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PERFORMANCE OF THE EULAR/ACR 2019 CLASSIFICATION CRITERIA FOR SYSTEMIC LUPUS ERYTHEMATOSUS IN EARLY DISEASE, ACROSS SEXES AND ETHNICITIES [Meeting Abstract]

Johnson, S.; Brinks, R.; Costenbader, K.; Daikh, D.; Mosca, M.; Ramsey-Goldman, R.; Smolen, J. S.; Wofsy, D.; Boumpas, D.; Kamen, D. L.; Jayne, D.; Cervera, R.; Costedoat-Chalumeau, N.; Diamond, B.; Gladman, D. D.; Hahn, B. H.; Hiepe, F.; Jacobsen, S.; Khanna, D.; Lerstrom, K.; Massarotti, E.; Mccune, W. J.; Ruiz-Irastorza, G.; Sanchez-Guerrero, J.; Schneider, M.; Urowitz, M. B.; Bertsias, G.; Hoyer, B. F.; Leuchten, N.; Tani, C.; Tedeschi, S.; Touma, Z.; Schmajuk, G.; Anic, B.; Assan, F.; Chan, T.; Clarke, A. E.; Crow, M. K.; Czirjak, L.; Doria, A.; Graninger, W.; Halda-Kiss, B.; Hasni, S.; Izmirly, P.; Jung, M.; Kumanovics, G.; Mariette, X.; Padjen, I.; Pego-Reigosa, J. M.; Romero-Diaz, J.; Rua-Figueroa, I.; Seror, R.; Stummvoll, G.; Tanaka, Y.; Tektonidou, M.; Vasconcelos, C.; Vital, E.; Wallace, D. J.; Yavuz, S.; Meroni, P. L.; Fritzler, M.; Naden, R.; Doerner, T.; Aringer, M.
ISI:000555905001115
ISSN: 0003-4967
CID: 4562892

Pregnancy outcomes in mixed connective tissue disease: a multicentre study

Radin, Massimo; Schreiber, Karen; Cuadrado, Maria José; Cecchi, Irene; Andreoli, Laura; Franceschini, Franco; Caleiro, Teresa; Andrade, Danieli; Gibbone, Elena; Khamashta, Munther; Buyon, Jill; Izmirly, Peter; Aguirre, Maria Angeles; Benedetto, Chiara; Roccatello, Dario; Marozio, Luca; Sciascia, Savino
OBJECTIVES/OBJECTIVE:In this study we aimed to investigate foetal and maternal pregnancy outcomes from a large multicentre cohort of women diagnosed with MCTD and anti-U1RNP antibodies. METHODS:This multicentre retrospective cohort study describes the outcomes of 203 pregnancies in 94 consecutive women ever pregnant who fulfilled the established criteria for MCTD with confirmed U1RNP positivity. RESULTS:The foetal outcomes in 203 pregnancies were as follows: 146 (71.9%) live births, 38 (18.7%) miscarriages (first trimester pregnancy loss of <12 weeks gestation), 18 (8.9%) stillbirths (pregnancy loss after 20 weeks gestation) and 11 (5.4%) cases with intrauterine growth restriction. Maternal pregnancy outcomes were as follows: 8 (3.9%) developed pre-eclampsia, 2 (0.9%) developed eclampsia, 31 (15.3%) developed gestational hypertension and 3 (1.5%) developed gestational diabetes. Women with MCTD and aPL and pulmonary or muscular involvement had worse foetal outcomes compared with those without. Moreover, we report a case of complete congenital heart block (0.45%) and a case of cutaneous neonatal lupus, both born to a mother with positive isolated anti-U1RNP and negative anti-Ro/SSA antibodies. CONCLUSION/CONCLUSIONS:In our multicentre cohort, women with MCTD had a live birth rate of 72%. While the true frequency of heart block associated with anti-U1RNP remains to be determined, this study might raise the consideration of echocardiographic surveillance in this setting. Pregnancy counselling should be considered in women with MCTD.
PMID: 31079145
ISSN: 1462-0332
CID: 3909962

Author Correction: Tubular cell and keratinocyte single-cell transcriptomics applied to lupus nephritis reveal type I IFN and fibrosis relevant pathways

