M. (2012) Activating transcription factor 4 regulates stearate-induced vascular calcification. J. Lipid Res. 53, 1543–1552 10.1194/jlr.M025981 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Masuda M., Miyazaki-Anzai S., Keenan A. L., Shiozaki Y., Okamura K., Chick W. S., Williams K., Zhao X., Rahman S. M., Tintut Y., Adams C. M., and Miyazaki M. (2016) Activating transcription factor-4 promotes mineralization in vascular smooth muscle cells. JCI Insight 1, e88646 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Tabas I., and Ron D. (2011) Integrating the mechanisms of apoptosis induced by endoplasmic reticulum stress. Nat. Cell Biol. 13, 184–190 10.1038/ncb0311-184 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Walter P., and Ron D. (2011) The unfolded protein response: from stress pathway to homeostatic regulation. Science 334, 1081–1086 10.1126/science.1209038 [DOI] [PubMed] [Google Scholar]
- 14. Sowa H., and Karsenty G. (2007) ATF4 is a key molecule linking food intake and skeletal development. J. Musculoskelet. Neuronal Interact. 7, 326–327 [PubMed] [Google Scholar]
- 15. Xiao G., Jiang D., Ge C., Zhao Z., Lai Y., Boules H., Phimphilai M., Yang X., Karsenty G., and Franceschi R. T. (2005) Cooperative interactions between activating transcription factor 4 and Runx2/Cbfa1 stimulate osteoblast-specific osteocalcin gene expression. J. Biol. Chem. 280, 30689–30696 10.1074/jbc.M500750200 [DOI] [PubMed] [Google Scholar]
- 16. Yang X., and Karsenty G. (2004) ATF4, the osteoblast accumulation of which is determined post-translationally, can induce osteoblast-specific gene expression in non-osteoblastic cells. J. Biol. Chem. 279, 47109–47114 10.1074/jbc.M410010200 [DOI] [PubMed] [Google Scholar]
- 17. Yang X., Matsuda K., Bialek P., Jacquot S., Masuoka H. C., Schinke T., Li L., Brancorsini S., Sassone-Corsi P., Townes T. M., Hanauer A., and Karsenty G. (2004) ATF4 is a substrate of RSK2 and an essential regulator of osteoblast biology; implication for Coffin-Lowry syndrome. Cell 117, 387–398 10.1016/S0092-8674(04)00344-7 [DOI] [PubMed] [Google Scholar]
- 18. Oyadomari S., and Mori M. (2004) Roles of CHOP/GADD153 in endoplasmic reticulum stress. Cell Death Differ. 11, 381–389 10.1038/sj.cdd.4401373 [DOI] [PubMed] [Google Scholar]
- 19. Lim S., and Kaldis P. (2013) Cdks, cyclins and CKIs: roles beyond cell cycle regulation. Development 140, 3079–3093 10.1242/dev.091744 [DOI] [PubMed] [Google Scholar]
- 20. Malumbres M. (2014) Cyclin-dependent kinases. Genome Biol. 15, 122 10.1186/gb4184 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Malumbres M., and Barbacid M. (2005) Mammalian cyclin-dependent kinases. Trends Biochem. Sci. 30, 630–641 10.1016/j.tibs.2005.09.005 [DOI] [PubMed] [Google Scholar]
- 22. Romano G., and Giordano A. (2008) Role of the cyclin-dependent kinase 9-related pathway in mammalian gene expression and human diseases. Cell Cycle 7, 3664–3668 10.4161/cc.7.23.7122 [DOI] [PubMed] [Google Scholar]
