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1.
Nat Immunol ; 22(9): 1107-1117, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34385713

RESUMEN

The linkage between neutrophil death and the development of autoimmunity has not been thoroughly explored. Here, we show that neutrophils from either lupus-prone mice or patients with systemic lupus erythematosus (SLE) undergo ferroptosis. Mechanistically, autoantibodies and interferon-α present in the serum induce neutrophil ferroptosis through enhanced binding of the transcriptional repressor CREMα to the glutathione peroxidase 4 (Gpx4, the key ferroptosis regulator) promoter, which leads to suppressed expression of Gpx4 and subsequent elevation of lipid-reactive oxygen species. Moreover, the findings that mice with neutrophil-specific Gpx4 haploinsufficiency recapitulate key clinical features of human SLE, including autoantibodies, neutropenia, skin lesions and proteinuria, and that the treatment with a specific ferroptosis inhibitor significantly ameliorates disease severity in lupus-prone mice reveal the role of neutrophil ferroptosis in lupus pathogenesis. Together, our data demonstrate that neutrophil ferroptosis is an important driver of neutropenia in SLE and heavily contributes to disease manifestations.


Asunto(s)
Ferroptosis/fisiología , Lupus Eritematoso Sistémico/inmunología , Lupus Eritematoso Sistémico/patología , Neutropenia/patología , Neutrófilos/inmunología , Fosfolípido Hidroperóxido Glutatión Peroxidasa/metabolismo , Animales , Autoanticuerpos/inmunología , Autoinmunidad/inmunología , Modulador del Elemento de Respuesta al AMP Cíclico/metabolismo , Humanos , Interferón-alfa/inmunología , Ratones , Fosfolípido Hidroperóxido Glutatión Peroxidasa/genética , Regiones Promotoras Genéticas/genética , Especies Reactivas de Oxígeno/metabolismo
2.
Brief Bioinform ; 24(5)2023 09 20.
Artículo en Inglés | MEDLINE | ID: mdl-37670507

RESUMEN

Because of the clinical heterogeneity among patients with systemic lupus erythematosus (SLE), developing molecular profiles that predict clinical features can be useful in creating a personalized approach to treatment. Toro-Domínguez et al. created a web tool to aid in therapeutic decision making for clinicians that predicts clinical features associated with SLE from blood transcriptomic data. Specifically, they present a machine learning model that predicts the presence of proliferative nephritis from blood transcriptomics. Here, we report use of the tool in independent datasets and found that it did not perform sufficiently well to consider replacement of the standard kidney biopsy as a diagnostic procedure.


Asunto(s)
Lupus Eritematoso Sistémico , Nefritis Lúpica , Humanos , Nefritis Lúpica/diagnóstico , Nefritis Lúpica/genética , Perfilación de la Expresión Génica , Aprendizaje Automático , Transcriptoma
3.
Hum Genet ; 143(5): 703-719, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38609570

RESUMEN

Systemic Lupus Erythematosus (SLE) is an autoimmune disease with heterogeneous manifestations, including neurological and psychiatric symptoms. Genetic association studies in SLE have been hampered by insufficient sample size and limited power compared to many other diseases. Multiple Sclerosis (MS) is a chronic relapsing autoimmune disease of the central nervous system (CNS) that also manifests neurological and immunological features. Here, we identify a method of leveraging large-scale genome wide association studies (GWAS) in MS to identify novel genetic risk loci in SLE. Statistical genetic comparison methods including linkage disequilibrium score regression (LDSC) and cross-phenotype association analysis (CPASSOC) to identify genetic overlap in disease pathophysiology, traditional 2-sample and novel PPI-based mendelian randomization to identify causal associations and Bayesian colocalization were applied to association studies conducted in MS to facilitate discovery in the smaller, more limited datasets available for SLE. Pathway analysis using SNP-to-gene mapping identified biological networks composed of molecular pathways with causal implications for CNS disease in SLE specifically, as well as pathways likely causal of both pathologies, providing key insights for therapeutic selection.


Asunto(s)
Predisposición Genética a la Enfermedad , Lupus Eritematoso Sistémico , Esclerosis Múltiple , Lupus Eritematoso Sistémico/genética , Lupus Eritematoso Sistémico/metabolismo , Lupus Eritematoso Sistémico/fisiopatología , Esclerosis Múltiple/genética , Esclerosis Múltiple/metabolismo , Esclerosis Múltiple/fisiopatología , Polimorfismo de Nucleótido Simple , Transducción de Señal , Mapas de Interacción de Proteínas , Población Blanca , Desequilibrio de Ligamiento , Correlación de Datos , Biología de Sistemas/métodos
4.
Ann Rheum Dis ; 83(6): 696-699, 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38637134

