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INTRODUCTION: Auto-immune diseases are complex and heterogeneous. Various types of biomarkers can be used to support precision medicine approaches to autoimmune diseases, ensuring that the right patient receives the most appropriate therapy to improve treatment outcomes. AREAS COVERED: We review the recent progress made in modeling several autoimmune diseases such as Systemic Lupus Erythematosus, primary Sjogren Syndrome, and Rheumatoid Arthritis following extensive molecular profiling of large cohorts of patients. From this knowledge, BMKs are being identified which support diagnostic as well as patient stratification and prediction of response to treatment. The identification of biomarkers should be initiated early in drug development and properly validated during subsequent clinical trials. To ensure the robustness and reproducibility of biomarkers, the PERMIT Consortium recently established recommendations highlighting the importance of relevant study design, sample size, and appropriate validation of analytical methods. EXPERT OPINION: The integration by AI-powered analytics of massive data provided by multi-omics technologies, high-resolution medical imaging and sensors borne by patients will eventually allow the identification of clinically relevant BMKs, likely in the form of combinatorial predictive algorithms, to support future drug development for autoimmune diseases.
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Artrite Reumatoide , Doenças Autoimunes , Lúpus Eritematoso Sistêmico , Humanos , Reprodutibilidade dos Testes , Doenças Autoimunes/terapia , Doenças Autoimunes/tratamento farmacológico , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Artrite Reumatoide/diagnóstico , Artrite Reumatoide/tratamento farmacológico , BiomarcadoresRESUMO
Systemic sclerosis (SSc) is an autoimmune, inflammatory and fibrotic disease with limited treatment options. Developing new therapies is therefore crucial to address patient needs. To this end, we focused on galectin-3 (Gal-3), a lectin known to be associated with several pathological processes seen in SSc. Using RNA sequencing of whole-blood samples in a cross-sectional cohort of 249 patients with SSc, Gal-3 and its interactants defined a strong transcriptomic fingerprint associated with disease severity, pulmonary and cardiac malfunctions, neutrophilia and lymphopenia. We developed new Gal-3 neutralizing monoclonal antibodies (mAb), which were then evaluated in a mouse model of hypochlorous acid (HOCl)-induced SSc. We show that two of these antibodies, D11 and E07, reduced pathological skin thickening, lung and skin collagen deposition, pulmonary macrophage content, and plasma interleukin-5 and -6 levels. Moreover, E07 changed the transcriptional profiles of HOCl-treated mice, resulting in a gene expression pattern that resembled that of control mice. Similarly, pathological pathways engaged in patients with SSc were counteracted by E07 in mice. Collectively, these findings demonstrate the translational potential of Gal-3 blockade as a therapeutic option for SSc.
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Galectina 3 , Escleroderma Sistêmico , Animais , Camundongos , Galectina 3/genética , Estudos Transversais , Escleroderma Sistêmico/tratamento farmacológico , Escleroderma Sistêmico/genética , Anticorpos Monoclonais , Modelos Animais de Doenças , Ácido HipoclorosoRESUMO
Studies of the regulatory networks controlling intrinsic properties and fate of adult stem cells are in a large part performed in animal models. Epidermis is one of the most accessible human tissues for researchers, which is a critical parameter for conducting programs dedicated to this knowledge in human stem cell systems. Keratinocyte stem cells constitute a particularly valuable model, because of this practical aspect, but more importantly because their existence is for decades validated by the clinical demonstration of their impressive capacity for epidermis regeneration. For the fundamentalist, human keratinocyte stem cells represent a unique system to dissect the genetic and epigenetic controls of "stemness" and self-renewal. For this purpose, a highly limiting point is our current inability of obtaining a cellular material corresponding to keratinocyte stem cells with homogeneous phenotypic and functional characteristics. The search for tools suitable for the prospective selection of keratinocyte stem cells will benefit from studies conducted at the broad level of the global stem cell field, as well as from more specifically targeted approaches. Advances in that direction are tightly linked to the development of functional assays allowing reliable assessment and modeling of the different stem cell-associated functional characteristics.
