Faculty Bibliography

Background/Purpose : Based on encouraging bench to bedside results including experimental evidence supporting Toll-like receptor signaling in the pathogenesis of CHB, a case control study demonstrating CHB risk reduction in hydroxychoroquine (HCQ) exposed fetuses of anti-Ro positive SLE women, and a historical cohort study supporting a reduction in recurrence rate, an open label single arm Phase 2 clinical trial was initiated to evaluate whether HCQ reduces the CHB recurrence rate (pi) below the historical recurrence rate of 18%. Methods : A two-stage trial design (N=19 first stage; N=54 second stage) using Simon's optimal approach was employed to allow for early stopping due to absence of treatment efficacy. The null hypothesis, H 0 :pi <= 18%, would be rejected and HCQ considered efficacious at the end of the trial if <= 5 of 54 mothers with anti-Ro and a previous CHB child had a subsequent child with 2 nd or 3 rd degree block (primary outcome). The protocol required HCQ initiation or maintenance at 400mg by 10 wks gestation. Mothers underwent serial echocardiograms, with bloods drawn each trimester and delivery for cord blood to measure antibody and HCQ levels. Results : Sixty five mothers (all with previous CHB child and anti-Ro52 or Ro60 > 1,000 EU; 47.9% with anti-La; 71.4% White; 47.6% SLE and/or SS; 42.9% started HCQ solely for CHB prevention; 41% prior CHB child died, 3.2% had > 1 CHB child) signed consent. Ten were considered screen failures (2 miscarriages < 12 wks, 7 wherein dating of conception placed HCQ initiation at > 10 wks, 1 given dexamethasone (dex) 1mg at 10 wks) and 1 was lost to follow up before delivery leaving 54 pregnancies evaluable with serial fetal echos and birth or one yr EKG or echo results known. In Stage I, 2/19 fetuses had CHB, and the study proceeded to Stage II. By intention to treat analysis, 4/54 pregnancies resulted in CHB (7.4%; p = 0.02 for H 0 ), all at 19-20 wks. Three presented with 2 nd degree block, one reverted to NSR at birth following dex and two progressed to 3 rd degree despite dex and IVIG (one electively terminated). One presenting with 1 st degree was treated with dex prophylactically (eliminating this case from evaluating HCQ exposure alone), progressed to 2 nd but reverted to NSR at birth. At 2 yrs, the 2 in NSR had intermittent 2 nd degree on Holter monitor. In 8 mothers potentially confounding medications, IVIG and/or dex, were prescribed after enrollment for lupus flare, cardiac concerns apart from advanced block (APCs, echo brightness, 1 st degree block), and/or physician decision to consider additional prophylaxis. To evaluate HCQ alone, 9 additional mothers were enrolled, one whose fetus developed 3 rd degree block at 19 wks. Including only pregnancies exposed to HCQ alone prior to confirmed 2 nd or 3 rd degree block, 4/54 developed CHB (7.4%; p = 0.02). In total 5/63 pregnancies (7.9%) resulted in advanced block. HCQ levels in the second trimester confirmed a 98% adherence rate. Anti-Ro levels remained > 1,000 EU (considered vulnerable for CHB) throughout pregnancy. No CHB developed in any of the 7 mothers screened out because of low dose or delayed start of HCQ. Conclusion : These prospective data from a single-arm clinical trial support that HCQ significantly reduces the recurrence of CHB below the historical rate

Background/Purpose : The impact of renal injury in lupus nephritis (LN) is widespread with consequences to resident cells in other tissue beds, even non-lesional, non-sun exposed skin. Faithful reflection of a relevant renal tissue pathway in a more readily accessible compartment would allow for less invasive diagnostic alternatives. While ongoing studies are exploiting single cell RNA sequencing to link phenotype to biotype and identify cell specific pathways in the kidney, this study was initiated to address the hypothesis that these pathways may be reflected in uninvolved skin which is more likely to be serially biopsied. Methods : Single cell RNAseq was performed on cell suspensions prepared from ~2 mm punch biopsies of nonlesional, non-sun-exposed skin from the buttocks of 5 healthy