RESUMEN

Chimeric antigen receptors (CARs) are synthetic proteins designed to direct an immune response toward a specific target and have been used in immunotherapeutic applications through the adoptive transfer of T cells genetically engineered to express CARs. This technology received early attention in oncology with particular success in treatment of B cell malignancies leading to the launch of numerous successful clinical trials and the US Food and Drug Administration approval of several CAR-T-based therapies. Many CAR-T constructs have been employed, but have always been administered following a lymphodepletion regimen. The success of CAR-T cell treatment in targeting malignant B cells has led many to consider the potential for using these regimens to delete pathogenic B cells in autoimmune diseases. Preliminary results have suggested efficacy, but the sample size remains small, controlled trials have not been done, the role of immunodepletion has not been established, the most effective CAR-T constructs have not been identified and the most appropriate patient subsets for treatment have not been established.


Asunto(s)
Enfermedades Autoinmunes , Inmunoterapia Adoptiva , Receptores Quiméricos de Antígenos , Humanos , Enfermedades Autoinmunes/terapia , Enfermedades Autoinmunes/inmunología , Receptores Quiméricos de Antígenos/inmunología , Receptores Quiméricos de Antígenos/uso terapéutico , Inmunoterapia Adoptiva/métodos , Linfocitos T/inmunología , Linfocitos T/trasplante , Receptores de Antígenos de Linfocitos T/inmunología , Receptores de Antígenos de Linfocitos T/uso terapéutico , Linfocitos B/inmunología
5.
J Autoimmun ; 142: 103148, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37967495

RESUMEN

BACKGROUND: Rheumatoid arthritis (RA) is a chronic autoimmune disorder that affects the joints and produces pain, swelling, and stiffness. It has a lifetime prevalence of up to 1% worldwide. An extract of Tripterygium wilfordii Hook F (TwHF), a member of the Celastraceae herbal family widely available in south China, has been used for treatment of RA since 1960s. METHODS: The current consensus practice guidance (CPG) aims to offer guidance on the application of TwHF in the clinical management of active RA. The CPG followed World Health Organisation (WHO)'s recommended process, carried out three systematic reviews to synthesize data from 19 randomised controlled trials (RCT) involving 1795 participants. We utilized Grading of Recommendations, Assessment, Development and Evaluation (GRADE) to evaluate certainty of evidence and derive recommendations. We rigorously followed The Appraisal of Guidelines for Research and Evaluation II (AGREE II) as conduct guides to minimise bias and promote transparency. RESULTS: There was no obvious difference between TwHF monotherapy and methotrexate (MTX) monotherapy on ACR20 (RCT = 2, N = 390, RR = 1.06, 95%CI 0.90-1.26, moderate certainty), ACR50 (RCT = 3, N = 419, RR = 1.03, 95%CI 0.80-1.34, moderate certainty), ACR70 (RCT = 2, N = 390, RR = 1.12, 95%CI 0.69-1.79, low certainty). TwHF monotherapy may be better than salicylazosulfapyridine monotherapy on ACR20 and the effect may be similar on ACR50 and ACR70. Seven RCTs compared MTX combined with TwHF versus MTX monotherapy, and the meta-analysis results favoured combination therapy group on ACR20 (RCT = 3, N = 470, RR = 1.44, 95%CI 1.28-1.62, moderate certainty), ACR50 (RCT = 4, N = 500, RR = 1.88, 95%CI 1.56-2.28, moderate certainty) and ACR70 (RCT = 2, N = 390, RR = 2.12, 95%CI 1.40-3.19, low certainty). We found no obvious difference between groups on critical safety outcomes, including infection (RCT = 3, N = 493, RR = 1.37, 95%CI 0.84-2.23), liver dysfunction (RCT = 5, N = 643, RR = 1.14, 95%CI 0.71-1.85), renal damage (RCT = 3, N = 450, RR = 2.20, 95%CI 0.50-9.72). CONCLUSION: Upon full review of the evidence, the guidance panel reached consensus on recommendations for the use of TwHF in people with active RA, either as monotherapy or as combination therapy with MTX.


