Peripheral tolerance is partially controlled by the expression of peripheral tissue antigens (PTAs) in lymph node stromal cells (LNSCs). We previously identified a transcriptional regulator, deformed epidermal autoregulatory factor 1 (Deaf1), that can regulate PTA expression in LNSCs of the pancreatic lymph nodes (PLNs). During the pathogenesis of type 1 diabetes (T1D), Deaf1 is spliced to form the dominant-negative isoform Deaf1-Var1. Here we show that Deaf1-Var1 expression correlates with the severity of disease in NOD mice and is reduced in the PLNs of mice that do not develop hyperglycemia. Inflammation and hyperglycemia independently drive Deaf1 splicing through activation of the splicing factors Srsf10 and Ptbp2, respectively. Inflammation induced by injection of activated splenocytes increased Deaf1-Var1 and Srsf10, but not Ptbp2, in the PLNs of NOD.SCID mice. Hyperglycemia induced by treatment with the insulin receptor agonist S961 increased Deaf1-Var1 and Ptbp2, but not Srsf10, in the PLNs of NOD.B10 and NOD mice. Overexpression of PTBP2 and/or SRSF10 also increased human DEAF1-VAR1 and reduced PTA expression in HEK293T cells. These data suggest that during the progression of T1D, inflammation and hyperglycemia mediate the splicing of DEAF1 and loss of PTA expression in LNSCs by regulating the expression of SRSF10 and PTBP2.
Introduction
Type 1 diabetes (T1D) results from a combination of genetic, epigenetic, and environmental factors. During disease progression, a breakdown in self-tolerance occurs, allowing autoreactive T cells that recognize pancreatic antigens to escape deletion or inactivation and mediate the autoimmune destruction of pancreatic β-cells. Normally, deletion of naive autoreactive T cells is mediated in the thymus by medullary thymic epithelial cells that express an array of peripheral tissue antigens (PTAs) under the control of the autoimmune regulator gene (Aire). However, some self-reactive T cells, including those that recognize islet antigens, can escape to the periphery (1–5). These cells are dealt with by additional peripheral mechanisms. Lymph node stromal cells (LNSCs) have recently been shown to induce T-cell tolerance by ectopically expressing and presenting self-antigens in a manner comparable to medullary thymic epithelial cells (6–12). LNSCs also have been suggested to mediate the conversion of autoreactive CD4+ T cells to T regulatory cells (Tregs) (13).
The ectopic expression of genes encoding PTAs is not controlled by Aire in LNSCs (14) but instead is regulated in part by the transcriptional regulator deformed autoregulatory factor 1 (Deaf1). Deaf1 is highly enriched in LNSCs and has structural homology to Aire: it contains a DNA-binding SAND (Sp100, Aire-1, NucP41/75, and Deaf1) domain, which mediates chromatin-dependent transcription and protein–protein interactions (15,16), and a ZF-MYND (zinc finger, myeloid, Nervy, and Deaf1) domain that is similar to the plant homeodomain 1 of Aire. We previously showed that Deaf1 controls the transcription of hundreds of genes in the pancreatic lymph nodes (PLNs) and regulates the processing and presentation of PTA genes in LNSCs by controlling the transcription of the eukaryotic translation initiation factor 4 gamma 3 gene (Eif4g3) that encodes eIF4GII (17).
During the progression of T1D, Deaf1 function is diminished in the PLNs and may contribute to the pathogenesis of disease. We previously showed that DEAF1 was alternatively spliced to form a dominant-negative isoform (DEAF1-VAR1) in the PLNs of human patients with T1D and of nonobese diabetic (NOD) mice (18,19). The human DEAF1-VAR1 and mouse Deaf1-Var1 isoforms are functionally similar: both lack the nuclear localization signal and are expressed in the cytoplasm, where they heterodimerize with and inhibit the function of the canonical isoform of Deaf1. This leads to reduced Deaf1 function and likely accounts for the diminished levels of pancreatic PTA expression observed during the progression of disease in the PLNs of NOD mice and patients with T1D. Loss of PTA expression could contribute to a breakdown in peripheral tolerance by allowing the escape and persistence of islet-reactive T cells or diminished induction of Tregs.
What induces the alternative splicing of Deaf1 and DEAF1 during the progression of disease in NOD mice and human T1D, respectively, is unclear. Here, we questioned whether inflammation and hyperglycemia, the hallmark traits of T1D, might be involved. We showed that both inflammation and hyperglycemia could independently mediate Deaf1 splicing through the activation of pathways that involve the splicing factors serine/arginine-rich splicing factor 10 (Srsf10) and polypyrimidine tract binding protein 2 (Ptbp2), respectively. These findings provide valuable insight into the pathology of T1D and identify pathways that may be targeted during therapy.
Research Design and Methods
Mice
Female NOD/LtJ (NOD), NOD.B10Sn-H2b/J (NOD.B10), NOD.CB17-Prkdcscid/J (NOD.SCID), and NOD.Cg-Tg(TcraBDC2.5)1DoiTg(TcrbBDC2.5)Doi/DoiJ (NOD.BDC2.5) mice were purchased from The Jackson Laboratory. Deaf1 knockout and wild-type littermate BALB/c control mice were bred at the Stanford School of Medicine’s animal facility (17,20). Animals were maintained under pathogen-free conditions at the facility and The La Jolla Institute for Allergy and Immunology, according to institutional guidelines for animal use and care. Female NOD mice develop autoimmune diabetes in a spontaneous and highly penetrant manner and serve as a model of human T1D. They express a number of autoantibodies in common with human patients with T1D. They also express several susceptibility genes, including the MHC class II allele I-Ag7, which is structurally similar to DQ8, a major T1D-associated MHC allele in humans. The MHC congenic NOD.B10 mice that express the non-disease-associated I-Ab allele and do not develop insulitis or diabetes served as controls. NOD.SCID mice lacking a functioning immune system were used to study the effect of inflammation on Deaf1 splicing in the PLNs. These mice served as recipients of activated splenocytes from NOD.BDC2.5 mice; these splenocytes migrate to the PLNs. The NOD.BDC2.5 mice express the BDC2.5 T-cell receptor transgene that targets chromogranin A, a β-cell antigen, and produce CD4+ T cells that are highly diabetogenic when adoptively transferred into NOD.SCID mice.
Cells
Dendritic Cell/Interleukin-4 Treatment of NOD Mice
NOD mice were treated with PBS, dendritic cells (DCs), or DCs that were electroporated with interleukin (IL)-4 mRNA (Argos Therapeutics), as previously described (21). Deaf1-Var1 expression was assessed in the PLNs of 12-week-old mice 3 days after treatment with DCs transduced with interleukin (IL)-4 (DC/IL-4), DCs, and PBS (n = 10 per group), as described in RNA Extraction, cDNA Synthesis, and QPCR. Blood glucose was measured in another cohort of 12-week-old mice treated with DC/IL-4 and PBS (n = 10 per group). The incidence of hyperglycemia was compared using a log-rank test (Prism 5; GraphPad Software Inc.).
Histology
Fresh frozen sections (10 μm) of the pancreas of NOD mice were cut, air-dried, and stained using HistoGene staining solution (Arcturus). Four sections obtained at 30-μm intervals were assessed per animal. Islets were counted and categorized based on the degree of insulitis.
Insulin Treatment of Hyperglycemic NOD Mice
Blood glucose of NOD mice was monitored 3 times a week starting at 8 weeks of age (n = 28). Mice with blood glucose >375 mg/dL were implanted with subcutaneous insulin pellets (LinShin Canada Inc.). Additional pellets were inserted as required to maintain survival until 24 weeks of age (Supplementary Fig. 1).