Der, Evan; Suryawanshi, Hemant; Morozov, Pavel; Kustagi, Manjunath; Goilav, Beatrice; Ranabothu, Saritha; Izmirly, Peter; Clancy, Robert; Belmont, H Michael; Koenigsberg, Mordecai; Mokrzycki, Michele; Rominieki, Helen; Graham, Jay A; Rocca, Juan P; Bornkamp, Nicole; Jordan, Nicole; Schulte, Emma; Wu, Ming; Pullman, James; Slowikowski, Kamil; Raychaudhuri, Soumya; Guthridge, Joel; James, Judith; Buyon, Jill; Tuschl, Thomas; Putterman, Chaim
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
PMID: 31605099
ISSN: 1529-2916
CID: 4130802

Salivary dysbiosis and the clinical spectrum in anti-Ro positive mothers of children with neonatal lupus

Clancy, R M; Marion, M C; Ainsworth, H C; Blaser, M J; Chang, M; Howard, T D; Izmirly, P M; Lacher, C; Masson, M; Robins, K; Buyon, J P; Langefeld, C D
Mothers giving birth to children with manifestations of neonatal lupus (NL) represent a unique population at risk for the development of clinically evident pathologic autoimmunity since many are asymptomatic and only become aware of anti-SSA/Ro positivity (anti-Ro+) based on heart block in their fetus. Accordingly, we hypothesized that the microbiome in saliva is associated with the development of autoreactivity and in some cases the progression in health status from benign to overt clinical disease including Sjögren's syndrome (SS) and systemic lupus erythematosus (SLE). The study comprised a clinical spectrum of anti-Ro+ mothers, all of whom gave birth to a child with NL: 9 were asymptomatic or had an undifferentiated autoimmune disease (Asym/UAS) and 16 fulfilled criteria for SS and/or SLE. Microbial diversity was reduced across all levels from kingdom to species for the anti-Ro+ mothers vs healthy controls; however, there were no significant differences between Asym/UAS and SS/SLE mothers. Relative abundance of Proteobacteria and more specifically class Betaproteobacteria decreased with clinical severity (healthy controls < Asym/UAS < SS/SLE). These ordered differences were maintained through the taxonomic hierarchy to three genera (Lautropia, Comamonas, and Neisseria) and species within these genera (L. mirabilis, N. flavescens and N. oralis). Biometric analysis comparing von Willebrand Factor domains present in human Ro60 with L. mirabilis proteins support the hypothesis of molecular mimicry. These data position the microbiome in the development of anti-Ro reactivity and subsequent clinical spectrum of disease.
PMID: 31677965
ISSN: 1095-9157
CID: 4179102

Prevalence of systemic lupus erythematosus in the United States: Preliminary estimates from a meta-analysis of the centers for disease control and prevention lupus registries [Meeting Abstract]

Somers, E; Wang, L; McCune, W J; Lim, S S; Drenkard, C; Ferucci, E; Era, M D; Gordon, C; Helmick, C; Parton, H; Izmirly, P
Background/Purpose : The heterogeneity of the clinical manifestations of systemic lupus erythematosus (SLE) and lack of a diagnostic test make SLE difficult for epidemiologists to study. The Centers for Disease Control and Prevention (CDC) supported five population-based SLE surveillance registries, using harmonized methodology, to better estimate incidence and prevalence of SLE in diverse areas in the United States (US). Leveraging these data, we performed a meta-analysis to estimate the general prevalence of SLE in the US. Methods : The CDC registries were established in Michigan, Georgia, California, New York and the through the Indian Health Service (IHS). All registries used the 1997 revised ACR classification criteria for SLE as their primary case definition, and the surveillance time periods ranged from 2003 to 2009. Age-standardized prevalence was stratified by sex and race/ethnicity from the state-based registries; the American Indian/Alaska Native (AI/AN) estimate was based on the IHS registry that covered multiple states. For pooling data across the four sites with data on different racial/ethnic groups, we used Cochran ' s Q and I2 statistic to test for heterogeneity across sites. Due to significant heterogeneity, we used a random effects model to calculate pooled prevalence, which allows for more variation across sites. We then extrapolated to the 2017 Census population data according to sex and race-stratified groups, including data from the IHS registry, and summed the stratum-specific estimates to provide a total population estimate of SLE cases in the US. Results : The registries contributed 5,417 classified cases of SLE from a mix of urban and rural areas. From the metaanalysis of the four state-based registries, the overall prevalence was 72.8 (95%CI 65.3, 81.0) per 100,000 population. The prevalence among females was about 9 times higher than males (128.7 vs 14.6). In the meta-analysis, prevalence was highest among black females (230.9, 95%CI 178.2, 299.2), followed by Hispanic females (120.7, 95%CI 84.0, 173.4), white females (84.7, 95%CI 68.4, 104.8) and Asian/Pacific Islander females (84.4, 95%CI 48.3, 147.4). Among males, prevalence followed a similar pattern with the highest rates among black males (26.7, 95%CI 19.6, 36.4) followed by Hispanic males (18.0, 95%CI 15.6, 20.8), Asian/Pacific Islander males (11.2, 95%CI 5.7, 21.9), and white males (8.9, 95%CI 8.0, 10.1). The AI/AN prevalence estimates, which were not included in the meta-analysis, had the highest rates of SLE for both females (271, 95%CI 238, 307) and males (54, 95%CI 36, 77). Applying our sexand race-specific prevalence estimates to the corresponding population denominators from 2017 Census data, we estimated that 198,677 persons (179,186 females and 19,491 males) in the US fulfill ACR SLE classification criteria, Table 1. Conclusion : Using estimates from a coordinated network of population-based SLE registries, a more accurate prevalence estimate for the US was obtained. Our methods did not capture undiagnosed, incomplete, or other forms of lupus such as cutaneous lupus. Other case definitions may yield different results
EMBASE:633058010
ISSN: 2326-5205
CID: 4633822