controls, 4 SLE patients without LN and 18 SLE patients with proteinuria (with skin biopsies obtained within 24 hrs of the kidney biopsy). Histology revealed Class III ( n=6 ), Class III/V or IV/V mixed ( n=11 ), Class V ( n=1 ), and nephrosclerosis ( n=1 ). Dissociation of cryostored skin biopsies with collagenase and trypsin enzymes was followed by scRNA-seq using the 10x Genomics platform using V2 and V3 reagents. Results : We obtained 8,019 and 17,655 high-quality scRNA-seq profiles from single cell suspensions of control and SLE non-lesional, non-sun-exposed skin, respectively. A graph-based clustering method was applied and identified major clusters of cells as visualized by t-distributed stochastic neighbor embedding (tSNE). Differential gene expression analysis guided by established markers revealed these cell clusters as keratinocyte (KC), one smooth muscle cell cluster (SMC), fibroblast (FB), melanocyte (MEL), vascular endothelial cells (VEC), lymphatic endothelial cells (LEC), macrophages-dendritic cells (MAC-DC), T cells (TC) and sweat gland cells (SGC) (Figure 1A). Ranking cells by abundance, the result of the SLE skin cells was KC >FB >VEC >LEC, SMC, MAC-DC, TC, MEL and SGC. Overall, samples processed using the recent V3 single cell reagent kit showed higher genes and transcript captures compared to V2. However, these samples also captured more mitochondrial transcripts (Figure 1B). An analysis of gene expression changes in KC, SMC, and VSC from the LN patients versus controls demonstrated overexpression of interferon stimulated genes. However, the degree of interferon response varied in these cell types with KCs (basal KC, p=0.00312 and hair follicle KC, p=0.000012) showing the highest response followed by VECs (p=0.0043) and SMCs (p=0.0068). In addition to the interferon response signature, VECs from the LN patients also showed upregulation of MHC-II genes such as HLA-DRB5 and HLA-DRB1, suggesting increased antigen presentation capacity (Figure 1C). Conclusion : scRNA-seq identifies major skin cell types and further clustering identifies rarer cell populations. KCs, SMCs, and VECs from the skin of LN patients reveal diverse IFN response states and additionally VECs also show higher antigen presentation potential. The V3 upgrade of 10x Genomics single cell reagents capture more genes and UMIs per cell, but also higher mitochondrial content compared to the V2 version

Background/Purpose : Compared to Caucasian, African-American ethnicity is associated with a higher risk of developing systemic lupus erythematosus, lupus nephritis, high-risk histological features, resistance to treatment, and mortality. In phase 1 of the Accelerating Medicines Partnership (AMP), we used single-cell genomics to identify ethnicity associated features. Methods : Single cell RNA sequencing was performed on renal biopsies obtained for clinical purpose; one pipeline applying CEL-Seq2 in a leukocyte enriched sample and the other Fluidigm C1 800 in an agnostic approach to dissociated renal cells. Differential abundance of cell populations was determined using a logistic mixed model. Then, the differential expression profile was determined for each cell cluster and interpreted using pathway enrichment analysis. Results : Samples from 19 African-American and 20 Caucasian patients were obtained. We identified 30 cell clusters. Type I and II interferon inducible genes were upregulated in most cell populations. A cluster of T cells with exceptionally high interferon signature was found to be increased in African-Americans (OR 4.8). Macrophages and DC4-like dendritic cells were instead less abundant (OR 0.3). In African-Americans, type I and II interferon response pathways were enriched in several cell types including T cells, B cells, plasma cells, and activated monocytes. The majority of the differentially expressed genes was specifically inducible by type II interferon. In addition, while there was no local expression of type I interferons, interferon gamma was abundantly expressed by infiltrating NK and CD8 T cells. Conclusion : African-American patients with lupus nephritis have a stronger interferon response pathway activation, especially type II. Our findings suggest an intrinsic biological factor underlying the outcome gap and highlight the role of interferon gamma in lupus nephritis, implicating this pathway as a potential therapeutic target in SLE. Further work in Phase 2 of AMP is being pursued to validate and extend these findings