Splenocyte Activation and Adoptive Transfer of Activated Splenocytes
Splenocytes from 12-week-old female NOD.BDC2.5 or NOD.B10 mice were activated in anti-CD3/anti-CD28-coated plates (2 μg/mL) in the presence of lipopolysaccharide (1 μg/mL) and interferon (IFN)-α (200 U/mL) for 24 h, as previously described (20). Cell supernatants were analyzed by Luminex arrays (Human Immune Monitoring Center, Stanford, CT). Splenocytes (5 × 106) were injected intraperitoneally into 12-week-old female NOD.SCID or NOD.B10 mice. Control mice were injected with an equal volume of PBS (200 μL). Tissues were harvested 24 h later.
S961 Treatment
Ten-week-old NOD and NOD.B10 mice were treated with the insulin receptor antagonist S961 (50 nmol/kg/h for 60 h) using intraperitoneal osmotic pumps (Alzet). The S961 was kindly provided by Dr. Lauge Schäffer (Novo Nordisk). This dosage was based on previous studies and data showing that intraperitoneal injection of 100 nmol/kg maintains hyperglycemia for ∼2 h after a glucose challenge in overnight-fasted mice (22) (Supplementary Fig. 3A). Mice were pretreated with S961 (100 nmol/kg intraperitoneally) for 10 min before intraperitoneal glucose injection (2 g/kg).
RNA Extraction, cDNA Synthesis, and QPCR
Total RNA was extracted using Trizol reagent and the Qiagen RNeasy mini or micro kit, as previously described (17,19). Total RNA was assessed using the Agilent 2100 Bioanalyzer and the RNA 6000 Pico or Nano Reagent Kit (Agilent). First-strand cDNA was generated using Superscript III (Invitrogen). Quantitative PCR (QPCR) was performed to measure levels of expression of mouse Deaf1, Srsf10, Ptbp2, Ifng, Cela1, Gapdh, and Actb; human DEAF1, SRSF10, PTBP2; and mammalian 18S rRNA using TaqMan gene expression assays (Applied Biosystems). Custom-designed primers (Table 1) were used to measure Deaf1-Var1, DEAF1-VAR1, and CELA1 (19). cDNA was preamplified using the TaqMan PreAmp Mastermix (Applied Biosystems) before QPCR for measurements that gave threshold cycle (Ct) values of >30. The 7900HT Fast Real Time PCR System (Applied Biosystems) and the TaqMan Gene Expression Mastermix (Applied Biosystems) or the Veriquest Fast SYBR Green PCR Master Mix (Affymetrix) were used according to manufacturer’s instructions. The comparative Ct method for relative quantification (ΔΔCt) was used.
Primers for QPCR
Target . | GenBank Accession No. . | Sequence (5′ to 3′) . | Amplicon (Base Pairs) . |
---|---|---|---|
Mouse Deaf1-Var1 (TaqMan assay) | FJ377318 | Forward: CCTTCCCTTGGCCCACTT Reverse: AAGCACACAGCCTCGACATCT Probe: FAM-TTCTACGAATCTAAAGCTC-MGB | 62 |
Human DEAF1-VAR1 (SYBR green assay) | FJ985253 | Forward: TCGGCTCAGGATGGGATCTT Reverse: GTCACGGTGATAAGGTCATG | 85 |
Human CELA1 (SYBR green assay) | NM_001971 | Forward: GGCTGGAGACCATAACCTGA Reverse: AACACCCAGCTGGACATAGC | 172 |
Target . | GenBank Accession No. . | Sequence (5′ to 3′) . | Amplicon (Base Pairs) . |
---|---|---|---|
Mouse Deaf1-Var1 (TaqMan assay) | FJ377318 | Forward: CCTTCCCTTGGCCCACTT Reverse: AAGCACACAGCCTCGACATCT Probe: FAM-TTCTACGAATCTAAAGCTC-MGB | 62 |
Human DEAF1-VAR1 (SYBR green assay) | FJ985253 | Forward: TCGGCTCAGGATGGGATCTT Reverse: GTCACGGTGATAAGGTCATG | 85 |
Human CELA1 (SYBR green assay) | NM_001971 | Forward: GGCTGGAGACCATAACCTGA Reverse: AACACCCAGCTGGACATAGC | 172 |
Microarray Analysis
Microarrays were performed at the Stanford Human Immune Monitoring Center using the Whole Mouse Genome Microarray Kit, 4 × 44 K 2-color arrays (Agilent Technologies), as previously described (17,19). Gene expression was measured in the PLNs of the two 16-week-old NOD mice with the highest Deaf1-Var1 expression (top 15th percentile) against a pooled sample of PLNs from the two mice with the lowest Deaf1-Var1 expression (lowest 15th percentile). Data were processed with Feature Extraction software (Agilent Technologies) and analyzed using GeneSpring GX 11.5 software (Agilent Technologies). Samples were filtered for detected entities and for entities that were upregulated or downregulated in both samples. Gene ontology analysis was performed. All microarray data have been submitted to the Gene Expression Omnibus (GEO) Database at National Center for Biotechnology Information (GEO series accession no. GSE57237).
Cell Transfection
HEK293T cells were transfected with various plasmids (SRSF10 or PTBP2 in the pCMV6-XL5 vector or the empty pCMV6-XL5 vector; Origene) alone (1 µg) or in combination (0.5 µg each) using Lipofectamine LTX (Invitrogen), according to manufacturers' instructions. Transfected cells were lysed in Trizol reagent, and total RNA was extracted as described above. For immunoblotting, cells were lysed in M-PER mammalian protein extraction reagent containing 1× HALT protease inhibitor cocktail (Thermo Scientific).
SDS-PAGE and Immunoblotting
Protein samples were prepared in Laemmli sample buffer containing β-mercaptoethanol (Bio-Rad). SDS-PAGE and immunoblotting were performed according to standard procedures using the rabbit polyclonal anti-PTBP2 (ABE431; Millipore) at 1:2,000 and polyclonal anti-FUSIP1/SRSF10 (E-23; sc-101961; Santa Cruz Biotechnology) at 1:1,000. These antibodies may recognize multiple isoforms of PTBP2 and SRSF10. Six alternatively spliced isoforms of human SRSF10 (ranging from ∼20–31 kDa) and PTBP2 (ranging from ∼38 to 58 kDa) have previously been described (www.uniprot.org). β-Actin concentrations were measured as a loading control using a horseradish peroxidase–conjugated rabbit monoclonal antibody to β-actin (#13E5; Cell Signaling) at 1:1,000 and an antirabbit horseradish peroxidase secondary antibody (Zymed) at 1:15,000 diluted in StartingBlock T20 (Thermo Scientific).
Islet Isolation
Pancreatic islets were isolated from 12-week-old NOD.B10 mice, as previously described (23). To examine the effect of inflammation on Deaf1 splicing, islets from 3–5 mice were pooled and approximately 50 individual islets were incubated for 24 h in the supernatant of activated or nonactivated 12-week-old NOD.B10 splenocytes.
Statistical Analysis
Statistical analyses were performed using the two-tailed unpaired Student t test (Prism 5 software). A P value ≤0.05 was considered significant.
Results
Deaf1 Splicing Only Occurs in the PLNs of NOD Mice That Develop Hyperglycemia
Deaf1 splicing is increased in the PLNs of NOD versus NOD.B10 mice at the onset and during the progression of disease (19). However, it was unclear when Deaf1 splicing occurs and whether it occurs in the PLNs of NOD mice that do not develop hyperglycemia. Approximately 20% of the female NOD mice in our colony did not develop hyperglycemia by 30 weeks of age. By 20 weeks of age, NOD mice that are still euglycemic (glucose <200 mg/dL) are likely to remain so. Here we show that Deaf1-Var1 expression did not differ between a cohort of euglycemic 20-week-old NOD mice and age-matched euglycemic NOD.B10 mice (Fig. 1A and B).