- 23. Cheung K. L., Zhang F., Jaganathan A., Sharma R., Zhang Q., Konuma T., Shen T., Lee J. Y., Ren C., Chen C. H., Lu G., Olson M. R., Zhang W., Kaplan M. H., Littman D. R., et al. (2017) Distinct roles of Brd2 and Brd4 in potentiating the transcriptional program for Th17 cell differentiation. Mol. Cell 65, 1068–1080.e5 10.1016/j.molcel.2016.12.022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. De Falco G., Leucci E., Onnis A., Bellan C., Tigli C., Wirths S., Cerino G., Cocco M., Crupi D., De Luca A., Lanzavecchia A., Tosi P., Leoncini L., and Giordano A. (2008) Cdk9/cyclin T1 complex: a key player during the activation/differentiation process of normal lymphoid B cells. J. Cell. Physiol. 215, 276–282 10.1002/jcp.21311 [DOI] [PubMed] [Google Scholar]
- 25. Elagib K. E., Mihaylov I. S., Delehanty L. L., Bullock G. C., Ouma K. D., Caronia J. F., Gonias S. L., and Goldfarb A. N. (2008) Cross-talk of GATA-1 and P-TEFb in megakaryocyte differentiation. Blood 112, 4884–4894 10.1182/blood-2008-03-145722 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Garriga J., Bhattacharya S., Calbó J., Marshall R. M., Truongcao M., Haines D. S., and Graña X. (2003) CDK9 is constitutively expressed throughout the cell cycle, and its steady-state expression is independent of SKP2. Mol. Cell. Biol. 23, 5165–5173 10.1128/MCB.23.15.5165-5173.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Giacinti C., Bagella L., Puri P. L., Giordano A., and Simone C. (2006) MyoD recruits the cdk9/cyclin T2 complex on myogenic-genes regulatory regions. J. Cell. Physiol. 206, 807–813 10.1002/jcp.20523 [DOI] [PubMed] [Google Scholar]
- 28. Kaichi S., Takaya T., Morimoto T., Sunagawa Y., Kawamura T., Ono K., Shimatsu A., Baba S., Heike T., Nakahata T., and Hasegawa K. (2011) Cyclin-dependent kinase 9 forms a complex with GATA4 and is involved in the differentiation of mouse ES cells into cardiomyocytes. J. Cell. Physiol. 226, 248–254 10.1002/jcp.22336 [DOI] [PubMed] [Google Scholar]
- 29. Simone C., Stiegler P., Bagella L., Pucci B., Bellan C., De Falco G., De Luca A., Guanti G., Puri P. L., and Giordano A. (2002) Activation of MyoD-dependent transcription by cdk9/cyclin T2. Oncogene 21, 4137–4148 10.1038/sj.onc.1205493 [DOI] [PubMed] [Google Scholar]
- 30. Leucci E., De Falco G., Onnis A., Cerino G., Cocco M., Luzzi A., Crupi D., Tigli C., Bellan C., Tosi P., Leoncini L., and Giordano A. (2007) The role of the Cdk9/cyclin T1 complex in T cell differentiation. J. Cell. Physiol. 212, 411–415 10.1002/jcp.21032 [DOI] [PubMed] [Google Scholar]
- 31. Napolitano G., Licciardo P., Gallo P., Majello B., Giordano A., and Lania L. (1999) The CDK9-associated cyclins T1 and T2 exert opposite effects on HIV-1 Tat activity. AIDS 13, 1453–1459 10.1097/00002030-199908200-00003 [DOI] [PubMed] [Google Scholar]
- 32. Fu T. J., Peng J., Lee G., Price D. H., and Flores O. (1999) Cyclin K functions as a CDK9 regulatory subunit and participates in RNA polymerase II transcription. J. Biol. Chem. 274, 34527–34530 10.1074/jbc.274.49.34527 [DOI] [PubMed] [Google Scholar]
- 33. Peng J., Zhu Y., Milton J. T., and Price D. H. (1998) Identification of multiple cyclin subunits of human P-TEFb. Genes Dev. 12, 755–762 10.1101/gad.12.5.755 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Lin X., Taube R., Fujinaga K., and Peterlin B. M. (2002) P-TEFb containing cyclin K and Cdk9 can activate transcription via RNA. J. Biol. Chem. 277, 16873–16878 10.1074/jbc.M200117200 [DOI] [PubMed] [Google Scholar]