Asunto(s)
Antirreumáticos , Artritis Reumatoide , Humanos , Antirreumáticos/uso terapéutico , Tripterygium , Consenso , Artritis Reumatoide/tratamiento farmacológico , Metotrexato/uso terapéutico , Enfermedad Crónica
6.
J Med Virol ; 96(4): e29587, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38587204

RESUMEN

Obesity has been identified as an independent risk factor for severe outcomes in humans with coronavirus disease 2019 (COVID-19) and other infectious diseases. Here, we established a mouse model of COVID-19 using the murine betacoronavirus, mouse hepatitis virus 1 (MHV-1). C57BL/6 and C3H/HeJ mice exposed to MHV-1 developed mild and severe disease, respectively. Obese C57BL/6 mice developed clinical manifestations similar to those of lean controls. In contrast, all obese C3H/HeJ mice succumbed by 8 days postinfection, compared to a 50% mortality rate in lean controls. Notably, both lean and obese C3H/HeJ mice exposed to MHV-1 developed lung lesions consistent with severe human COVID-19, with marked evidence of diffuse alveolar damage (DAD). To identify early predictive biomarkers of worsened disease outcomes in obese C3H/HeJ mice, we sequenced RNA from whole blood 2 days postinfection and assessed changes in gene and pathway expression. Many pathways uniquely altered in obese C3H/HeJ mice postinfection aligned with those found in humans with severe COVID-19. Furthermore, we observed altered gene expression related to the unfolded protein response and lipid metabolism in infected obese mice compared to their lean counterparts, suggesting a role in the severity of disease outcomes. This study presents a novel model for studying COVID-19 and elucidating the mechanisms underlying severe disease outcomes in obese and other hosts.


Asunto(s)
COVID-19 , Virus de la Hepatitis Murina , Humanos , Ratones , Animales , Ratones Endogámicos C57BL , Ratones Endogámicos C3H , Virus de la Hepatitis Murina/genética , COVID-19/complicaciones , Obesidad/complicaciones , Perfilación de la Expresión Génica
7.
J Rheumatol ; 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38621796

RESUMEN

OBJECTIVE: This report evaluates rheumatologists' stated adherence to and agreement with the 2020 American College of Rheumatology (ACR) Guideline for the Management of Gout. METHODS: A 57-item questionnaire was administered to a sample of US rheumatologists. Stated adherence scores were based on several guideline recommendations reported to be followed by rheumatologists in practice, whereas stated agreement scores were based on whether respondents always followed the recommendations. RESULTS: All 201 rheumatologists approached completed the questionnaire. The mean overall stated adherence score was 11.5 (maximum 15), whereas the mean overall stated agreement score was 7.7 (maximum 14). Less experienced rheumatologists (≤ 8 yrs; n = 49) were likely to claim adherence to more individual ACR recommendations than those with more experience (> 8 yrs; n = 152; mean stated adherence score: 12.3 vs 11.3; P ≤ 0.05). Rheumatologists who claimed to see ≤ 75 patients with gout in 6 months (n = 66) had a mean stated adherence score of 12.1 vs 11.2 for those who claimed to have seen > 75 patients (P ≤ 0.05). Approximately 78% of rheumatologists claimed to follow the guideline for initiating urate-lowering therapy (ULT), and 89% were likely to prescribe allopurinol as a first-line ULT. Claimed adherence to recommendations for dosing was lower (febuxostat: 43%; allopurinol: 39%). Rheumatologists from academic settings were more likely to prescribe an interleukin-1 inhibitor for gout flares. CONCLUSION: The self-reported practice of the surveyed US rheumatologists was generally concordant with the 2020 ACR Guideline for the Management of Gout. However, there were gaps in guideline knowledge and stated adherence among rheumatologists, mainly concerning the dosing of treatment regimens.

8.
Clin Exp Rheumatol ; 42(1): 86-91, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37497724

RESUMEN

OBJECTIVES: It has been suggested that gout is associated with non-alcoholic fatty liver disease (NAFLD). Our aim was to assess NAFLD in gout patients using the validated non-invasive imaging technique, transient elastography (FibroScan). METHODS: FibroScans in consecutive gout patients in a single centre from 11/1/2016 to 11/1/2021 and reviewed retrospectively. FibroScan results include the E- score (kPA), measuring liver stiffness, and controlled attenuation parameter (CAP) score (dB/m), assessing steatosis. In addition, a FIB-4 fibrosis score was calculated. RESULTS: 47 gout patients (7 females, 14.9%; 40 males, 85.1%) underwent FibroScans. The mean age was 59.8 years, the mean body mass index (BMI) was 30.95 kg/m2, and gout duration 0-49 years. Tophi were present in 11 (26.2%). Comorbidities included dyslipidaemia (86.7%), diabetes mellitus (31.1%), known liver disease (33.3%), current alcohol consumption (46.8%), ALT or AST elevations (54.4%), and hyperuricaemia (53.7%). FibroScan results revealed hepatic steatosis (CAP >238 dB/m) in 40 (85.1%) and were significantly associated with BMI (r=0.53, p=0.0001) but not age, serum urate (SU), glucose, triglycerides, ALT, AST. FibroScan also revealed fibrosis (E score >7) in 9 (19.1%); severe fibrosis (cirrhosis) in 8. Fibrosis was significantly associated with age (p=0.03) and known liver disease (p=0.003) but not BMI, SU, or comorbidities. The FIB-4 score was significantly associated with the fibrosis score (r2=0.24, p=0.0009) but not with CAP, ALT, or AST. CONCLUSIONS: Despite not being associated with common gout comorbidities, fatty liver and liver fibrosis were common in this gout cohort, suggesting FibroScan screening in gout patients to assess NAFLD, irrespective of serum transaminase levels.