Deaf1 splicing does not occur in the PLNs of NOD mice that are resistant to or protected from disease, but it does occur in mice that become hyperglycemic. Blood glucose (A) and Deaf1-Var1 expression (B) in the PLNs of euglycemic 20-week-old NOD mice compared with NOD.B10 controls (n = 7 per group). Data were normalized to Gapdh expression. C–E: Blood glucose was measured 3 times a week in NOD mice (C and D). Mice with blood glucose measurements of >375 mg/dL were treated subcutaneously with insulin pellets to maintain survival until 24 weeks of age (see Supplementary Fig. 1 for times of treatment for individual mice). At 24 weeks, Deaf1-Var1 expression was measured in the PLNs of euglycemic mice (<200 mg/dL; n = 11; C) and the surviving hyperglycemic insulin-treated mice (n = 8; D) by QPCR (E). Deaf1-Var1 expression was significantly increased in the insulin-treated hyperglycemic NOD mice. Data were normalized to 18S rRNA expression. F: The incidence of hyperglycemia in NOD mice that were treated at 12 weeks of age with PBS (control) or DCs transfected to express IL-4 (DC/IL-4; n = 10 per group). By 24 weeks of age, 90% of control mice (solid line) and 40% of treated mice (dashed line) were hyperglycemic. G: QPCR data showing significantly reduced expression of Deaf1-Var1 in the PLNs of 12-week-old NOD mice 3 days after treatment with DC/IL-4 compared with PBS-treated controls (n = 10 per group) and compared with DC-treated controls (n = 7). Data were normalized to Gapdh expression. The means ± SEM are shown for A, B, E, and G. P values were determined using the log-rank test (F) or the two-tailed unpaired Student t test (B, E, and G).
Deaf1 splicing does not occur in the PLNs of NOD mice that are resistant to or protected from disease, but it does occur in mice that become hyperglycemic. Blood glucose (A) and Deaf1-Var1 expression (B) in the PLNs of euglycemic 20-week-old NOD mice compared with NOD.B10 controls (n = 7 per group). Data were normalized to Gapdh expression. C–E: Blood glucose was measured 3 times a week in NOD mice (C and D). Mice with blood glucose measurements of >375 mg/dL were treated subcutaneously with insulin pellets to maintain survival until 24 weeks of age (see Supplementary Fig. 1 for times of treatment for individual mice). At 24 weeks, Deaf1-Var1 expression was measured in the PLNs of euglycemic mice (<200 mg/dL; n = 11; C) and the surviving hyperglycemic insulin-treated mice (n = 8; D) by QPCR (E). Deaf1-Var1 expression was significantly increased in the insulin-treated hyperglycemic NOD mice. Data were normalized to 18S rRNA expression. F: The incidence of hyperglycemia in NOD mice that were treated at 12 weeks of age with PBS (control) or DCs transfected to express IL-4 (DC/IL-4; n = 10 per group). By 24 weeks of age, 90% of control mice (solid line) and 40% of treated mice (dashed line) were hyperglycemic. G: QPCR data showing significantly reduced expression of Deaf1-Var1 in the PLNs of 12-week-old NOD mice 3 days after treatment with DC/IL-4 compared with PBS-treated controls (n = 10 per group) and compared with DC-treated controls (n = 7). Data were normalized to Gapdh expression. The means ± SEM are shown for A, B, E, and G. P values were determined using the log-rank test (F) or the two-tailed unpaired Student t test (B, E, and G).
To test whether Deaf1 splicing occurred in mice that did not develop hyperglycemia, blood glucose was monitored in a group of 28 NOD mice until 24 weeks of age (Fig. 1C and D). Blood glucose was measured three times per week, and insulin pellets were inserted in mice with blood glucose >375 mg/dL. By 24 weeks of age, approximately 60% had developed or were trending toward sustained hyperglycemia; 8 mice that became hyperglycemic were treated with insulin pellets, 6 other mice were treated with insulin pellets but died before 24 weeks, and 3 untreated mice had blood glucose concentrations >200 mg/dL at 24 weeks (Fig. 1D). Eleven mice in this cohort maintained blood glucose concentrations <200 mg/dL and were not treated with insulin pellets (Fig. 1C). Handling and bleeding of the mice three times a week may account for the slightly lower incidence of hyperglycemia than normally seen in our colony (24). Deaf1-Var1 expression was significantly higher in the PLNs of the 24-week-old insulin-treated NOD mice compared with age-matched NOD mice that did not develop hyperglycemia (Fig. 1E), demonstrating that Deaf1 splicing is upregulated in mice that became diabetic compared with those that maintained euglycemia. The blood glucose concentrations of the hyperglycemic NOD mice decreased quickly upon insulin pellet treatment and gradually increased to >375 mg/dL, at which time another insulin pellet was administered (Supplementary Fig. 1A). At the time of death (24 weeks of age), the blood glucose concentrations of the diseased mice ranged from 59 to 402 mg/dL. Deaf1-Var1 expression in the PLNs of these mice did not correlate with blood glucose concentrations at the time of death (Supplementary Fig. 1B). This suggested that once female NOD mice become hyperglycemic, splicing of Deaf1 has occurred and, despite treatment with insulin pellets to modulate the hyperglycemic state and keep the mice alive, Deaf1 remained spliced in the PLNs of these treated mice compared with the mice that did not become hyperglycemic in this experiment.
Next we examined whether Deaf1 was spliced in the PLNs of mice that were treated to prevent the development of hyperglycemia. DC/IL-4 have previously been shown by our laboratory to prevent or delay disease in NOD mice (21) and to cause gene expression in the PLNs of DC/IL-4-treated NOD mice to become more similar to the gene expression observed in control NOD.B10 mice (25). Here we demonstrated that DC/IL-4 treatment reduced the incidence of hyperglycemia compared with that among control mice that were treated with PBS (Fig. 1F). Previous studies have shown that disease developed similarly in controls that were treated with PBS or with DCs that were not transfected to express IL-4 (21). We showed that DC/IL-4 treatment significantly reduced the level of Deaf1-Var1 expression in the PLNs compared with controls treated with PBS or with only DCs (Fig. 1G).
Deaf1 Splicing in NOD PLNs Directly Correlates With the Severity of Disease
We then assessed Deaf1-Var1 expression in a group of 16-week-old female NOD mice at various stages of disease and showed that Deaf1-Var1 expression was tightly correlated with both blood glucose concentrations and the degree of insulitis (Fig. 2 and Supplementary Fig. 2). This suggested that both hyperglycemia and/or inflammation may play roles in Deaf1 splicing. We developed the following experiments to assess how one or both of these phenomena influence Deaf1 splicing.
Deaf1 splicing in NOD PLNs correlates with disease onset and severity. Blood glucose (A), insulitis (B), and Deaf1-Var1 expression (C) were assessed in the PLNs of 14 individual 16-week-old NOD mice. Deaf1-Var1 expression was measured by QPCR and shown to correlate strongly with disease severity. Data in C were normalized to Actb expression.
Deaf1 splicing in NOD PLNs correlates with disease onset and severity. Blood glucose (A), insulitis (B), and Deaf1-Var1 expression (C) were assessed in the PLNs of 14 individual 16-week-old NOD mice. Deaf1-Var1 expression was measured by QPCR and shown to correlate strongly with disease severity. Data in C were normalized to Actb expression.