The pre-treatment gut microbiome predicts early response to methotrexate in rheumatoid arthritis [Meeting Abstract]

Isaac, S; Artacho, A; Nayak, R; Abramson, S B; Alexander, M; Koo, I; Rosenthal, P; Izmirly, P; Patterson, A; Pineda, A; Puchades-Carrasco, L; Turnbaugh, P; Ubeda, C; Scher, J
Background/Purpose : Early treatment initiation in rheumatoid arthritis (RA) is fundamental to avoid chronic joint destruction and disability. Despite remarkable advances in RA therapeutics, oral methotrexate (MTX) remains the anchor drug and mainstay of treatment worldwide. However, MTX bioavailability has a wide inter-individual variability and >50% of patients with moderate or severe RA show no or suboptimal improvement in their symptoms in response to MTX. The reasons for these disparities in treatment response remain unclear. Prior studies have shown that the biotransformation of MTX is altered in germ-free and microbiome-depleted mice, prompting us to hypothesize that inter-individual differences in the human gut microbiome could impact drug bioavailability and thus clinical efficacy. We sought to determine differences in the microbiome of drug-naive, new onset RA (NORA) patients that could predict response to MTX therapy. Methods : We enrolled 27 drug-naive, NORA patients priori to MTX initiation (test cohort), and classified them as either MTX-responders (MTX-R; 39% of the cohort) or non-responders (MTX-NR; 61%) based on a stringent definition of clinical response (delta improvement of DAS28 >1.8 by month 4). We performed 16S rRNA gene and Shotgun Metagenomic sequencing on the baseline gut microbiomes of these NORA patients and confirmed the results in an independent validation cohort (n=31). NMR and LC-MS were performed in ex vivo incubations to measure the capacity of each NORA microbiome to metabolize MTX. Results : Our analysis revealed significant associations between the abundance of gut bacterial taxa and future MTX response. Patients that responded to therapy had significantly lower microbial diversity (p< 0.05). A significant difference in overall gut microbial community structure was also observed between groups (Bray-Curtis distance; PERMANOVA < 0.05). At the class level, we observed statistically higher abundance of Clostridia and lower abundance of Bacteroidia in MTX-NR (p< 0.05; q< 0.2). Furthermore, the baseline metagenome separated most MTX-R from MTX-NR (PCoA; PERMANOVA p< 0.05). We identified 8 microbial modules and 23 pathways, whose abundance significantly differed between groups (p< 0.05, q< 0.2), including genes related with purine and MTX metabolism, indicating a major difference in metabolic and biosynthetic potential between the microbiome of MTX-R and MTX-NR patients. Machine learning techniques were applied to this metagenomic data, resulting in a robust model based on bacterial gene abundance that accurately predicted response to MTX in an independent cohort. Finally, MTX available levels remaining after ex vivo incubation with distal gut samples from pre-treatment RA patients significantly correlated with the magnitude of future clinical response, suggesting a direct effect of the gut microbiome on MTX bioavailability and response to therapy. Conclusion : Together, these results provide the first step towards predicting response to oral MTX in NORA patients and support the utility of the gut microbiome as a prognostic tool and perhaps even as a target for manipulation in the treatment of rheumatic and autoimmune disease
EMBASE:633057879
ISSN: 2326-5205
CID: 4633852