Asunto(s)
Diagnóstico por Imagen de Elasticidad , Gota , Enfermedad del Hígado Graso no Alcohólico , Masculino , Femenino , Humanos , Persona de Mediana Edad , Enfermedad del Hígado Graso no Alcohólico/complicaciones , Enfermedad del Hígado Graso no Alcohólico/diagnóstico por imagen , Enfermedad del Hígado Graso no Alcohólico/epidemiología , Diagnóstico por Imagen de Elasticidad/métodos , Estudios Retrospectivos , Cirrosis Hepática/diagnóstico por imagen , Cirrosis Hepática/epidemiología , Cirrosis Hepática/etiología , Gota/complicaciones , Gota/diagnóstico por imagen , Gota/epidemiología , Hígado/diagnóstico por imagen , Hígado/patología
9.
Clin Immunol ; 255: 109749, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37657525

RESUMEN

An investigator-initiated, multicentre, randomized, double-blind, triple-dummy, controlled trial was conducted at 14 tertiary rheumatology centers in China to evaluate the efficacy and safety of Tripterygium wilfordii Hook F (TwHF) with recombinant human TNF receptor IgGFc fusion protein (rhTNFR-Fc) in active Rheumatoid Arthritis (RA). Primary endpoint was the proportion of patients achieved a 50% improvement of American College of Rheumatology criteria (ACR50) in TwHF+rhTNFR-Fc vs. methotrexate (MTX) group at week 12. ACR50 was achieved in 57.1% (72/126), 41.3% (52/126), 23.0% (29/126), and 26.2% (33/126) patients receiving TwHF+rhTNFR-Fc, MTX + rhTNFR-Fc, TwHF and MTX monotherapy, respectively, at week 12 (TwHF+rhTNFR-Fc vs. other three groups, all p < 0.05). No statistical difference in serious adverse events or adverse events leading to discontinuation of study across all groups was documented. TwHF+rhTNFR-Fc was superior to MTX for active RA, and was more effective than MTX + rhTNFR-Fc on ACR50, with a similar safety profile. Trial registration:ClinicalTrials.govNCT03589833.

10.
Am J Hum Genet ; 107(5): 864-881, 2020 11 05.
Artículo en Inglés | MEDLINE | ID: mdl-33031749

RESUMEN

Systemic lupus erythematosus (SLE) is a multi-organ autoimmune disorder with a prominent genetic component. Individuals of African ancestry (AA) experience the disease more severely and with an increased co-morbidity burden compared to European ancestry (EA) populations. We hypothesize that the disparities in disease prevalence, activity, and response to standard medications between AA and EA populations is partially conferred by genomic influences on biological pathways. To address this, we applied a comprehensive approach to identify all genes predicted from SNP-associated risk loci detected with the Immunochip. By combining genes predicted via eQTL analysis, as well as those predicted from base-pair changes in intergenic enhancer sites, coding-region variants, and SNP-gene proximity, we were able to identify 1,731 potential ancestry-specific and trans-ancestry genetic drivers of SLE. Gene associations were linked to upstream and downstream regulators using connectivity mapping, and predicted biological pathways were mined for candidate drug targets. Examination of trans-ancestral pathways reflect the well-defined role for interferons in SLE and revealed pathways associated with tissue repair and remodeling. EA-dominant genetic drivers were more often associated with innate immune and myeloid cell function pathways, whereas AA-dominant pathways mirror clinical findings in AA subjects, suggesting disease progression is driven by aberrant B cell activity accompanied by ER stress and metabolic dysfunction. Finally, potential ancestry-specific and non-specific drug candidates were identified. The integration of all SLE SNP-predicted genes into functional pathways revealed critical molecular pathways representative of each population, underscoring the influence of ancestry on disease mechanism and also providing key insight for therapeutic selection.


