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1.
Rheumatology (Oxford) ; 59(4): 860-868, 2020 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-31497844

RESUMEN

OBJECTIVE: To address heterogeneity complicating primary SS (pSS) clinical trials, research and care by characterizing and clustering patients by their molecular phenotypes. METHODS: pSS patients met American-European Consensus Group classification criteria and had at least one systemic manifestation and stimulated salivary flow of ⩾0.1 ml/min. Correlated transcriptional modules were derived from gene expression microarray data from blood (n = 47 with appropriate samples). Patients were clustered based on this molecular information using an unbiased random forest modelling approach. In addition, multiplex, bead-based assays and ELISAs were used to assess 30 serum cytokines, chemokines and soluble receptors. Eleven autoantibodies, including anti-Ro/SSA and anti-La/SSB, were measured by Bio-Rad Bioplex 2200. RESULTS: Transcriptional modules distinguished three clusters of pSS patients. Cluster 1 showed no significant elevation of IFN or inflammation modules. Cluster 2 showed strong IFN and inflammation modular network signatures, as well as high plasma protein levels of IP-10/CXCL10, MIG/CXCL9, BLyS (BAFF) and LIGHT. Cluster 3 samples exhibited moderately elevated IFN modules, but with suppressed inflammatory modules, increased IP-10/CXCL10 and B cell-attracting chemokine 1/CXCL13 and trends toward increased MIG/CXCL9, IL-1α, and IL-21. Anti-Ro/SSA and anti-La/SSB were present in all three clusters. CONCLUSION: Molecular profiles encompassing IFN, inflammation and other signatures can be used to separate patients with pSS into distinct clusters. In the future, such profiles may inform patient selection for clinical trials and guide treatment decisions.


Asunto(s)
Expresión Génica , Síndrome de Sjögren/genética , Adulto , Anticuerpos Antinucleares/inmunología , Autoanticuerpos/inmunología , Factor Activador de Células B/genética , Factor Activador de Células B/inmunología , Factor Activador de Células B/metabolismo , Quimiocina CXCL10/genética , Quimiocina CXCL10/inmunología , Quimiocina CXCL10/metabolismo , Quimiocina CXCL13/genética , Quimiocina CXCL13/inmunología , Quimiocina CXCL13/metabolismo , Quimiocina CXCL9/genética , Quimiocina CXCL9/inmunología , Quimiocina CXCL9/metabolismo , Citocinas/genética , Citocinas/inmunología , Citocinas/metabolismo , Ensayo de Inmunoadsorción Enzimática , Femenino , Redes Reguladoras de Genes , Humanos , Inflamación/genética , Inflamación/inmunología , Inflamación/metabolismo , Interferones/genética , Interferones/inmunología , Interferones/metabolismo , Interleucina-1alfa/genética , Interleucina-1alfa/inmunología , Interleucina-1alfa/metabolismo , Interleucinas/genética , Interleucinas/inmunología , Interleucinas/metabolismo , Masculino , Persona de Mediana Edad , Modelos Estadísticos , Fenotipo , Síndrome de Sjögren/clasificación , Síndrome de Sjögren/inmunología , Síndrome de Sjögren/metabolismo , Miembro 14 de la Superfamilia de Ligandos de Factores de Necrosis Tumoral/genética , Miembro 14 de la Superfamilia de Ligandos de Factores de Necrosis Tumoral/inmunología , Miembro 14 de la Superfamilia de Ligandos de Factores de Necrosis Tumoral/metabolismo
2.
J Autoimmun ; 74: 182-193, 2016 11.
Artículo en Inglés | MEDLINE | ID: mdl-27338520

RESUMEN

Systemic lupus erythematosus (SLE) is a complex autoimmune disease with a poorly understood preclinical stage of immune dysregulation and symptom accrual. Accumulation of antinuclear autoantibody (ANA) specificities is a hallmark of impending clinical disease. Yet, many ANA-positive individuals remain healthy, suggesting that additional immune dysregulation underlies SLE pathogenesis. Indeed, we have recently demonstrated that interferon (IFN) pathways are dysregulated in preclinical SLE. To determine if other forms of immune dysregulation contribute to preclinical SLE pathogenesis, we measured SLE-associated autoantibodies and soluble mediators in samples from 84 individuals collected prior to SLE classification (average timespan = 5.98 years), compared to unaffected, healthy control samples matched by race, gender, age (±5 years), and time of sample procurement. We found that multiple soluble mediators, including interleukin (IL)-5, IL-6, and IFN-γ, were significantly elevated in cases compared to controls more than 3.5 years pre-classification, prior to or concurrent with autoantibody positivity. Additional mediators, including innate cytokines, IFN-associated chemokines, and soluble tumor necrosis factor (TNF) superfamily mediators increased longitudinally in cases approaching SLE classification, but not in controls. In particular, levels of B lymphocyte stimulator (BLyS) and a proliferation-inducing ligand (APRIL) were comparable in cases and controls until less than 10 months pre-classification. Over the entire pre-classification period, random forest models incorporating ANA and anti-Ro/SSA positivity with levels of IL-5, IL-6, and the IFN-γ-induced chemokine, MIG, distinguished future SLE patients with 92% (±1.8%) accuracy, compared to 78% accuracy utilizing ANA positivity alone. These data suggest that immune dysregulation involving multiple pathways contributes to SLE pathogenesis. Importantly, distinct immunological profiles are predictive for individuals who will develop clinical SLE and may be useful for delineating early pathogenesis, discovering therapeutic targets, and designing prevention trials.