Inflammation Induces the Splicing of Deaf1 in the PLNs
We previously showed that Deaf1-Var1 expression within the lymph nodes is approximately 10-fold higher in the LNSEs than in T or B lymphocytes (17). Thus, we compared Deaf1-Var1 expression in the inflamed and noninflamed LNSE extracted from the PLNs of 12-week-old NOD and NOD.SCID mice, respectively. Deaf1-Var1 expression was detected in the inflamed LNSE of NOD mice but not in the LNSE of NOD.SCID mice (Fig. 3A). Similarly, we found that Deaf1-Var1 expression was not different between the noninflamed cervical lymph nodes (CLNs) of 12-week-old NOD compared with age-matched NOD.B10 mice (Fig. 3B), indicating that inflammation in regional nodes may be necessary to induce Deaf1 splicing at that site.
Inflammation induces Deaf1 splicing in the PLNs. A: QPCR data showing expression of Deaf1-Var1 in inflamed LNSEs extracted from the PLNs of 12-week-old NOD mice but not in the noninflamed tissue of age-matched NOD.SCID mice (means ± SEM). LNSEs were extracted from the pooled PLNs of 5 mice per group. Experiments were performed in triplicate. B: QPCR data showing similar levels of Deaf1-Var1 expression in the noninflamed CLNs of 12-week-old NOD versus NOD.B10 mice. Data in A and B were normalized to Actb expression. C–E: QPCR data showing upregulation of Ifng (C) and Deaf1-Var1 (D) expression in the PLNs of NOD.SCID mice after intraperitoneal injection of activated NOD.BDC2.5 splenocytes. Deaf1-Var1 expression was not changed in the noninflamed CLNs (E). Data were normalized to 18S rRNA expression. F–H: QPCR data showing upregulation of Ifng (F) and Deaf1-Var1 (G) expression in the PLNs of NOD.B10 mice after intraperitoneal injection of activated NOD.B10 splenocytes. Deaf1-Var1 expression was not changed in the noninflamed cervical lymph nodes (H). Data in E–G were normalized to Actb expression. In E–H, each bar represents an individual mouse, and the P values are indicated. Control mice were injected with an equal volume of PBS. Statistical analysis was performed using the Student unpaired t test.
Inflammation induces Deaf1 splicing in the PLNs. A: QPCR data showing expression of Deaf1-Var1 in inflamed LNSEs extracted from the PLNs of 12-week-old NOD mice but not in the noninflamed tissue of age-matched NOD.SCID mice (means ± SEM). LNSEs were extracted from the pooled PLNs of 5 mice per group. Experiments were performed in triplicate. B: QPCR data showing similar levels of Deaf1-Var1 expression in the noninflamed CLNs of 12-week-old NOD versus NOD.B10 mice. Data in A and B were normalized to Actb expression. C–E: QPCR data showing upregulation of Ifng (C) and Deaf1-Var1 (D) expression in the PLNs of NOD.SCID mice after intraperitoneal injection of activated NOD.BDC2.5 splenocytes. Deaf1-Var1 expression was not changed in the noninflamed CLNs (E). Data were normalized to 18S rRNA expression. F–H: QPCR data showing upregulation of Ifng (F) and Deaf1-Var1 (G) expression in the PLNs of NOD.B10 mice after intraperitoneal injection of activated NOD.B10 splenocytes. Deaf1-Var1 expression was not changed in the noninflamed cervical lymph nodes (H). Data in E–G were normalized to Actb expression. In E–H, each bar represents an individual mouse, and the P values are indicated. Control mice were injected with an equal volume of PBS. Statistical analysis was performed using the Student unpaired t test.
Next, we induced inflammation in NOD.SCID mice by injecting activated splenocytes from NOD.BDC2.5 mice. NOD.BDC2.5 mice produce highly diabetogenic CD4+ T cells that target the β-cell antigen chromogranin A. Previous studies from our laboratory demonstrated preferential homing of transferred splenocytes to the PLNs and not the CLNs after intraperitoneal injection (25), and our data showed Ifng expression was higher in the PLNs of splenocyte-treated mice, confirming that the activated IFN-γ-producing splenocytes homed to the PLNs (Fig. 3C). Deaf1-Var1 expression was also significantly higher in the inflamed PLNs, but not the noninflamed CLNs, of the splenocyte-treated mice compared with PBS-treated control mice (Fig. 3D and E). Similar results were obtained when NOD.B10 mice were injected with activated splenocytes from NOD.B10 mice (Fig. 3F–H). Preferential homing of the activated splenocytes to the PLNs was observed (Fig. 3F), and this resulted in Deaf1 splicing in the PLNs but not in the CLNs (Fig. 3G and H).
Hyperglycemia Induces the Splicing of Deaf1 in the PLNs of NOD and NOD.B10 Mice
At 10 weeks of age NOD mice are euglycemic, and Deaf1-Var1 expression in the PLNs is similar between NOD and NOD.B10 mice (Fig. 4A). To assess the impact of hyperglycemia on Deaf1 splicing, 10-week-old NOD.B10 and NOD mice were treated with the insulin receptor antagonist S961 for 60 h to induce hyperglycemia. Hyperglycemia was established within 24 h and maintained until the mice were killed (Fig. 4B and D). Deaf1-Var1 expression was significantly increased in the PLNs of S961-treated NOD.B10 (Fig. 4C) and NOD mice (Fig. 4E) compared with PBS-treated controls, but it was not significantly changed in the CLNs of these mice (Supplementary Fig. 3B). Interestingly, Deaf1-Var1 was higher in S961-treated NOD mice compared with treated NOD.B10 mice. This may be because of the underlying disease-related inflammation present in the NOD PLNs, as suggested by the slightly higher Ifng expression in the PLNs of 10-week-old NOD compared with NOD.B10 mice (Fig. 4F). While this amount of inflammation alone is not sufficient to increase the splicing of Deaf1-Var1 (Fig. 4A), it may augment or act synergistically with the effect of hyperglycemia in NOD mice.
Hyperglycemia induces Deaf1 splicing in the PLNs. A: QPCR data showing the expression of Deaf1-Var1 in the PLNs of untreated 10-week-old NOD and NOD.B10 mice (means ± SEM; n = 4 mice per group). Data were normalized to Actb expression. B–E: Treatment of 10-week-old NOD.B10 (B and C) and NOD mice (D and E) with the insulin receptor antagonist S961 (1.25 nmol/h for 60 h) resulted in hyperglycemia (B and D) and significantly increased Deaf1-Var1 expression in the PLNs (C and E). F: Ifng expression was significantly higher in the PLNs of NOD mice than NOD.B10 mice. In B–E, each bar represents an individual mouse. The same mice were used to generate data shown in F. Data in C, E, and F were normalized to 18S rRNA expression. Control mice were injected with an equal volume of PBS. Statistical analysis was performed using the two-tailed unpaired Student t test. P values are indicated.
Hyperglycemia induces Deaf1 splicing in the PLNs. A: QPCR data showing the expression of Deaf1-Var1 in the PLNs of untreated 10-week-old NOD and NOD.B10 mice (means ± SEM; n = 4 mice per group). Data were normalized to Actb expression. B–E: Treatment of 10-week-old NOD.B10 (B and C) and NOD mice (D and E) with the insulin receptor antagonist S961 (1.25 nmol/h for 60 h) resulted in hyperglycemia (B and D) and significantly increased Deaf1-Var1 expression in the PLNs (C and E). F: Ifng expression was significantly higher in the PLNs of NOD mice than NOD.B10 mice. In B–E, each bar represents an individual mouse. The same mice were used to generate data shown in F. Data in C, E, and F were normalized to 18S rRNA expression. Control mice were injected with an equal volume of PBS. Statistical analysis was performed using the two-tailed unpaired Student t test. P values are indicated.