Background/Purpose : In SLE Apolipoprotein L1 (APOL1) risk variants associate with cardiovascular and kidney damage. APOL1 is both a secreted and tissue intrinsic protein; the latter role mediates organ injury. Expression is driven by inflammatory stimuli which initially promotes survival through autophagy. At higher expression, APOL1 contributes to cell death partially by compromising mitochondria. The RV protein structure favors toxicity at lower thresholds. Macrophages express APOL1 and use metabolic plasticity to perform effector functions. We hypothesized that in activated macrophages, APOL1 expression impairs mitochondrial Methods : Healthy controls were genotyped for APOL1 reference allele (G0) risk variants (RV) (n=15; G0/G0=8, RV/ G0=4, RV/RV=3). Monocytes were isolated from PBMCs using a Miltenyi Biotec Pan Monocyte Isolation kit and differentiated into macrophages using GM-CSF. Cells were treated with SLE-relevant agonists ssRNA hY3 or IFNgamma; and APOL1 expression was observed by qPCR. As in-vivo correlates, APOL1 expression relative to IFN response gene, Siglec 1, in SLE patient monocytes (n=17); and expression in coronary artery tissue macrophages with (n=3) or without (n=3) atherosclerotic plaque were assessed through RNA seq data and immunohistochemistry respectively. To test mitochondrial respiration, cultured HC macrophages were left untreated or IFNgamma treated, and bioenergetics were measured by the Seahorse assay. Confirmatory fluorescent microscopy was done by staining cells with Mitoprobe (polarized mitochondria) and Mitotracker (all mitochondria) and the ratio of Mitoprobe to Mitotracker staining was quantified using ImageJ software. Results : Across the genotypes,hY3 and IFNgamma increased APOL1 mRNA expression 29.1+/-18.4 and 31.6+/-14.9 fold compared to untreated (p< 0.001 in each). In SLE monocytes, APOL1 significantly correlated with Siglec1 expression (R=0.64; P=0.005). APOL1 stained 4% of non-plaque containing and 18% of plaque-containing coronary arteries (p=0.05). APOL1 was apparent in multiple cell types including invading tissue macrophages (fig1). On the seahorse assay, there were genotype-dependent differences in Basal OCR (BO pmol/min), Spare Capacity (SC pmol/min), and total ATP production (ATP pmol/min) (G0/G0: BO: 99.4+/-11.3, SC:150.9+/-16.6, ATP: 88.1+/-9.5; RV/G0: BO: 46.1+/-4.5, SC: 52.1+/-8.8, ATP: 40.7+/-3.4; RV/RV: BO: 46+/-17.4, SC: 14.9+/-11.6, ATP: 36.7+/-9.5 each p< 0.001). Across genotype, these values fell with IFNgamma (G0/G0: BO: 73.9+/-6, SC: 129.4+/-17.3, ATP: 67.6+/-5.4; RV/G0: BO: 46+/-5.1, SC: 27.9+/-8.1, ATP: 39.5+/-3.9; RV/RV: BO: 42.1+/-8.6, SC: 9.5+/-8.3, ATP: 35.8+/-6.9) (fig2). Fluorescent microscopy confirmed findings with the mean respective MitoProbe/Mitotracker ratios in G0/G0, RV/G0, and RV/RV macrophages at rest 1.5+/-0.5, 0.86+/-0.3, and 0.89+/-0.3 and with IFNgamma 1.3+/-0.4, 0.74+/-0.3, and 0.6+/-0.2 (fig3). Conclusion : Inflammation both in vitro and in vivo due to hY3, IFNgamma, and ischemia increase macrophage APOL1 expression across genotypes. In RV carrying macrophages, this results in diminished mitochondrial energy production-a potential underpin of variant-mediated toxicity. (Figure Presented)