Asunto(s)
Inmunidad Adaptativa , Autoanticuerpos/sangre , Autoanticuerpos/inmunología , Citocinas/sangre , Inmunidad Innata , Lupus Eritematoso Sistémico/sangre , Lupus Eritematoso Sistémico/inmunología , Biomarcadores , Estudios de Casos y Controles , Progresión de la Enfermedad , Humanos , Lupus Eritematoso Sistémico/diagnóstico , Pronóstico , Transducción de Señal , Factores de Tiempo , Factores de Necrosis Tumoral/sangre
3.
Sci Rep ; 9(1): 17514, 2019 Nov 20.
Artículo en Inglés | MEDLINE | ID: mdl-31745194

RESUMEN

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

4.
JCI Insight ; 4(2)2019 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-30674728

RESUMEN

Systemic lupus erythematosus (SLE) is a highly variable autoimmune disease that can involve severe organ-threatening symptoms, such as lupus nephritis. Certain drugs, such as mycophenolate mofetil (MMF), are effective at reducing morbidity associated with nephritis; however, the immune pathways associated with disease suppression are poorly defined. Here, we provide evidence that MMF inhibits phosphorylation of STAT3 and other associated immune pathways. Using mass cytometry and bead-based or ELISA assays, the systemic phenotype of SLE patients not taking (MMF-) or taking (MMF+) MMF were studied. MMF+ SLE patients had significant reductions in total numbers of transitional B cells, plasmablasts, and T cells, specifically CD4+ Th17-type and CD4+ Treg-type cells, compared with MMF- patients. Plasma soluble mediators were decreased in MMF+ patients including chemokines (MIG/CXCL9 and SDF-1α/CXCL12) and growth factors (VEGF-A and PDGF-BB). Soluble mediators and cell subsets grouped by functional properties revealed significant modifications associated with STAT3 and B cell pathways. Further, healthy PBMCs treated with IL-6 revealed a reduction in p-STAT3 following the addition of mycophenolic acid (the active metabolite of MMF). In conclusion, the inhibition of STAT3 phosphorylation by MMF may explain the effectiveness of this treatment in SLE patients, since increased levels of p-STAT3 are associated with disease pathology.

5.
Sci Rep ; 9(1): 8590, 2019 06 13.
Artículo en Inglés | MEDLINE | ID: mdl-31197240

RESUMEN

Systemic lupus erythematosus (SLE) flares elicit progressive organ damage, leading to disability and early mortality. This study evaluated clinical and immunologic factors associated with impending flare in the Biomarkers of Lupus Disease study. Autoantibodies and 32 soluble mediators were measured by multiplex assays, immune pathway activation by gene expression module scores, and immune cell subset frequencies and activation states by flow cytometry. After providing baseline samples, participants received transient steroids to suppress disease and were followed until flare. Flare occurred early (within 60 days of baseline) in 21 participants and late (90-165 days) in 13. At baseline, compared to the late flare group, the early flare group had differential gene expression in monocyte, T cell, interferon, and inflammation modules, as well as significantly higher frequencies of activated (aCD11b+) neutrophils and monocytes, and activated (CD86hi) naïve B cells. Random forest models showed three subgroups of early flare patients, distinguished by greater baseline frequencies of aCD11b+ monocytes, or CD86hi naïve B cells, or both. Increases in these cell populations were the most accurate biomarkers for early flare in this study. These results suggest that SLE flares may arise from an overlapping spectrum of lymphoid and myeloid mechanisms in different patients.