Inflammation and Hyperglycemia Mediate Deaf1 Splicing Through the Activation of Distinct Splicing Factors
Two-color microarray analysis was performed to compare individual PLN samples from 16-week-old NOD mice with severe disease and expressing high levels of Deaf1-Var1 (Fig. 2C, samples 1 and 2) with pooled samples from two normoglycemic NOD mice that expressed extremely low levels of Deaf1-Var1 (Fig. 2C, samples 13 and 14). Of the 41,267 entities on the array, 5,098 were expressed in the PLNs. In samples with high Deaf1-Var1 expression, only 31 and 15 genes were up- or downregulated, respectively, by fourfold or more compared with samples expressing lower levels of Deaf1-Var1 (Table 2). GO analysis showed that multiple GO terms, including those related to inflammation and RNA splicing, were significantly linked to the differentially expressed genes (Supplementary Tables 1 and 2).
Differentially expressed genes in PLNs of 16-week-old NOD mice expressing high levels of Deaf1-Var1 versus those expressing low levels of Deaf1-Var1
Gene symbol . | Fold change . | Gene description . |
---|---|---|
Genes upregulated by more than fourfold | ||
Pdpk1 | 8.21 | 3-Phosphoinositide-dependent protein kinase-1 |
1810009J06Rik | 7.44 | RIKEN cDNA 1810009J06 gene |
Ddx25 | 7.31 | DEAD (Asp-Glu-Ala-Asp) box polypeptide 25 |
Trim55 | 6.80 | Tripartite motif-containing 55 |
Fbxo31 | 6.47 | F-box protein 31 |
Hist1h1c | 6.38 | Histone cluster 1, H1c |
Otud3 | 5.99 | OTU domain–containing 3 |
Ptms | 5.93 | Parathymosin |
Herpud1 | 5.75 | Homocysteine-inducible, endoplasmic reticulum stress–inducible, ubiquitin-like domain member 1 |
Galntl2 | 5.39 | UDP-N-acetyl-α-d-galactosamine:polypeptide N-acetylgalactosaminyltransferase-like 2 gene |
Dcp2 | 5.08 | DCP2 decapping enzyme homolog |
H1f0 | 5.02 | H1 histone family, member 0 |
Glul | 4.93 | Glutamate-ammonia ligase (glutamine synthetase) |
Cwc15 | 4.88 | CWC15 homolog |
Tfdp2 | 4.77 | DP-3 protein-regulating cell cycle transcription factor DRTF1/E2F |
1110006O24Rik | 4.75 | RIKEN cDNA 1110006O24 gene |
Hist1h1e | 4.64 | Histone cluster 1, H1e c |
Map3k6 | 4.58 | ASK2 mRNA for apoptosis signal-regulating kinase 2 |
Fbxo2 | 4.55 | F-box protein 2 |
Srsf10 (Sfrs13a) | 4.51 | FUS interacting protein (serine-arginine rich) 1 |
Reg3b | 4.47 | Regenerating islet-derived 3 beta |
Txnip | 4.46 | Thioredoxin interacting protein |
Gpsm1 | 4.32 | G-protein signaling modulator 1 |
Fhl1 | 4.30 | Four and a half LIM domains 1 |
Bbc3 | 4.27 | BCL2 binding component 3 |
Tfam | 4.23 | Transcription factor A, mitochondrial gene |
Klf15 | 4.19 | Kruppel-like factor 15 |
Gm11938 | 4.13 | Predicted gene 11938 |
Ptbp2 | 4.07 | Polypyrimidine tract binding protein 2 |
Sesn1 | 4.05 | Sestrin 1 |
Myo1e | 4.03 | Myosin IE |
Genes downregulated by more than fourfold | ||
Fabp1 | −10.11 | Fatty acid binding protein 1 |
Tgtp1 | −5.76 | T-cell specific GTPase 1 |
BC048507 | −5.53 | cDNA sequence BC048507 |
Clec2d | −5.15 | C-type lectin domain family 2, member d |
Traf1 | −5.10 | TNF receptor-associated factor 1 |
Lyl1 | −4.94 | Lymphoblastomic leukemia 1 |
Neat1 | −4.70 | Nuclear paraspeckle assembly transcript 1 (nonprotein coding) |
Ms4a4b | −4.61 | Membrane-spanning 4-domains, subfamily A, member 4B |
Amy2a5 | −4.44 | Amylase 2a5 |
Ahsg | −4.43 | alpha-2-HS-glycoprotein |
Sash3 | −4.35 | SAM and SH3 domain containing 3 |
Dennd2d | −4.28 | DENN/MADD domain containing 2D |
Dynll1 | −4.23 | Dynein light chain LC8-type 1 |
Lcp1 | −4.22 | Lymphocyte cytosolic protein 1 |
Alb | −4.19 | Albumin |
Gene symbol . | Fold change . | Gene description . |
---|---|---|
Genes upregulated by more than fourfold | ||
Pdpk1 | 8.21 | 3-Phosphoinositide-dependent protein kinase-1 |
1810009J06Rik | 7.44 | RIKEN cDNA 1810009J06 gene |
Ddx25 | 7.31 | DEAD (Asp-Glu-Ala-Asp) box polypeptide 25 |
Trim55 | 6.80 | Tripartite motif-containing 55 |
Fbxo31 | 6.47 | F-box protein 31 |
Hist1h1c | 6.38 | Histone cluster 1, H1c |
Otud3 | 5.99 | OTU domain–containing 3 |
Ptms | 5.93 | Parathymosin |
Herpud1 | 5.75 | Homocysteine-inducible, endoplasmic reticulum stress–inducible, ubiquitin-like domain member 1 |
Galntl2 | 5.39 | UDP-N-acetyl-α-d-galactosamine:polypeptide N-acetylgalactosaminyltransferase-like 2 gene |
Dcp2 | 5.08 | DCP2 decapping enzyme homolog |
H1f0 | 5.02 | H1 histone family, member 0 |
Glul | 4.93 | Glutamate-ammonia ligase (glutamine synthetase) |
Cwc15 | 4.88 | CWC15 homolog |
Tfdp2 | 4.77 | DP-3 protein-regulating cell cycle transcription factor DRTF1/E2F |
1110006O24Rik | 4.75 | RIKEN cDNA 1110006O24 gene |
Hist1h1e | 4.64 | Histone cluster 1, H1e c |
Map3k6 | 4.58 | ASK2 mRNA for apoptosis signal-regulating kinase 2 |
Fbxo2 | 4.55 | F-box protein 2 |
Srsf10 (Sfrs13a) | 4.51 | FUS interacting protein (serine-arginine rich) 1 |
Reg3b | 4.47 | Regenerating islet-derived 3 beta |
Txnip | 4.46 | Thioredoxin interacting protein |
Gpsm1 | 4.32 | G-protein signaling modulator 1 |
Fhl1 | 4.30 | Four and a half LIM domains 1 |
Bbc3 | 4.27 | BCL2 binding component 3 |
Tfam | 4.23 | Transcription factor A, mitochondrial gene |
Klf15 | 4.19 | Kruppel-like factor 15 |
Gm11938 | 4.13 | Predicted gene 11938 |
Ptbp2 | 4.07 | Polypyrimidine tract binding protein 2 |
Sesn1 | 4.05 | Sestrin 1 |
Myo1e | 4.03 | Myosin IE |
Genes downregulated by more than fourfold | ||
Fabp1 | −10.11 | Fatty acid binding protein 1 |
Tgtp1 | −5.76 | T-cell specific GTPase 1 |
BC048507 | −5.53 | cDNA sequence BC048507 |
Clec2d | −5.15 | C-type lectin domain family 2, member d |
Traf1 | −5.10 | TNF receptor-associated factor 1 |
Lyl1 | −4.94 | Lymphoblastomic leukemia 1 |
Neat1 | −4.70 | Nuclear paraspeckle assembly transcript 1 (nonprotein coding) |
Ms4a4b | −4.61 | Membrane-spanning 4-domains, subfamily A, member 4B |
Amy2a5 | −4.44 | Amylase 2a5 |
Ahsg | −4.43 | alpha-2-HS-glycoprotein |
Sash3 | −4.35 | SAM and SH3 domain containing 3 |
Dennd2d | −4.28 | DENN/MADD domain containing 2D |
Dynll1 | −4.23 | Dynein light chain LC8-type 1 |
Lcp1 | −4.22 | Lymphocyte cytosolic protein 1 |
Alb | −4.19 | Albumin |
Data shown are based on the results of two individual arrays. Two-color microarrays were performed separately on PLN RNA samples from mice 1 and 2 (from Fig. 2C) with high Deaf1-Var1 expression compared with a pool of PLN RNA samples from mice 13 and 14 (from Fig. 2C) with low Deaf1-Var1 expression. Boldfaced genes were selected for further analysis.