The prospective open label preventive approach to congenital heart block with hydroxychloroquine (PATCH) study demonstrates a Reduction in the Recurrence Rate of Advanced Block [Meeting Abstract]

Izmirly, P; Kim, M; Costedoat-Chalumeau, N; Friedman, D; Saxena, A; Copel, J; Cohen, R; Masson, M; Middleton, T; Robins, K; Clancy, R; Buyon, J
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
EMBASE:633058846
ISSN: 2326-5205
CID: 4633662

Evaluation of factors associated with bone structure in an SLE cohort measured by clinical 3T MRI and DEXA [Meeting Abstract]

Saxena, A; Izmirly, P; Buyon, J; Honig, S; Zhang, X; Saha, P; Belmont, H M; Chang, G
Background/Purpose : Osteoporosis and bone fractures are a frequent cause of morbidity in systemic lupus erythematosus (SLE), and are felt to be related both to disease activity and glucocorticoid (GC) exposure. Dual energy X-ray absorptiometry (DEXA) is the standard tool to assess bone density, but it does not measure bone quality or strength and is not a robust predictor of fractures in SLE. Clinical 3T MRI scans have been shown to assess information about bone not captured by DEXA. This study aims to evaluate factors associated with bone structure measured by DEXA and MRI in an SLE cohort. Methods : DEXAs were performed on 31 women with SLE and 3T MRI of the non-dominant hip were performed on 29 of these cases. Results were associated with multiple demographic, clinical and laboratory measures. MRI parameters measured included trabecular plate width (PW), trabecular plate to rod ratio (PRR), plate volume fraction (PVF), rod volume fraction (RVF), trabecular bone thickness (Tb.Th), trabecular spacing (Tb.Sp) and trabecular network area (TNA). DEXA BMD was measured, and osteoporosis (OP) was defined as hip, spine or femoral neck Z score < -2.0 in premenopausal women, and T score < -2.5 in others, and low bone density (LBD) as Z score < -2.0 in premenopausal women and T score < -1.0 in others. Results : By DEXA, 8/31 (25.8%) had OP and 12 (38.7%) had LBD. History of lymphopenia (75.0% vs. 31.8%, p=0.049) and lower concurrent HCQ dose (340 vs. 400 mg, p=0.006) associated with DEXA OP, while older age (48.3 vs. 36.3 y, p=0.024) associated with LBD. Higher ESR was inversely correlated with favorable bone structure (PW r(22) = -.49, p=0.025, PRR rs = -.51, p=0.018, PVF rs = -.51, p=0.018, RVF rs = .51, p=0.018, Tb.Th rs = -.58, p=0.005, Tb.Sp rs = .44, p=0.046, TNA rs = -.50, p=0.022). Higher CRP was likewise inversely correlated with favorable bone structure (PW r(20) = -.61, p=0.004, PRR rs = -.57, p=0.009, PVF rs = -.57, p=0.009, RVF rs =.57, p=0.009, Tb.Th rs = -.56, p=.011, Tb.Sp rs =.67, p=0.001, TNA rs = -.64, p=0.002). A history of lupus nephritis was associated with unfavorable bone structure (PW 705.3 vs. 833.3 mum, p=0.048, PRR 6.6 vs. 8.1, p=0.024, PVF 0.83 vs. 0.89, p=0.024, RVF 0.17 vs. 0.11, p=0.024, Tb.Th 178.1 vs. 193.4 mm, p=0.012, Tb.Sp 358.6 vs. 296.5 mm, p=0.056, TNA 0.41 vs. 0.54 (1/mm), p=0.009). ESR, CRP and history of lupus nephritis were not significantly associated with DEXA hip BMD, OP or LBD. MRI parameters for favorable bone structure were inversely correlated with DEXA hip BMD (PW r(28) = -.47, p=0.011, Tb.Th rs = -.53, p=0.003) and BMI (PW r(28) = -.54, p=0.003, TbTh rs = -.72, p< 0.001, TNA rs = -.44, p=0.017). Conclusion : Higher ESR and CRP and a history of lupus nephritis associated with MRI parameters of unfavorable bone structure, but did not associate with DEXA abnormalities in SLE patients. MRI may be a more sensitive tool than DEXA to measure inflammatory effects on bone and potentially cumulative dose of steroid exposure. There were inverse correlations of MRI parameters with traditional osteoporosis risk factors and BMD measures on DEXA, and it is possible that each tool evaluates different aspects of bone health. Further evaluation of MRI screening for fracture risk in SLE and GC exposed individuals is warranted to better quantify risk and guide treatment
EMBASE:633060060
ISSN: 2326-5205
CID: 4633412