- 35. Palancade B., and Bensaude O. (2003) Investigating RNA polymerase II carboxyl-terminal domain (CTD) phosphorylation. Eur. J. Biochem. 270, 3859–3870 10.1046/j.1432-1033.2003.03794.x [DOI] [PubMed] [Google Scholar]
- 36. Peterlin B. M., and Price D. H. (2006) Controlling the elongation phase of transcription with P-TEFb. Mol. Cell 23, 297–305 10.1016/j.molcel.2006.06.014 [DOI] [PubMed] [Google Scholar]
- 37. Zhou Q., Li T., and Price D. H. (2012) RNA polymerase II elongation control. Annu. Rev. Biochem. 81, 119–143 10.1146/annurev-biochem-052610-095910 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Jonkers I., and Lis J. T. (2015) Getting up to speed with transcription elongation by RNA polymerase II. Nat. Rev. Mol. Cell Biol. 16, 167–177 10.1038/nrm3953 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Chao S. H., and Price D. H. (2001) Flavopiridol inactivates P-TEFb and blocks most RNA polymerase II transcription in vivo. J. Biol. Chem. 276, 31793–31799 10.1074/jbc.M102306200 [DOI] [PubMed] [Google Scholar]
- 40. de Azevedo W. F. Jr, Canduri F., and da Silveira N. J. (2002) Structural basis for inhibition of cyclin-dependent kinase 9 by flavopiridol. Biochem. Biophys. Res. Commun. 293, 566–571 10.1016/S0006-291X(02)00266-8 [DOI] [PubMed] [Google Scholar]
- 41. Baumli S., Lolli G., Lowe E. D., Troiani S., Rusconi L., Bullock A. N., Debreczeni J. E., Knapp S., and Johnson L. N. (2008) The structure of P-TEFb (CDK9–cyclin T1), its complex with flavopiridol and regulation by phosphorylation. EMBO J. 27, 1907–1918 10.1038/emboj.2008.121 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Averous J., Bruhat A., Jousse C., Carraro V., Thiel G., and Fafournoux P. (2004) Induction of CHOP expression by amino acid limitation requires both ATF4 expression and ATF2 phosphorylation. J. Biol. Chem. 279, 5288–5297 10.1074/jbc.M311862200 [DOI] [PubMed] [Google Scholar]
- 43. Aikawa E., Nahrendorf M., Figueiredo J. L., Swirski F. K., Shtatland T., Kohler R. H., Jaffer F. A., Aikawa M., and Weissleder R. (2007) Osteogenesis associates with inflammation in early-stage atherosclerosis evaluated by molecular imaging in vivo. Circulation 116, 2841–2850 10.1161/CIRCULATIONAHA.107.732867 [DOI] [PubMed] [Google Scholar]
- 44. Demer L. L., and Tintut Y. (2014) Inflammatory, metabolic, and genetic mechanisms of vascular calcification. Arterioscler. Thromb. Vasc. Biol. 34, 715–723 10.1161/ATVBAHA.113.302070 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. New S. E., and Aikawa E. (2011) Cardiovascular calcification: an inflammatory disease. Circ. J. 75, 1305–1313 10.1253/circj.CJ-11-0395 [DOI] [PubMed] [Google Scholar]
- 46. Tintut Y., Patel J., Territo M., Saini T., Parhami F., and Demer L. L. (2002) Monocyte/macrophage regulation of vascular calcification in vitro. Circulation 105, 650–655 10.1161/hc0502.102969 [DOI] [PubMed] [Google Scholar]
- 47. Proudfoot D., Skepper J. N., Hegyi L., Bennett M. R., Shanahan C. M., and Weissberg P. L. (2000) Apoptosis regulates human vascular calcification in vitro: evidence for initiation of vascular calcification by apoptotic bodies. Circ. Res. 87, 1055–1062 10.1161/01.RES.87.11.1055 [DOI] [PubMed] [Google Scholar]