Interestingly, the genes for two well-studied splicing factors, Srsf10 and Ptbp2, were among those whose expression was most highly upregulated (more than fourfold) and were also linked to RNA splicing (Supplementary Table 2). These two genes are of particular interest because previous work has shown that Srsf10 may bind to a number of glutaraldehyde (GA)-rich motifs that are present in the mouse and human Deaf1/DEAF1 gene (26), and Ptbp1 (the other member of the Ptbp family) is regulated by the glycemic state (27). These studies suggest that Srsf10 and Ptbp2 may play a role in Deaf1 splicing in the NOD PLNs. QPCR analysis showed that Srsf10 and Ptbp2 expression correlated well with Deaf1-Var1 expression in the inflamed and hyperglycemic PLNs of 16-week-old NOD mice (Fig. 5A–C). Expression of all three genes was significantly higher in hyperglycemic compared with euglycemic 16-week-old NOD mice. In contrast, only Srsf10 and Deaf1-Var1 were upregulated in the inflamed PLNs of NOD.SCID mice that were treated with activated splenocytes of NOD.BDC2.5 mice compared with controls (Fig. 5D–F). Ptbp2 expression was unchanged under these inflammatory conditions. Interestingly, expression of Ptbp2 and Deaf1-Var1 was significantly increased in the hyperglycemic PLNs of NOD and NOD.B10 mice treated with S961, whereas Srsf10 expression remained unchanged (Fig. 5G–L). These data suggest that inflammation and hyperglycemia may drive Deaf1 splicing through distinct pathways involving Srsf10 and Ptbp2, respectively. This is consistent with the slightly higher levels of Srsf10 measured in the hyperglycemic PLNs of NOD mice versus NOD.B10 controls (Fig. 5H and K).
Inflammation and hyperglycemia may mediate Deaf1 splicing through activation of distinct splicing factors. A–C: Deaf1-Var1 (A), Srsf10 (B), and Ptbp2 expression (C) was significantly higher in the PLNs of diabetic (blood glucose >250 mg/dL) 16-week-old NOD mice compared with the PLNs of age-matched nondiabetic (blood glucose <200 mg/dL) NOD mice (n = 6 per group). Data were normalized to Actb expression. D–F: Deaf1-Var1 (D) and Srsf10 expression (E) was significantly increased in the inflamed PLNs of NOD.SCID mice that were treated with activated splenocytes of NOD.BDC.2.5 mice compared with the noninflamed PLNs of control mice treated with PBS. Ptbp2 expression (F) was not different (n = 4 controls; n = 6 mice treated with splenocytes). G–L: Deaf1-Var1 (G and J) and Ptbp2 expression (I and L) were significantly increased in the hyperglycemic PLNs of S961-treated 10-week-old NOD (G–I) and NOD.B10 (J–L) mice compared with euglycemic PBS-treated controls. Srsf10 expression was not significantly changed (H and K). G–I: Data from PBS-treated NOD mice (n = 5) and S961-treated NOD mice (n = 7). J–L: Data from PBS-treated NOD.B10 mice (n = 7) and S961-treated NOD.B10 mice (n = 7). Data in D–I were normalized to 18S rRNA expression. The means ± SEM are shown, and statistical analysis was performed using the two-tailed unpaired Student t test. P values are indicated.
Inflammation and hyperglycemia may mediate Deaf1 splicing through activation of distinct splicing factors. A–C: Deaf1-Var1 (A), Srsf10 (B), and Ptbp2 expression (C) was significantly higher in the PLNs of diabetic (blood glucose >250 mg/dL) 16-week-old NOD mice compared with the PLNs of age-matched nondiabetic (blood glucose <200 mg/dL) NOD mice (n = 6 per group). Data were normalized to Actb expression. D–F: Deaf1-Var1 (D) and Srsf10 expression (E) was significantly increased in the inflamed PLNs of NOD.SCID mice that were treated with activated splenocytes of NOD.BDC.2.5 mice compared with the noninflamed PLNs of control mice treated with PBS. Ptbp2 expression (F) was not different (n = 4 controls; n = 6 mice treated with splenocytes). G–L: Deaf1-Var1 (G and J) and Ptbp2 expression (I and L) were significantly increased in the hyperglycemic PLNs of S961-treated 10-week-old NOD (G–I) and NOD.B10 (J–L) mice compared with euglycemic PBS-treated controls. Srsf10 expression was not significantly changed (H and K). G–I: Data from PBS-treated NOD mice (n = 5) and S961-treated NOD mice (n = 7). J–L: Data from PBS-treated NOD.B10 mice (n = 7) and S961-treated NOD.B10 mice (n = 7). Data in D–I were normalized to 18S rRNA expression. The means ± SEM are shown, and statistical analysis was performed using the two-tailed unpaired Student t test. P values are indicated.
PTBP2 and SRSF10 Mediate the Splicing of Human DEAF1 and the Expression of the Putative PTA Gene CELA1
To determine whether splicing of human DEAF1 is also controlled by PTBP2 and SRSF10, plasmids expressing PTBP2 or SRSF10 were transfected alone or in combination into HEK293T cells. Transfection increased expression of the corresponding gene and protein within 24 h and was maintained for at least 48 h (Fig. 6A–C). Overexpression of SRSF10 alone resulted in reduced canonical DEAF1 and increased DEAF1-VAR1 expression (Fig. 6D and E). Cotransfection of PTBP2 with SRSF10 augmented DEAF1-VAR1 expression but did not result in additional changes in canonical DEAF1 expression. This is consistent with our finding that overexpression of PTBP2 alone increased DEAF1-VAR1 but did not decrease DEAF1 expression (Fig. 6D and E). In all samples studied, DEAF1 expression was found to be highly abundant compared with DEAF1-VAR1 expression. Accurate DEAF1-VAR1 measurements required preamplification of the cDNA. In addition, when measurements were made using TaqMan assays that detected both DEAF1 and DEAF1-VAR (Supplementary Fig. 4), the pattern of change was similar to that seen for DEAF1 in Fig. 6D, indicating that small changes in DEAF1 expression may account for significant changes in DEAF1-VAR1 expression. It is also possible (as our preliminary data suggest) that DEAF1 can be alternatively spliced into other isoforms not detected by the primers used.