Background/Purpose : Null mutations in DNASE1L3 cause severe familial SLE with prominent anti-DNA antibodies (Abs), suggesting that DNASE1L3 is a key driver of tolerance to DNA. Indeed, DNASE1L3-deficient mice rapidly develop anti-chromatin and anti-DNA Abs followed by renal involvement. DNASE1L3 is a secreted DNase that has the preferential capacity to digest DNA within nucleosomes and/or encapsulated by membranes. Our previous studies suggest that chromatin carried by circulating apoptotic microparticles (MP) is an important physiological substrate of DNASE1L3. Accordingly, the present study was initiated to address the hypothesis that dysfunction of DNASE1L3 and its downstream consequences contribute to the development of sporadic human SLE. Methods : Reactivity to DNASE1L3-sensitive antigens on MP was measured by incubating plasma samples with control or DNASE1L3-treated MP and analyzing IgG binding to MP by flow cytometry. DNASE1L3 activity was measured based on its preferential capacity to digest complex DNA substrates with the readout expressed as the fraction of activity measured in healthy control subjects. The DNA load of MP was measured by qPCR of genomic DNA purified from the MP and MP-depleted fractions of plasma. In considering a spectrum from benign to clinical autoimmunity, subjects included those with active biopsy proven lupus nephritis as well as those with anti-Ro antibodies absent SLE. Results : IgG-binding to MP was assessed in 116 SLE patients, 45 anti-Ro Ab-positive mothers whose children have neonatal lupus (17 asymptomatic or having an undifferentiated autoimmune syndrome, 2 SLE, 12 SS, 14 SLE/SS) and 16 healthy controls. IgG-reactivity to MP was not detected in any healthy controls. In contrast, 36% of SLE patients showed IgG binding to MP reversed by DNASE1L3 pretreatment (DNASE1L3-senstive reactivity). Only two of these patients were heterozygous for the known hypomorphic DNASE1L3 (R206C) variant. DNASE1L3-sensitive reactivity correlated with anti-dsDNA Abs (p< .0001) but did not overlap, indicating that reactivity is directed to more complex DNA. DNASE1L3-sensitive reactivity correlated with active proteinuria (p=.0003), low complement levels (p=.01) and overall SLEDAI (p< .0001). Among 45 anti-Ro-positive mothers, all were unreactive except the only 2 SLE mothers that developed lupus nephritis. The DNA load of MP and DNASE1L3 activity were assessed in a subset of SLE patients (n=40). Of these, patients with proteinuria showed lower plasma DNASE1L3 activity (p=.034) than those without proteinuria (Fig. 1). Moreover, increased partitioning of plasma DNA into MP correlated with reduced DNASE1L3 activity, and both parameters strongly correlated with DNASE1L3-sensitive IgG binding to MPs (p< 0.0001) (Fig. 2). Conclusion : The activity of plasma DNASE1L3 is reduced in a significant fraction of SLE patients with renal disorder unrelated to a genetic explanation and is associated with DNA accumulation in MP targeted by Abs. Collectively, these data suggest that digestion of circulating chromatin by DNASE1L3 is a fundamental mechanism of tolerance to DNA which when disrupted may lead to sporadic SLE, particularly lupus nephritis

Background/Purpose : Since one of the strongest associations with antibodies (abs) to SSA/Ro (Ro60) is the development of congenital heart block (CHB), this model provides an exceptional opportunity to define novel insights that link maternal abs with an inflammatory cellular response which eventuates in fibrotic replacement of the AV node. We recently compiled risk genes based on an agnostic transcriptomic survey of macrophages isolated from hearts of fetuses dying with CHB and healthy aged matched fetuses electively terminated, noting that IFN related genes (IRGs), including IFN induced Protein with Tetratricopeptide Repeats 1(IFIT1) and Sialic Acid Binding Ig Like Lectin 1 (SIGLEC1), are highly upregulated in the CHB hearts. Accordingly, this study addressed the hypothesis that IRGs contribute to CHB pathogenesis. Methods : hY3 RNA, a noncoding ssRNA and TLR7/8 agonist, was used as a proxy of the Ro60 immune complex. Human derivatives included healthy peripheral blood macrophages and fibroblasts isolated from a healthy human fetal heart. Neutralizing IFNalpha and IFNbeta abs were used to assess the contribution of the respective cytokines to the model. Macrophage readouts included the expression of IFIT1 and SIGLEC1 transcripts (qPCR, units, fold change based on 2-DELTADELTACT, relative expression of transcript normalized to GAPDH) and myofibroblast phenotype (EdU imaging and SMAc by IF, respectively). Results : As expected, exposure of macrophages to IFNalpha resulted in a significant upregulation