- 48. Shan J., Zhang F., Sharkey J., Tang T. A., Örd T., and Kilberg M. S. (2016) The C/ebp-Atf response element (CARE) location reveals two distinct Atf4-dependent, elongation-mediated mechanisms for transcriptional induction of aminoacyl-tRNA synthetase genes in response to amino acid limitation. Nucleic Acids Res. 44, 9719–9732 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Zhan J. K., Wang Y. J., Wang Y., Wang S., Tan P., Huang W., and Liu Y. S. (2014) The mammalian target of rapamycin signalling pathway is involved in osteoblastic differentiation of vascular smooth muscle cells. Can. J. Cardiol. 30, 568–575 10.1016/j.cjca.2013.11.005 [DOI] [PubMed] [Google Scholar]
- 50. Zhao Y., Zhao M. M., Cai Y., Zheng M. F., Sun W. L., Zhang S. Y., Kong W., Gu J., Wang X., and Xu M. J. (2015) Mammalian target of rapamycin signaling inhibition ameliorates vascular calcification via Klotho upregulation. Kidney Int. 88, 711–721 10.1038/ki.2015.160 [DOI] [PubMed] [Google Scholar]
- 51. Ebert S. M., Dyle M. C., Kunkel S. D., Bullard S. A., Bongers K. S., Fox D. K., Dierdorff J. M., Foster E. D., and Adams C. M. (2012) Stress-induced skeletal muscle Gadd45a expression reprograms myonuclei and causes muscle atrophy. J. Biol. Chem. 287, 27290–27301 10.1074/jbc.M112.374777 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Wirth A., Benyó Z., Lukasova M., Leutgeb B., Wettschureck N., Gorbey S., Orsy P., Horváth B., Maser-Gluth C., Greiner E., Lemmer B., Schütz G., Gutkind J. S., and Offermanns S. (2008) G12-G13-LARG-mediated signaling in vascular smooth muscle is required for salt-induced hypertension. Nat. Med. 14, 64–68 10.1038/nm1666 [DOI] [PubMed] [Google Scholar]
- 53. Miyazaki-Anzai S., Levi M., Kratzer A., Ting T. C., Lewis L. B., and Miyazaki M. (2010) Farnesoid X receptor activation prevents the development of vascular calcification in ApoE−/− mice with chronic kidney disease. Circ. Res. 106, 1807–1817 10.1161/CIRCRESAHA.109.212969 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Ruef J., Meshel A. S., Hu Z., Horaist C., Ballinger C. A., Thompson L. J., Subbarao V. D., Dumont J. A., and Patterson C. (1999) Flavopiridol inhibits smooth muscle cell proliferation in vitro and neointimal formation in vivo after carotid injury in the rat. Circulation 100, 659–665 10.1161/01.CIR.100.6.659 [DOI] [PubMed] [Google Scholar]
- 55. Nelson P. J., D'Agati V. D., Gries J. M., Suarez J. R., and Gelman I. H. (2003) Amelioration of nephropathy in mice expressing HIV-1 genes by the cyclin-dependent kinase inhibitor flavopiridol. J. Antimicrob. Chemother. 51, 921–929 10.1093/jac/dkg175 [DOI] [PubMed] [Google Scholar]
- 56. Price E. P., Smith H., Huygens F., and Giffard P. M. (2007) High-resolution DNA melt curve analysis of the clustered, regularly interspaced short-palindromic-repeat locus of Campylobacter jejuni. Appl. Environ. Microbiol. 73, 3431–3436 10.1128/AEM.02702-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Thorp E., Li G., Seimon T. A., Kuriakose G., Ron D., and Tabas I. (2009) Reduced apoptosis and plaque necrosis in advanced atherosclerotic lesions of Apoe−/− and Ldlr−/− mice lacking CHOP. Cell Metab. 9, 474–481 10.1016/j.cmet.2009.03.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.