PTBP2 and SRSF10 mediate the splicing of human DEAF1. A–F: QPCR and immunoblotting data showing transfection of HEK293T cells with plasmids expressing PTBP2 or SRSF10, alone (1 μg each) or in combination (0.5 μg each). Transfection resulted in significantly increased mRNA (A and B) and protein (C) expression of the corresponding genes 24 and 48 h after transfection. C: The antibodies used detected multiple alternatively spliced isoforms of PTBP2 and SRSF10. The ∼57-kDa product detected by the anti-PTBP2 antibody may represent the larger PTBP2 isoforms 1, 2, 3, and/or 4 (predicted size ∼57–58 kDa), whereas the 33- and 38-kDa products may represent the smaller PTBP2 isoforms 5 and/or 6 (predicted size ∼38 kDa). The 36-kDa product detected by the anti-SRSF10 antibody may represent SRSF10 isoforms 1 and/or 2 (predicted size ∼31 kDa), whereas the 20- to 25-kDa products may represent isoforms 3, 4, and/or 5 (predicted size ∼20–22 kDa). Overexpression of SRSF10 alone or in combination with PTBP2 resulted in significantly reduced expression of canonical human DEAF1 (D), increased expression of DEAF1-VAR1 (E), and reduced expression of the PTA gene CELA1 (F). Overexpression of PTBP2 resulted only in the increased expression of DEAF1-VAR1 48 h after transfection (E). G: A schematic diagram showing how inflammation and hyperglycemia may contribute to reduced DEAF1 function and reduced PTA expression in LNSCs during the progression of disease. Data shown in A, B, and D–F represent the means ± SEM of at least 3 independent experiments performed in triplicate. C shows data that are representative of 4 separate experiments. All QPCR data were normalized to 18S rRNA expression. Statistical analysis was performed using the two-tailed unpaired Student t test. *P < 0.05; **P < 0.01; ***P < 0.001.
PTBP2 and SRSF10 mediate the splicing of human DEAF1. A–F: QPCR and immunoblotting data showing transfection of HEK293T cells with plasmids expressing PTBP2 or SRSF10, alone (1 μg each) or in combination (0.5 μg each). Transfection resulted in significantly increased mRNA (A and B) and protein (C) expression of the corresponding genes 24 and 48 h after transfection. C: The antibodies used detected multiple alternatively spliced isoforms of PTBP2 and SRSF10. The ∼57-kDa product detected by the anti-PTBP2 antibody may represent the larger PTBP2 isoforms 1, 2, 3, and/or 4 (predicted size ∼57–58 kDa), whereas the 33- and 38-kDa products may represent the smaller PTBP2 isoforms 5 and/or 6 (predicted size ∼38 kDa). The 36-kDa product detected by the anti-SRSF10 antibody may represent SRSF10 isoforms 1 and/or 2 (predicted size ∼31 kDa), whereas the 20- to 25-kDa products may represent isoforms 3, 4, and/or 5 (predicted size ∼20–22 kDa). Overexpression of SRSF10 alone or in combination with PTBP2 resulted in significantly reduced expression of canonical human DEAF1 (D), increased expression of DEAF1-VAR1 (E), and reduced expression of the PTA gene CELA1 (F). Overexpression of PTBP2 resulted only in the increased expression of DEAF1-VAR1 48 h after transfection (E). G: A schematic diagram showing how inflammation and hyperglycemia may contribute to reduced DEAF1 function and reduced PTA expression in LNSCs during the progression of disease. Data shown in A, B, and D–F represent the means ± SEM of at least 3 independent experiments performed in triplicate. C shows data that are representative of 4 separate experiments. All QPCR data were normalized to 18S rRNA expression. Statistical analysis was performed using the two-tailed unpaired Student t test. *P < 0.05; **P < 0.01; ***P < 0.001.
We previously showed that Deaf1 splicing may lead to reduced expression of various islet antigens in the PLNs of NOD mice starting at 12 weeks of age (19), but it is unclear whether Srsf10 and Ptbp2 are involved. Here, we questioned whether overexpression of SRSF10 and/or PTBP2 could alter PTA expression. Because it is not possible to isolate primary LNSCs without inducing some amount of Deaf1 splicing, we examined the effect of SRSF10 and PTBP2 on the expression of the putative PTA gene chymotrypsin-like elastase family member 1 (CELA1) in HEK293T cells. CELA1 is endogenously expressed in HEK293T cells, whereas other PTA genes, including those encoding insulin, α-1-microglobulin, and fibrinogen, were not detected (data not shown). We previously showed that Cela1 is concomitantly downregulated with Deaf1 in the PLNs of 12- and 16-week-old NOD mice relative to NOD.B10 controls (28) and is most abundantly expressed in the double negative (gp38-, CD31-) subset of LNSCs (Supplementary Fig. 5A and B). Knockout of Deaf1 almost completely abolishes Cela1 expression in the double negative subset, indicating that Cela1 expression is controlled by Deaf1 (Supplementary Fig. 5C). This is consistent with the reduced expression of Cela1 in the PLNs of NOD.SCID mice that were treated with activated splenocytes and in the PLNs of NOD and NOD.B10 mice that were treated with S961 (Supplementary Fig. 5D and E). Overexpression of SRSF10 led to reduced CELA1 expression in HEK293T cells (Fig. 6F). PTBP2 had no additional effect on CELA1 when transfected with SRSF10 and did not alter CELA1 expression when transfected alone (Fig. 6F). Because overexpression of SRSF10 results in both reduced canonical DEAF1 expression and increased DEAF1-VAR1 expression, its overall effect on DEAF1 function is greater than that of PTBP2 and may explain why increased SRSF10, but not PTBP2, expression results in reduced CELA1 expression.
Discussion
T1D can develop from a partial breakdown in peripheral tolerance that is normally controlled by PTA gene expression in LNSCs. We previously showed that Deaf1 controls the expression of various PTA genes in peripheral lymphoid tissues and that diminished Deaf1 function and PTA expression occurs during the onset of destructive insulitis (19). Here, we demonstrate that increased Deaf1 splicing occurs only in the PLNs of NOD mice that develop hyperglycemia and strongly correlates with the severity of disease. We found that inflammation and hyperglycemia mediate Deaf1 splicing through the activation of distinct pathways involving the splicing factors Srsf10 and Ptbp2. Our data suggest that during the onset of destructive insulitis at ∼12 weeks of age, inflammation in the PLNs upregulates the expression of Srsf10, leading to the increased expression of Deaf1-Var1 and reduced expression of Deaf1 and PTA genes that is observed in the PLNs (19). As disease progresses and animals become hyperglycemic, Ptbp2 is upregulated. This induces additional expression of Deaf1-Var1. Because deletional tolerance and induction of Tregs may be mediated by PTA expression in LNSCs, diminished Deaf1 function may allow increasing numbers of autoreactive cells to persist during the progression of NOD disease and T1D.