of IFIT1 and SIGLEC1 compared to untreated macrophages (70+/-25 vs 1, and 17+/-9, vs 1, respectively with both N=3, P< 0.05). Similarly, exposure to IFNbeta also resulted in the upregulation of these transcripts (254+/-237 vs 1, p=0.03, and 21+/-14 vs 1, respectively with both N=4, p< 0.03). The expression of these transcripts by IFNalpha-and IFNbeta-treated macrophages was completely attenuated by co-treatment using respective Type I IFN-specific neutralizing antibodies. In parallel, transfection of human macrophages with hY3 also resulted in upregulation of IFIT1 (112+/-30 vs 1, p=0.02, N=3) and SIGLEC (13+/-7 vs 1, N=3). To confirm TLR7/8 dependency of IRGs, the addition of TLR7/8 antagonist IRS661 to our in vitro model resulted in a significant decrease of IFIT1 expression to 14% (14+/-10, n=6) and SIGLEC1 to 54% (7+/-5, n=7, both P=0.03). Co-treatment with neutralizing antibody against IFNalpha reduced the expression of IFIT1 to 9% (10+/-9, n=3) and SIGLEC1 to 35% (5+/-3, n=3). Co-treatment with neutralizing antibody against IFNbeta also reduced the expression of IFIT1 to 24% (24+/-6, n=2) and SIGLEC1 to 59% (3+/-5, n=3). For a survey of direct effects of type I IFN, IFNalpha and IFNbeta were shown sharing the capacity to stimulate fibroblast proliferation (EdU, % positive) yielding a result of untreated (16%), IFNalpha (40%), and IFNbeta (48%). In addition, exposure of human fibroblasts to IFNalpha as well as IFNbeta induced expression of the myofibroblast marker, SMAc (IF) versus no expression by the untreated fibroblasts. Conclusion : These results suggest that type I IFN contributes to the inflammatory and profibrosing milieu associated with the development of CHB. Feed forward expression of IFN related genes in response to TLR signaling may provide new targets towards the prevention of disease

Background/Purpose : Despite the strong association of maternal anti-Ro60 autoantibodies in the development of SS, Neonatal Lupus (NL) and scLE, understanding causality is challenging given that the intracellular location of the target RNP antigen only becomes accessible to extracellular autoantibodies during cell death. While binding Y RNA is a property of Ro60 in dying cells, Ro60 contributes to events essential to proliferation including the degradation of non-coding RNAs. To define potentially targetable molecular events associated with Ro60 accessibility and their effects on proliferation, we evaluated two candidate chaperone Ro60 binding proteins, ZBP1 (also known as IGF2BP1, which has two RNA recognition domains and plays a role in nuclear export of protein) and PTBP1 (which binds RNA in heterogeneous nuclear complexes). Methods : Short hairpin (sh)RNA knockdown (KD) of both ZPB1 and PTBP1 was accomplished by using MISSION pLKO.1 derived lentiviral vehicles for targeted shRNA to yield each of the specific depletions in human fetal fibroblasts. Affinity purified anti-Ro60 antibodies (AP60) isolated from the serum of 2 mothers of children with cardiac NL and control IgG isolated from a healthy donor were used to evaluate Ro60 surface translocation in intact and apoptotic cells by flow cytometry. Fibroblast proliferation was determined using 5-ethynyl-2'-deoxyuridine (EdU) incorporation. Results : KD of targeted transcripts were confirmed by qPCR and western blot. Permeabilized KD and wildtype fi-broblasts demonstrated equivalent intracellular expression of Ro60. As expected, flow cytometry with AP60 revealed no surface staining of non-permeabilized wildtype or KD fibroblasts. The next set of experiments addressed binding of AP60 to polyHEMA-apoptotic fibroblasts. Staining with annexin V (a proxy of apoptosis) was uniformly consistent between the wildtype and KD cells. As expected, compared to non-apoptotic fibroblasts, AP60 but not control donor IgG readily bound the surface of wildtype apoptotic fibroblasts, supporting that Ro60 was indeed translocated during apoptosis (MFI of 97 + 5 vs 211 + 14, respectively; P< 0.05; N=3). In contrast, binding of AP60 was significantly attenuated in the ZPB1 KD fibroblasts (81.5 + 7; N = 3) vs anti-Ro binding of apoptotic wildtype fibroblasts(P< 