Asunto(s)
Redes Reguladoras de Genes , Genoma Humano , Interferones/genética , Lupus Eritematoso Sistémico/etnología , Lupus Eritematoso Sistémico/genética , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Linfocitos B/inmunología , Linfocitos B/patología , Población Negra , Bortezomib/uso terapéutico , ADN Intergénico/genética , ADN Intergénico/inmunología , Elementos de Facilitación Genéticos , Expresión Génica , Ontología de Genes , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Compuestos Heterocíclicos/uso terapéutico , Humanos , Interferones/inmunología , Isoquinolinas/uso terapéutico , Lactamas , Lupus Eritematoso Sistémico/tratamiento farmacológico , Lupus Eritematoso Sistémico/inmunología , Anotación de Secuencia Molecular , Análisis por Matrices de Proteínas , Carácter Cuantitativo Heredable , Población Blanca
11.
Clin Exp Rheumatol ; 41(1): 60-66, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-35349415

RESUMEN

OBJECTIVES: To determine whether lowering serum urate (SU) affects the course of non-alcoholic fatty liver disease (NAFLD). METHODS: Retrospective data analysis from chronic refractory gout patients who participated in two 6-month pegloticase randomised clinical trials compared patients who received pegloticase biweekly to those who received placebo. Patients with persistent urate-lowering to <1 mg/dL in response to biweekly pegloticase (responders, n=36) were compared to those who received placebo (n=43). NAFLD was assessed using the Fibrosis-4 (Fib-4) index. Comparisons between groups were carried out using 2 sample Wilcoxon tests or regression analysis. RESULTS: At baseline the mean (standard deviation [SD]) Fib-4 values were 1.40 (0.86) in pegloticase responders, and 1.04 (0.53) in patients receiving placebo. Patients receiving placebo exhibited a change of 0.26 (0.41) in Fib-4 score over 6 months vs 0.13 (0.62) for pegloticase responders (p=0.048). When only patients with a Fib-4 value >1.3 were considered (n=27), a significant difference in the change in the Fib-4 values between pegloticase responders vs. placebo was observed (-0.15 [0.67] vs. 0.7 [0.42], p=0.04). The correlation between the SU area under the curve (AUC) over the 6-month trial period and the change in Fib-4 value was R=0.33 (p=0.0004). Multivariable analysis indicated SU AUC was the only significant contributor to the change in Fib-4 values (p=0.018). CONCLUSIONS: Persistent lowering of SU significantly reduced Fib-4 scores, implying a possible effect on NAFLD progression. These results support the consideration of a complete analysis of the impact of profound urate-lowering on NAFLD as measured by the Fib-4 index.


Asunto(s)
Gota , Cirrosis Hepática , Polietilenglicoles , Humanos , Enfermedad Crónica , Gota/tratamiento farmacológico , Supresores de la Gota/uso terapéutico , Cirrosis Hepática/tratamiento farmacológico , Enfermedad del Hígado Graso no Alcohólico , Polietilenglicoles/uso terapéutico , Estudios Retrospectivos , Resultado del Tratamiento , Ácido Úrico , Ensayos Clínicos Controlados Aleatorios como Asunto
12.
J Allergy Clin Immunol ; 149(1): 12-23, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34857396

RESUMEN

Systemic lupus erythematosus (SLE) is a multiorgan autoimmune disorder with a prominent genetic component. Evidence has shown that individuals of non-European ancestry experience the disease more severely, exhibiting an increased incidence of cardiovascular disease, renal involvement, and tissue damage compared with European ancestry populations. Furthermore, there seems to be variability in the response of individuals within different ancestral groups to standard medications, including cyclophosphamide, mycophenolate, rituximab, and belimumab. Although the widespread application of candidate gene, Immunochip, and genome-wide association studies has contributed to our understanding of the link between genetic variation (typically single nucleotide polymorphisms) and SLE, despite decades of research it is still unclear why ancestry remains a key determinant of poorer outcome in non-European-ancestry patients with SLE. Here, we will discuss the impact of ancestry on SLE disease burden in patients from diverse backgrounds and highlight how research efforts using novel bioinformatic and pathway-based approaches have begun to disentangle the complex genetic architecture linking ancestry to SLE susceptibility. Finally, we will illustrate how genomic and gene expression analyses can be combined to help identify novel molecular pathways and drug candidates that might uniquely impact SLE among different ancestral populations.


Asunto(s)
Predisposición Genética a la Enfermedad , Lupus Eritematoso Sistémico/genética , Animales , Ambiente , Epigénesis Genética , Genómica , Humanos , Lupus Eritematoso Sistémico/terapia
13.
Int J Mol Sci ; 24(5)2023 Mar 03.
Artículo en Inglés | MEDLINE | ID: mdl-36902333

RESUMEN

The persistent impact of the COVID-19 pandemic and heterogeneity in disease manifestations point to a need for innovative approaches to identify drivers of immune pathology and predict whether infected patients will present with mild/moderate or severe disease. We have developed a novel iterative machine learning pipeline that utilizes gene enrichment profiles from blood transcriptome data to stratify COVID-19 patients based on disease severity and differentiate severe COVID cases from other patients with acute hypoxic respiratory failure. The pattern of gene module enrichment in COVID-19 patients overall reflected broad cellular expansion and metabolic dysfunction, whereas increased neutrophils, activated B cells, T-cell lymphopenia, and proinflammatory cytokine production were specific to severe COVID patients. Using this pipeline, we also identified small blood gene signatures indicative of COVID-19 diagnosis and severity that could be used as biomarker panels in the clinical setting.