Asunto(s)
Lupus Eritematoso Sistémico/tratamiento farmacológico , Lupus Eritematoso Sistémico/inmunología , Esteroides/uso terapéutico , Adulto , Linfocitos B/inmunología , Diferenciación Celular , Estudios de Cohortes , Femenino , Humanos , Interferón gamma/sangre , Lupus Eritematoso Sistémico/sangre , Lupus Eritematoso Sistémico/genética , Activación de Linfocitos/inmunología , Masculino , Persona de Mediana Edad , Modelos Biológicos , Monocitos/inmunología , Neutrófilos/inmunología , Receptores del Factor de Necrosis Tumoral/sangre , Transcripción Genética , Adulto Joven
6.
Arthritis Care Res (Hoboken) ; 69(12): 1780-1788, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28118528

RESUMEN

OBJECTIVE: Incomplete lupus erythematosus (ILE) involves clinical and/or serologic manifestations consistent with but insufficient for systemic lupus erythematosus (SLE) classification. Because the nature of ILE is poorly understood and no treatment recommendations exist, we examined the clinical manifestations, medication history, and immunologic features in a diverse collection of ILE and SLE patients. METHODS: Medical records of subjects enrolled in the Lupus Family Registry and Repository were reviewed for medication history and American College of Rheumatology (ACR) classification criteria to identify ILE patients (3 ACR criteria; n = 440) and SLE patients (≥4 ACR criteria; n = 3,397). Participants completed the Connective Tissue Disease Screening Questionnaire. Anticardiolipin and plasma B lymphocyte stimulator (BLyS) were measured by enzyme-linked immunosorbent assay, antinuclear antibodies (ANAs) by indirect immunofluorescence, and 13 autoantibodies by bead-based assays. RESULTS: On average, ILE patients were older than SLE patients (46.2 years versus 42.0 years; P < 0.0001), and fewer ILE patients were African American (23.9% versus 32.2%; P < 0.001). ILE patients exhibited fewer autoantibody specificities than SLE patients (1.3 versus 2.6; P < 0.0001) and were less likely to have ANA titers ≥1:1,080 (10.5% versus 19.5%; P < 0.0001). BLyS levels were intermediate in ILE patients (controls < ILE; P = 0.016; ILE < SLE; P = 0.008). Pericarditis, renal, or neurologic manifestations occurred in 12.5% of ILE patients and were associated with non-European American race/ethnicity (P = 0.012). Hydroxychloroquine use increased over time, but was less frequent in ILE than SLE patients (65.2% versus 83.1%; P < 0.0001). CONCLUSION: Although usually characterized by milder symptoms, ILE manifestations may require immunomodulatory treatments. Longitudinal studies are necessary to understand how ILE affects organ damage and future SLE risk, and to delineate molecular pathways unique to ILE.


Asunto(s)
Anticuerpos Anticardiolipina/sangre , Factor Activador de Células B/inmunología , Lupus Eritematoso Sistémico/clasificación , Lupus Eritematoso Sistémico/diagnóstico , Pruebas Serológicas , Terminología como Asunto , Adulto , Anciano , Anciano de 80 o más Años , Antirreumáticos/uso terapéutico , Biomarcadores/sangre , Islas Vírgenes Británicas , Estudios de Casos y Controles , Ensayo de Inmunoadsorción Enzimática , Etnicidad , Femenino , Técnica del Anticuerpo Fluorescente Indirecta , Humanos , Hidroxicloroquina/uso terapéutico , Lupus Eritematoso Sistémico/sangre , Lupus Eritematoso Sistémico/inmunología , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Puerto Rico , Grupos Raciales , Sistema de Registros , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Estados Unidos , Islas Virgenes de los Estados Unidos
7.
Lupus Sci Med ; 4(1): e000176, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28409015