0.05). However, the binding of AP60 was equivalent in the apoptotic PTBP1 KD fibroblasts (MFI of 203 + 6, N= 3, P=NS) compared to apoptotic wildtype fibroblasts. With regard to cell proliferation, the percent positive EdU cells of wildtype fetal fibroblasts, ZBP1 KD fibroblasts, and PTBP1 KD fibroblasts were 56%, 2% and 45%, respectively, a result suggesting that the loss of ZBP1 restrains cell cycle progression. Conclusion : ZBP1 represents a novel and required chaperone for the translocation of Ro60 to the cell surface during apoptosis in addition to contributing to cell proliferation. Given that Ro60 antigen accessibility is essential, not only to the generation of anti-Ro60 responses but also to the formation of surface immune complexes and subsequent tissue injury, ZBP1 may represent a newly targetable candidate to forestall both the initiation and sequelae of autoimmunity

Background/Purpose : Pregnancy counseling of all anti-Ro positive women includes advice regarding the development of congenital heart block (CHB), albeit the risk is only 2% for primigravida women or those with previously unaffected offspring. Despite this low risk, the prevailing surveillance recommendation is weekly echocardiography. While evidence from basic research laboratories support that high titers of antibodies confer clinically meaningful risk, unfortunately the majority of commercial laboratories use the BioPlex assay, which provides positive and negative values with limited information on actual levels because the sera or plasma are not diluted past a specified cutoffgiven cost (e.g. values of anti-Ro inclusive of Ro52 or Ro60 by laboratories such as Quest or LabCorp provide positive as 1-8 or > 8 units with no further information). The present study was initiated to assess whether the Bio-Plex assay used by many commercial laboratories provides adequate stratification of risk for counseling regarding management. Methods : The study group comprised healthy non-pregnant donors (N = 9), healthy pregnant donors (N = 62), women testing positive for anti-Ro by commercial BioPlex but without CHB children (N = 60 SLE and 2 SS), and women with CHB children (N = 83). Anti-Ro60 reactivity was assessed using native antigen and anti-Ro52 using recombinant protein. Sera were applied to coated microtiter plates at serial dilutions ranging from 1:1000 -1:50,000 for 1h at RT and run in duplicate. Tested samples were multiplied by the dilution factor which gives an OD in the range of 0.3-0.8. Results were considered positive at 123 ELISA units (EU) for Ro60 and 215 EU for Ro52 as this represented the mean +3 SD of the values obtained for healthy control sera. Results : Of the 83 CHB mothers tested, 74 had titers of Ro60 and Ro52 > 1000 EU, in 1 anti-Ro60 was > 1000 EU and anti-52 Ro between 215 -1000, in 3 anti-Ro52 was > 1000 EU and anti-Ro60 between 300 -1000, and 1 mother had anti-Ro60 > 1000 EU and was negative for anti-Ro52. Albeit all positive, the sera from 4 CHB mothers obtained 15 years after the birth of the affected child were < 1000 EU for both anti-Ro60 and Ro52. With these results setting thresholds ( > 1000 EU in either Ro60 or Ro52 for CHB risk), we assessed patients testing positive for anti-Ro based on the BioPlex assay. Of 42 patients with values of > 8 on BioPlex testing, 14 had titers > 1000 EU for both anti-Ro60 and Ro52, 7 had anti-Ro60 > 1000 EU, and 8 had anti-Ro52 > 1000 EU. Thus, 13 of 42 (25%) with commercial Ro > 8 did not meet the threshold EU for CHB risk. Of 20 patients considered positive for anti-Ro by BioPlex with values between 1-8, none had levels of either anti-Ro60 or Ro52 at 1000 EU. No patient or healthy control testing negative by the BioPlex assay was positive for CHB risk in our ELISA. Conclusion : These data suggest that commercial testing using the BioPlex assay may fall short of stratifying risk for CHB. Women with positive values < 8 are not likely at risk, obviating the cost and burden of weekly fetal echo surveillance. Moreover, even those considered high titer on commercial testing may be at low risk supporting the need for more quantitative commercial testing than is currently available. (Figure Presented)