Asunto(s)
COVID-19 , Humanos , Transcriptoma , SARS-CoV-2 , Pandemias , Prueba de COVID-19 , Aprendizaje Automático
14.
Curr Opin Rheumatol ; 34(6): 374-381, 2022 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-36001343

RESUMEN

PURPOSE OF REVIEW: Machine learning is a computational tool that is increasingly used for the analysis of medical data and has provided the promise of more personalized care. RECENT FINDINGS: The frequency with which machine learning analytics are reported in lupus research is comparable with that of rheumatoid arthritis and cancer, yet the clinical application of these computational tools has yet to be translated into better care. Considerable work has been applied to the development of machine learning models for lupus diagnosis, flare prediction, and classification of disease using histology or other medical images, yet few models have been tested in external datasets and independent centers. Application of machine learning has yet to be reported for lupus clinical trial enrichment and automated identification of eligible patients. Integration of machine learning into lupus clinical care and clinical trials would benefit from collaborative development between clinicians and data scientists. SUMMARY: Although the application of machine learning to lupus data is at a nascent stage, initial results suggest a promising future.


Asunto(s)
Artritis Reumatoide , Inteligencia Artificial , Humanos , Aprendizaje Automático
15.
Ann Rheum Dis ; 81(5): 632-643, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35115332

RESUMEN

OBJECTIVES: The goals of these studies were to elucidate the inter-relationships of specific anti-nuclear antibody (ANA), complement, and the interferon gene signature (IGS) in the pathogenesis of systemic lupus erythematosus (SLE). METHODS: Data from the Illuminate trials were analysed for antibodies to dsDNA as well as RNA-binding proteins (RBP), levels of C3, C4 and various IGS. Statistical hypothesis testing, linear regression analyses and classification and regression trees analysis were employed to assess relationships between the laboratory features of SLE. RESULTS: Inter-relationships of ANAs, complement and the IGS differed between patients of African Ancestry (AA) and European Ancestry (EA); anti-RNP and multiple autoantibodies were more common in AA patients and, although both related to the presence of the IGS, relationships between autoantibodies and complement differed. Whereas, anti-dsDNA had an inverse relationship to C3 and C4, levels of anti-RNP were not related to these markers. The IGS was only correlated with anti-dsDNA in EA SLE and complement was more correlated to the IGS in AA SLE. Finally, autoantibodies occurred in the presence and absence of the IGS, whereas the IGS was infrequent in anti-dsDNA/anti-RBP-negative SLE patients. CONCLUSION: There is a complex relationship between autoantibodies and the IGS, with anti-RNP associated in AA and both anti-dsDNA and RNP associated in EA. Moreover, there was a difference in the relationship between anti-dsDNA, but not anti-RBP, with complement levels. The lack of a relationship of anti-RNP with C3 and C4 suggests that anti-RNP immune complexes (ICs) may drive the IGS without complement fixation, whereas anti-dsDNA ICs involve complement consumption.


Asunto(s)
Complemento C3 , Complemento C4 , Interferones , Lupus Eritematoso Sistémico , Anticuerpos Antinucleares/inmunología , Complejo Antígeno-Anticuerpo , Antivirales , Autoanticuerpos/inmunología , Complemento C3/inmunología , Complemento C3/metabolismo , Complemento C4/inmunología , Complemento C4/metabolismo , ADN , Humanos , Interferones/inmunología , Lupus Eritematoso Sistémico/genética , Lupus Eritematoso Sistémico/inmunología , Lupus Eritematoso Sistémico/metabolismo
16.
Ann Rheum Dis ; 2022 Apr 27.
Artículo en Inglés | MEDLINE | ID: mdl-35477518