Identifying subgroups of SLE patients with differential responses to a blys inhibitor: Application of a machine learning algorithm to clinical trial data [Meeting Abstract]

Kim, M; Pradhan, K; Izmirly, P; Kalunian, K; Hanrahan, L; Merrill, J
Background/Purpose : Given the heterogeneity of systemic lupus erythematosus (SLE), the effect of any intervention is expected to vary. The ability to identify those most and least likely to benefit from a treatment would improve the interpretability of trial outcomes and advance medical care. Conventional subgroup analyses suffer from low power, can encompass only a few variables at a time, and require a priori specification of cut-points for continuous variables. We explored the utility of a machine learning-based algorithm for discovering in a SLE trial the subgroups in which adding experimental therapy to standard of care considerably enhances or diminishes response compared to placebo (PBO). Methods : A two-step virtual twin (VT) method was applied to combined data from the BLISS-52 (N=865) and BLISS-76 (N=819) trials. A random forest algorithm was first used to estimate for each patient, given baseline characteristics, the probabilities of SRI-4 response to belimumab and PBO. A regression tree was then constructed to partition the study population into distinct subgroups and identify those in which the estimated difference in these response probabilities is much greater or smaller than the treatment effect in the overall population. Two separate VT analyses were conducted of the 10 mg/kg and 1 mg/kg belimumab doses compared to PBO. Cross-validation was used to assess the method ' s performance. Results : In the combined BLISS trials, response rates to the primary endpoint (SRI-4) were 51% in those receiving 10 mg/kg belimumab, 46% (1 mg/kg), and 39% (PBO). VT analysis of 10 mg/kg vs. PBO found a 23% belimumab response advantage over PBO in patients with SLEDAI >= 7 & steroid dose >= 4 mg/d & low C4 & no BILAG A at baseline , vs 12% in the total population. In contrast, the estimated response difference in those entering with SLEDAI < 7 & normal C4 was 5% lower on 10 mg/kg than PBO. In analysis of 1 mg/kg vs. PBO, two subgroups showed enhanced belimumab effect: SLEDAI >= 8 & steroid dose >= 19 mg/d and SLEDAI >= 8 & steroid dose < 19 mg/d & BLyS >= 1.9 ng/mL ; average estimated between-treatment response differences were 18% and 14%, respectively, compared to 7% in the overall population. But in patients with SLEDAI < 8 & steroid dose < 16 mg/d & age < 43 , the 1 mg/kg belimumab response rate was estimated to be 7% lower. Cross-validation indicated the accuracy of the VT method to identify subgroups exceeded 70%. Conclusion : Enhanced belimumab response was associated with low C4 and higher disease activity, steroid dose, and BLyS levels, as in prior studies. However, the VT method identified alternative cutpoints for continuous variables and additional features predicting non-response. SLEDAI >= 7 or 8 was most predictive of response to treatment. Thus, lower response difference is identified in patients who are potentially too ill (BILAG A severity) or not ill enough (minimal disease criteria) to benefit from adding belimumab. The 1 mg/kg belimumab effect was enhanced only in those on high baseline steroid doses. The VT and other machine learning techniques are promising for subgroup discovery in SLE trials as more sophisticated biomarkers, especially potent but less common indicators, become available
EMBASE:633059475
ISSN: 2326-5205
CID: 4633512

Single cell transcriptome analysis of circulating plasmacytoid dendritic cells and switched memory B-cells in SLE patients reveals transcriptional subsets within the classical cell lineages [Meeting Abstract]

Puranik, A; Ghodke-Puranik, Y; Tipon, R; Jensen, M; Gupta, A; Paredes, J; Sankaramanchi, U; Nln, I; Saxena, A; Belmont, H M; Izmirly, P; Clancy, R; Buyon, J; Niewold, T
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
EMBASE:633059399
ISSN: 2326-5205
CID: 4633522