Background/Purpose: Both plasmacytoid dendritic cells (pDCs) and switched memory B cells (SMBCs) are considered to be key effector cells in systemic lupus erythematosus. It seems likely that within these classical cell lineages, additional diversity of function will exist that will contribute to disease pathogenesis. To explore this question, we performed single-cell RNA sequencing in pDCs and SMBCs from SLE patients and controls to assess gene expression patterns and cellular sub-groupings within these lineages. Methods : pDCs and SMBCs from SLE patients (n=10) and Healthy controls (n=5) were purified by magnetic separation. For deep sequencing, we used the Fluidigm C1 HT system with 800 capture site chips to capture single cells. Single cell capture was verified by direct visualization using the Array Scan system, allowing us to remove empty wells and wells with multiple cells. After quality control and adaptor trimming, the data was analyzed using SeqGeq software. pDCs and SMBCs were clustered using UMAP and pseudo-time analysis was performed using the Monocle program. Type I IFN activity in SLE plasma was measured using reporter cell assay. Results : A total of 2774 pDCs and 2578 SMBCs from SLE and healthy controls passed the quality control and were used for further analysis. In pDCs, we observed unique clusters for patients with high interferon, low interferon, and controls, indicating that the IFN response is a major determinant of overall gene expression patterns in SLE patient pDCs. IFN signature in pDCs correlated with circulating type I IFN activity in the SLE patients measured at the same time. Other genes upregulated in pDCs included the type I interferon regulator AXL and MACC1. The SMBCs were heterogeneous in patients and controls, and in contrast to the pDCs, the overall clustering pattern was independent of the IFN score. SMBC clusters were predominantly defined by genes indicating cellular activation or proliferation such as HLA-DRs and CREB1, or genes associated with nucleic acid processing such as DNASE1 and SNORD3B-1. Conclusion : We find distinct clusters of cells defined transcriptionally within the pDC and SMBC lineages, and the transcripts which define these subgroups differ between cell lineages. Type I IFN induced transcripts are important to pDC diversity, while in SMBCs transcripts related to cellular activation and nucleic acid processing are critical markers of transcriptional heterogeneity

OBJECTIVE:To assess the prevalence of atherosclerotic cardiovascular disease (ASCVD) and its individual phenotypes of coronary artery disease (CAD), peripheral artery disease (PAD), and cerebrovascular disease by age and sex in a large US cohort of hospitalized patients with systemic lupus erythematosus (SLE). METHODS:A nested case-control study of adults with and without SLE was conducted from the January 1, 2008, through December 31, 2014, National Inpatient Sample. Hospitalized patients with SLE were matched (1:3) by age, sex, race, and calendar year to hospitalized patients without SLE. The prevalences of CAD, PAD, and cerebrovascular disease were evaluated, and associations with SLE were determined after adjustment for common cardiovascular risk factors. RESULTS:Among the 252,676 patients with SLE and 758,034 matched patients without SLE, the mean age was 51 years, 89% were women, and 49% were white. Patients with SLE had a higher prevalence of ASCVD vs those without SLE (25.6% vs 19.2%; OR, 1.45; 95% CI, 1.44-1.47; P<.001). After multivariable adjustment, SLE was associated with a greater odds of ASCVD (adjusted odds ratio [aOR], 1.46; 95% CI, 1.41-1.51). The association between SLE and ASCVD was observed in women and men and was attenuated with increasing age. Also, SLE was associated with increased odds of CAD (aOR, 1.42; 95% CI, 1.40-1.44), PAD (aOR, 1.25; 95% CI, 1.22-1.28), and cerebrovascular disease (aOR, 1.68; 95% CI, 1.65-1.71). CONCLUSION/CONCLUSIONS:In hospitalized US patients, SLE was associated with increased ASCVD prevalence, which was observed in both sexes and was greatest in younger patients.