RESUMEN

OBJECTIVES: Iberdomide is a high-affinity cereblon ligand that promotes proteasomal degradation of transcription factors Ikaros (IKZF1) and Aiolos (IKZF3). Pharmacodynamics and pharmacokinetics of oral iberdomide were evaluated in a phase 2b study of patients with active systemic lupus erythematosus (SLE). METHODS: Adults with autoantibody-positive SLE were randomised to placebo (n=83) or once daily iberdomide 0.15 mg (n=42), 0.3 mg (n=82) or 0.45 mg (n=81). Pharmacodynamic changes in whole blood leucocytes were measured by flow cytometry, regulatory T cells (Tregs) by epigenetic assay, plasma cytokines by ultrasensitive cytokine assay and gene expression by Modular Immune Profiling. RESULTS: Iberdomide exhibited linear pharmacokinetics and dose-dependently modulated leucocytes and cytokines. Compared with placebo at week 24, iberdomide 0.45 mg significantly (p<0.001) reduced B cells, including those expressing CD268 (TNFRSF13C) (-58.3%), and plasmacytoid dendritic cells (-73.9%), and increased Tregs (+104.9%) and interleukin 2 (IL-2) (+144.1%). Clinical efficacy was previously reported in patients with high IKZF3 expression and high type I interferon (IFN) signature at baseline and confirmed here in those with an especially high IFN signature. Iberdomide decreased the type I IFN gene signature only in patients with high expression at baseline (-81.5%; p<0.001) but decreased other gene signatures in all patients. CONCLUSION: Iberdomide significantly reduced activity of type I IFN and B cell pathways, and increased IL-2 and Tregs, suggesting a selective rebalancing of immune abnormalities in SLE. Clinical efficacy corresponded to reduction of the type I IFN gene signature. TRIAL REGISTRATION NUMBER: NCT03161483.

17.
Rheumatology (Oxford) ; 61(8): 3317-3328, 2022 08 03.
Artículo en Inglés | MEDLINE | ID: mdl-34875023

RESUMEN

OBJECTIVE: Autologous haematopoietic cell transplantation (AHSCT) improves immunologic dysfunction in patients with SLE. However, the curative potential of this therapy remains uncertain. This study reports outcomes in SLE patients receiving a lymphodepleting, reduced intensity regimen for AHSCT in SLE. METHODS: Eight patients with SLE refractory to treatment, including i.v. cyclophosphamide (CYC), were enrolled. Five had LN and three CNS involvement as primary indications for transplant. Haematopoietic cell mobilization with CYC, G-CSF and rituximab was followed by collection of CD34+ positively selected cells. The conditioning regimen consisted of concurrent administration of CYC, fludarabine and rituximab. All immunosuppressive medications were discontinued at the start of mobilization and CS were rapidly tapered after the transplant. RESULTS: Five of eight patients achieved a complete response, including a decline in the SLEDAI to zero, which was sustained in four patients for a median of 165 months (range 138-191). One patient achieved a partial response, which was followed by relapse at month 18. Two patients with nephritis and underlying comorbidities in most organs had early deaths from infection and multiorgan failure. AHSCT resulted in profound lymphodepletion, followed by expansion of Treg cells and repopulation of naive T and B cells. Patients with a complete response showed a sustained suppression of the SLE-associated IFN-induced gene signature, marked depletion of memory and plasmablast B cells and resultant sustained elimination of anti-dsDNA antibody. CONCLUSION: Durable clinical and serologic remissions with suppression in the IFN gene signature can be achieved in refractory SLE following lymphodepleting AHSCT. TRIAL REGISTRATION: ClinicalTrials.gov, https://clinicaltrials.gov, NCT00076752.


Asunto(s)
Trasplante de Células Madre Hematopoyéticas , Lupus Eritematoso Sistémico , Anticuerpos Antinucleares , Ciclofosfamida/uso terapéutico , Estudios de Seguimiento , Trasplante de Células Madre Hematopoyéticas/métodos , Humanos , Rituximab/uso terapéutico , Trasplante Autólogo , Resultado del Tratamiento
18.
Clin Exp Rheumatol ; 40(5): 1006-1010, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-35238750

RESUMEN

OBJECTIVES: To assess the benefit of long-term urate-lowering with pegloticase. METHODS: The results from two, 6-month, randomised controlled trials (RCTs) and their 30-month open-label extension (OLE) were analysed. Efficacy was assessed in urate responders (patients with plasma urate <6.0 mg/dL for ≥80% of assessments around the 3- and 6-month time periods) to the approved regimen (8 mg every 2 weeks [q2w]) and responders to q4w treatment. Assessments included serum urate (sU), Patient Global Assessment (PtGA), tender and swollen joints (TJC and SJC), pain, Health Assessment Questionnaire Disability Index, bodily pain, the Arthritis-Specific Health Index, and reduction of target tophi. RESULTS: 34 responders to pegloticase in the RCTs were followed throughout the 2.5 years of the OLE. Of these, 20 received 8 mg pegloticase q2w and 14 q4w. The results for patients who received pegloticase q2w indicated significant improvements between RCT baseline and the final OLE evaluation for sU (p<0.0001), PtGA (p<0.0001), TJC (p=0.0001), and SJC (p=0.0014); 61.5%, had complete target tophus resolution. The results for patients treated monthly indicated significant improvements between RCT baseline and the final OLE evaluation for sU (p<0.001), PGA (p=0.0003), TJC (p=0.008), and SJC (p<0.0001);100% had complete target tophus resolution. CONCLUSIONS: There were significant sustained clinical benefits with long-term pegloticase treatment in patients with chronic refractory gout achieving a urate-lowering effect during the first 6 months of therapy and followed for up to 30 additional months.