Although the mouse and human isoforms of Deaf1-Var1 and DEAF1-VAR1 differ structurally (19), Srsf10/SRSF10 and Ptbp2/PTBP2 may regulate the expression of both. Changes in SRSF10 elicit a greater effect on DEAF1 splicing than changes in PTBP2; overexpression of SRSF10 alone upregulated DEAF1-VAR1 and downregulated both DEAF1 and the putative PTA gene CELA1. We showed that inflammation of the PLNs following injection of activated splenocytes upregulated Srsf10 in NOD mice. Although the inflammatory mediator involved is unknown, it is likely a soluble factor that is released by activated splenocytes. Studies have shown that inflammation induced by IL-1β and IFN-γ leads to the alternative splicing of ∼35% of genes in pancreatic islets. Islets express about 20,000 genes, including various chemokine and cytokine receptors and the majority of all known mammalian splicing factors (20,29,30). Therefore islets are an ideal tissue for studying inflammation-induced gene splicing. Treatment of islets with IL-1β and IFN-γ increases the expression of both Srsf10 and Ptbp2 (29). We previously found that the inflamed islets of NOD mice express higher levels of Srsf10, but not Ptbp2, compared with islets of NOD.B10 mice (GEO series accession no. GSE45897; probe A_52_P372843 and A_52_P593110; Supplementary Fig. 6A). Finally, the supernatant of activated NOD.B10 splenocytes upregulated Deaf1-Var1 expression in isolated NOD.B10 islets, whereas the supernatant of nonactivated splenocytes had no effect (Supplementary Fig. 6B). Thus, various inflammatory mediators such as the ones differentially expressed between the supernatant of activated and nonactivated NOD.B10 splenocytes (Supplementary Fig. 6C) may modulate Deaf1 splicing.
DC/IL-4 treatment prevented or delayed disease in 12-week-old NOD mice, as previously described (21), and reversed the splicing of Deaf1 within 3 days of treatment (Fig. 1G). We showed that Deaf1-Var1 expression was 40% higher in the PLNs of untreated NOD mice. This is comparable to the ∼45% higher levels of Deaf1-Var1 previously measured in the PLNs of 12-week-old NOD versus NOD.B10 mice (19). The reestablishment of Deaf1 function is consistent with the normalization of gene expression toward that seen in NOD.B10 PLNs 3 days after treatment (25). Increased Deaf1 function may also explain the larger number of Tregs that was observed in NOD mice treated with DC/IL-4 (21). Which cytokines and splicing pathways mediate the inhibition or reversal of Deaf1 splicing is unclear. DC/IL-4 treatment skews helper T-cell populations by supporting the function and differentiation of Th2 cells while inhibiting that of Th1 cells (25,31). DC/IL-4 treatment also reduces the ratio of IFN-γ to IL-4 levels in the PLNs, suggesting that a number of cytokines could play a role. The expression of Srsf10 and Ptbp2 was not altered by treatment with DC/IL-4 (data not shown), suggesting that these splicing factors are involved in the upregulation but not the downregulation of Deaf1 splicing. It is possible that some of the splicing factors listed in Supplementary Table 2 may be involved instead.
Srsf10 is a member of the serine/arginine-rich splicing factor family and functions as a sequence-specific splicing activator. Srsf10 can regulate genes that are involved in apoptosis, cell–stress pathways, or disease development (26). For example, Srsf10 has been shown to regulate the splicing efficiency of the LDL receptor gene, a gene that is differentially expressed in the adipose tissue of streptozotocin-treated mice (32,33). Srsf10 binds to various GA-rich hexamers and mediates specific alternative splicing events based on the position and arrangement of those hexamers (26). Srsf10 can mediate exon inclusion and exclusion by regulating common alternative splicing events such as alternative 5′ or 3′ splice sites, cassette exons, mutually exclusive exons, and retained introns (26). The defining feature of the mouse Deaf1-Var1 isoform is an intronic insertion between exons 6 and 7 that disrupts the nuclear localization signal. The human DEAF1-VAR1 isoform also lacks the nuclear localization signal because of a deletion of exon 7 (19). Analysis of the mouse Deaf1 and human DEAF1 transcripts shows that they contain at least 18 and 20 of the unique GA-rich hexamers that are recognized by SRSF10, respectively (Supplementary Fig. 7). Thus, it is possible that Srsf10/SRSF10 binds directly to Deaf1/DEAF1 mRNA to mediate its alternative splicing; however, this would need to be confirmed by additional experiments.
The Ptbp family consists of Ptbp1 and Ptbp2. These proteins bind to and stabilize mRNA and can mediate the degradation of mRNA (34). The well-studied Ptbp1 isoform is expressed in a wide range of tissues and is involved in disorders that are characterized by abnormal blood glucose regulation, such as T1D, type 2 diabetes, and obesity (35–38). In healthy individuals, PTBP1 stabilizes preproinsulin mRNA and elevates insulin concentrations in response to hyperglycemia (27,36). Based on our microarray data, Ptbp1 was not altered in the PLNs of 16-week-old hyperglycemic versus euglycemic NOD mice (96 ± 7%; GEO series GSE57237).
Ptbp2 is expressed in specialized tissues (39,40). This tissue-restricted expression may account for the preferential splicing of Deaf1 in LNSEs (19), but how Ptbp2 regulates the splicing of Deaf1/DEAF1 is not yet known. Like Ptbp1, Ptbp2 is tightly linked to obesity (37,38) and is stimulated by hyperglycemia (Fig. 5I and L). Changes in Ptbp2 expression may be mediated indirectly by hyperglycemia-induced inflammation because hyperglycemia activates various inflammatory pathways, and improper glucose handling is linked with subclinical inflammation (41–45). This would be consistent with the increased Ptbp2 observed in islets after treatment with IFN-γ and IL-1β (29). Inflammation induced by the injection of activated splenocytes, however, did not alter Ptbp2 expression in the PLNs of euglycemic mice (Fig. 5F). During T1D, increased Ptbp2 expression would normally occur alongside increased Srsf10 in the PLNs because inflammation in the PLNs precedes hyperglycemia during the disease process. Increased Ptbp2 would exacerbate the negative effects of Srsf10 on Deaf1 function and PTA expression, as shown in Fig. 6G. It is interesting that Ptbp2 and Srsf10 mediate the alternative splicing of both the mouse and human Deaf1/DEAF1 to form Deaf1-Var1/DEAF1-VAR1; the mouse Deaf1-Var1 isoform results from the inclusion of an intron, whereas the human DEAF1-VAR1 isoform results from an exclusion of exons (19). Studies have shown that alternative splicing patterns occur in a species-specific manner (46,47); between humans and mice, differences in alternative splicing patterns seem to be driven predominantly by changes in conserved cis-regulatory elements, with some contribution from trans-acting factors (46).
The data presented here show that Deaf1 splicing is associated with hyperglycemia and inflammation, but its exact role in disease pathogenesis remains unclear. Further experiments are necessary to examine this. For example, if Deaf1 splicing is required for the pathogenesis of disease, then blockade of Deaf1 splicing in the PLNs of NOD mice, perhaps with the use of splice-switching oligomers, as previously described (48), may prevent the onset of hyperglycemia.
Article Information
Funding. C.G.F. provided the majority of the funding (NIH AI083628). L.Y. has received a Juvenile Diabetes Research Foundation (JDRF) Transitional Award.
Duality of Interest. No potential conflicts of interest relevant to this article were reported.
Author Contributions. L.Y. planned and directed this work, prepared the manuscript and figures, analyzed the data, and performed QPCR, microarray, and histology experiments. R.F. isolated RNA, performed the majority of QPCR and transfection experiments, analyzed the data, and prepared the manuscript. C.T. performed blood glucose measurements and treated mice with insulin and S961. R.J.C. performed the DC/IL-4 experiments, extracted LNSCs, and performed experiments using NOD.B10 splenocytes. T.N.-M. assisted with the DC/IL-4 experiments. C.C.W. and J.M.S. activated splenocytes, collected supernatants, and performed experiments using NOD.BDC.2.5 splenocytes. R.A. performed immunoblotting experiments and isolated RNA from various tissues. M.v.H. coordinated blood glucose measurements and tissue collection from 16-week-old NOD mice. C.G.F. directed this work. All authors reviewed and edited the manuscript. L.Y. and C.G.F. are the guarantors of this work and, as such, had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.