RESUMEN

OBJECTIVE: SLE is traditionally classified using the American College of Rheumatology (ACR) criteria. The Systemic Lupus International Collaborating Clinics (SLICC) recently validated an alternative system. This study examined large cohorts of subjects with SLE and incomplete lupus erythematosus (ILE) to compare the impact of ACR and SLICC criteria. METHODS: Medical records of subjects in the Lupus Family Registry and Repository were reviewed for documentation of 1997 ACR classification criteria, SLICC classification criteria and medication usage. Autoantibodies were assessed by indirect immunofluorescence (ANA, antidouble-stranded DNA), precipitin (Sm) and ELISA (anticardiolipin). Other relevant autoantibodies were detected by precipitin and with a bead-based multiplex assay. RESULTS: Of 3575 subjects classified with SLE under at least one system, 3312 (92.6%) were classified as SLE by both systems (SLEboth), 85 only by ACR criteria (SLEACR-only) and 178 only by SLICC criteria (SLESLICC-only). Of 440 subjects meeting 3 ACR criteria, 33.9% (149/440) were SLESLICC-only, while 66.1% (n=291, designated ILE) did not meet the SLICC classification criteria. Under the SLICC system, the complement criterion and the individual autoantibody criteria enabled SLE classification of SLESLICC-only subjects, while SLEACR-only subjects failed to meet SLICC classification due to the combined acute/subacute cutaneous criterion. The SLICC criteria classified more African-American subjects by the leucopenia/lymphopenia criterion than did ACR criteria. Compared with SLEACR-only subjects, SLESLICC-only subjects exhibited similar numbers of affected organ systems, rates of major organ system involvement (∼30%: pulmonary, cardiovascular, renal, neurological) and medication history. CONCLUSIONS: The SLICC criteria classify more subjects with SLE than ACR criteria; however, individuals with incomplete lupus still exist under SLICC criteria. Subjects who gain SLE classification through SLICC criteria exhibit heterogeneous disease, including potential major organ involvement. These results provide supportive evidence that SLICC criteria may be more inclusive of SLE subjects for clinical studies.

8.
Bioinform Biol Insights ; 9(Suppl 3): 11-9, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26512198

RESUMEN

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by complex interplay among immune cell types. SLE activity is experimentally assessed by several blood tests, including gene expression profiling of heterogeneous populations of cells in peripheral blood. To better understand the contribution of different cell types in SLE pathogenesis, we applied the two methods in cell-type-specific differential expression analysis, csSAM and DSection, to identify cell-type-specific gene expression differences in heterogeneous gene expression measures obtained using RNA-seq technology. We identified B-cell-, monocyte-, and neutrophil-specific gene expression differences. Immunoglobulin-coding gene expression was altered in B-cells, while a ribosomal signature was prominent in monocytes. On the contrary, genes differentially expressed in the heterogeneous mixture of cells did not show any functional enrichment. Our results identify antigen binding and structural constituents of ribosomes as functions altered by B-cell- and monocyte-specific gene expression differences, respectively. Finally, these results position both csSAM and DSection methods as viable techniques for cell-type-specific differential expression analysis, which may help uncover pathogenic, cell-type-specific processes in SLE.

9.
J Rheumatol ; 40(11): 1875-80, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24037550

RESUMEN

OBJECTIVE: Patients with systemic lupus erythematosus (SLE) are at increased risk of herpes zoster (HZ). Although a vaccine for HZ has been approved by the US Food and Drug Administration, its use in immunocompromised individuals remains controversial because it is a live-attenuated virus vaccine. We performed a pilot study of the immunogenicity of the HZ vaccine (Zostavax) in patients with SLE. METHODS: Ten patients with SLE and 10 control subjects ≥ age 50 years participated in this open-label vaccination study. All were seropositive for varicella zoster virus (VZV). Patients with SLE were excluded for SLE Disease Activity Index (SLEDAI) > 4, or use of mycophenolate mofetil, cyclophosphamide, biologics, or > 10 mg prednisone daily. Followup visits occurred at 2, 6, and 12 weeks. Clinical outcomes included the development of adverse events, particularly HZ or vesicular lesions, and SLE flare. Immunogenicity was assessed with VZV-specific interferon-γ-producing enzyme-linked immunospot (ELISPOT) assays and with antibody concentrations. RESULTS: All subjects were women. Patients with SLE were slightly older than controls (60.5 vs 55.3 yrs, p < 0.05). Median baseline SLEDAI was 0 (range 0-2) for patients with SLE. No episodes of HZ, vesicular rash, serious adverse events, or SLE flares occurred. Three injection site reactions occurred in each group: mild erythema or tenderness. The proportion of subjects with a > 50% increase in ELISPOT results following vaccination was comparable between both groups, although absolute SLE responses were lower than controls. Antibody titers increased only among controls following vaccination (p < 0.05). CONCLUSION: The HZ vaccination yielded a measurable immune response in this cohort of patients with mild SLE taking mild-moderate immunosuppressive medications. No herpetiform lesions or SLE flares were seen in this small cohort of patients. ClinicalTrials.gov ID:NCT01474720.


Asunto(s)
Vacuna contra el Herpes Zóster/uso terapéutico , Herpes Zóster/prevención & control , Herpesvirus Humano 3/inmunología , Lupus Eritematoso Sistémico/inmunología , Femenino , Herpes Zóster/inmunología , Humanos , Huésped Inmunocomprometido , Lupus Eritematoso Sistémico/virología , Persona de Mediana Edad , Proyectos Piloto , Resultado del Tratamiento
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