Asunto(s)
Artritis Gotosa , Gota , Artritis Gotosa/tratamiento farmacológico , Enfermedad Crónica , Gota/tratamiento farmacológico , Supresores de la Gota/uso terapéutico , Humanos , Dolor/tratamiento farmacológico , Polietilenglicoles/uso terapéutico , Resultado del Tratamiento , Urato Oxidasa , Ácido Úrico
19.
Clin Exp Rheumatol ; 40(7): 1293-1298, 2022 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34369352

RESUMEN

OBJECTIVES: To identify the anthocyanin content in tart cherry juice concentrate (TCJC) and establish the anti-inflammatory effect of in a murine acute gout model. METHODS: The main anthocyanins in the TCJC were identified by liquid chromatography mass spectroscopy (LCMS). TCJC or phosphate-buffered saline (PBS) as control were administered daily by oral gavage to BALB/C-Tg(NFκB-RE-luc)-Xen mice that harbour a firefly luciferase cDNA reporter under the regulation of 3 Nuclear factor-κB (NF-κB) response elements. After 14 days, gouty inflammation was induced by intra-articular injection of monosodium urate (MSU) crystals into the tibio-tarsal joint (ankle). NF-κB activity was measured locally in the injected ankle using the Xenogen in vivo imaging system (IVIS), and decalcified feet/ankles were paraffin-embedded and analysed histopathologically. RESULTS: The major anthocyanin compound present in TCJC was cyanidin 3-glucosylrutinoside followed by cyanidin 3-rutinoside. In the murine acute gout model, MSU injection increased NF-κB activity and oral administration of TCJC significantly reduced NF-κB activity in mouse foot, and ankle joints as assessed by IVIS analysis. Bioluminescent imaging detection of NF-κB activation was inhibited approximately 2-fold relative to control mice receiving PBS. Histopathologic examination showed suppression of infiltrates into the tibio-tarsal joint space of the mice receiving TCJC compared to PBS-treated control counterparts. CONCLUSIONS: The major anthocyanin in TCJC was cyanidin 3-glucosylrutinoside. Clinically relevant doses of TCJC significantly inhibit inflammation and NF-κB activation induced by MSU crystals.


Asunto(s)
Artritis Gotosa , Gota , Prunus avium , Animales , Antocianinas , Artritis Gotosa/tratamiento farmacológico , Gota/inducido químicamente , Gota/tratamiento farmacológico , Gota/patología , Inflamación/patología , Ratones , Ratones Endogámicos BALB C , FN-kappa B
20.
Ann Pharmacother ; 56(4): 422-429, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34282640

RESUMEN

BACKGROUND: The incidence and health care costs of gout flares have increased in the United States. The increased costs may be a result of a lack of adherence to treatment guidelines and medication knowledge. Identifying causes for this trend is vital to mitigate inappropriate resource use. OBJECTIVES: The aim was to identify pharmacotherapy use related to gout treatment before, during hospital visit or stay, and on discharge in patients presenting to the emergency department (ED) with gout flares. Secondary end points included opioid use, revisit rates, and associated risk factors. METHODS: We performed a retrospective cohort study at a community teaching hospital ED. All consecutive patients visiting the ED from January 2016 to July 2019 with a primary diagnosis of gout flare were included. Data were extracted from the electronic medical records. RESULTS: The analysis included 214 patients. Anti-inflammatory medication was not prescribed in 33.6% during the hospital visit and 29.6% of patients on discharge. History of opioid use (odds ratio [OR] = 3.3; 95% CI = 1.3-8.6; P = 0.014) and gastroesophageal reflux disease (OR = 3.5; 95% CI = 1.09-10.9; P = 0.035) were associated with opioid prescription on discharge. ED revisits within 90 days for any gout-related or non-gout-related cause were recorded in 16.8% of patients. CONCLUSION AND RELEVANCE: Roughly 30% of patients did not receive an anti-inflammatory on discharge, and opioids were frequently overused in gout management in the ED. There is an opportunity for further education of health care providers regarding gout treatment.


Asunto(s)
Gota , Analgésicos Opioides/uso terapéutico , Servicio de Urgencia en Hospital , Gota/tratamiento farmacológico , Gota/epidemiología , Humanos , Pautas de la Práctica en Medicina , Estudios Retrospectivos , Brote de los Síntomas , Estados Unidos
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