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Queratinócitos/citologia , Células-Tronco/fisiologia , Células Epidérmicas , Instabilidade Genômica/fisiologia , Sistema Hematopoético/fisiologia , Homeostase/fisiologia , Humanos , FenótipoRESUMO
The regenerative capacity of human interfollicular epidermis is closely linked to the potential of immature keratinocytes present within its basal layer. The availability of selection methods and culture systems allowing precise assessment of basal keratinocyte characteristics is critical for increasing our knowledge of this cellular compartment. This report presents a multi-parametric comparative study of basal keratinocytes selected according to two different principles: 1) high adhesion capacity on a type-I collagen-coated substrate [Adhâºâºâº], 2) high cell-surface expression of α6-integrin [Itg-α6 (high)]. Importantly, analysis performed at the single-cell level revealed similar primary clone-forming efficiency values of 45.5%â±â6.7% [Itg-α6(high)] and 43.7%â±â7.4% [Adhâºâºâº], which were markedly higher than those previously reported. In addition, both methods selected keratinocytes exhibiting an extensive long-term growth potential exceeding 100 cell doublings and the capacity for generating a pluristratified epidermis. Our study also included a global transcriptome comparison. Genome-wide profiling indicated a strong similarity between [Adhâºâºâº] and [Itg-α6(high)] keratinocytes, and revealed a common basal-associated transcriptional signature. In summary, cross-analysis of [Adhâºâºâº] and [Itg-α6(high)] keratinocyte characteristics showed that these criteria identified highly equivalent cellular populations, both characterized by unexpectedly high growth capacities. These results may have broad impacts in the tissue engineering and cell therapy fields.
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Colágeno/metabolismo , Células Epidérmicas , Queratinócitos/fisiologia , Engenharia Tecidual/métodos , Western Blotting , Adesão Celular , Técnicas de Cultura de Células , Epiderme/metabolismo , Citometria de Fluxo , Perfilação da Expressão Gênica , Humanos , Integrina alfa6/metabolismo , Queratinócitos/metabolismo , Análise em MicrossériesRESUMO
The basal layer of human epidermis contains both stem cells and keratinocyte progenitors. Because of this cellular heterogeneity, the development of methods suitable for investigations at a clonal level is dramatically needed. Here, we describe a new method that allows multi-parallel clonal cultures of basal keratinocytes. Immediately after extraction from tissue samples, cells are sorted by flow cytometry based on their high integrin-alpha 6 expression and plated individually in microculture wells. This automated cell deposition process enables large-scale characterization of primary clonogenic capacities. The resulting clonal growth profile provided a precise assessment of basal keratinocyte hierarchy, as the size distribution of 14-day-old clones ranged from abortive to highly proliferative clones containing 1.7 x 10(5) keratinocytes (17.4 cell doublings). Importantly, these 14-day-old primary clones could be used to generate three-dimensional reconstructed epidermis with the progeny of a single cell. In long-term cultures, a fraction of highly proliferative clones could sustain extensive expansion of >100 population doublings over 14 weeks and exhibited long-term epidermis reconstruction potency, thus fulfilling candidate stem cell functional criteria. In summary, parallel clonal microcultures provide a relevant model for single-cell studies on interfollicular keratinocytes, which could be also used in other epithelial models, including hair follicle and cornea. The data obtained using this system support the hierarchical model of basal keratinocyte organization in human interfollicular epidermis.
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Células Clonais/citologia , Células Epidérmicas , Queratinócitos/citologia , Células-Tronco/citologia , Contagem de Células , Técnicas de Cultura de Células/métodos , Diferenciação Celular , Proliferação de Células , Instabilidade Cromossômica/genética , Cromossomos Humanos/genética , Células Clonais/metabolismo , Hibridização Genômica Comparativa , Citometria de Fluxo , Humanos , Integrina alfa6/metabolismo , Integrina beta1/metabolismo , Queratinócitos/metabolismo , Células-Tronco/metabolismo , Engenharia Tecidual/métodosRESUMO
A Correction to this paper has been published: https://doi.org/10.1038/s41591-020-01186-5.
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An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Improved understanding and management of COVID-19, a potentially life-threatening disease, could greatly reduce the threat posed by its etiologic agent, SARS-CoV-2. Toward this end, we have identified a core peripheral blood immune signature across 63 hospital-treated patients with COVID-19 who were otherwise highly heterogeneous. The signature includes discrete changes in B and myelomonocytic cell composition, profoundly altered T cell phenotypes, selective cytokine/chemokine upregulation and SARS-CoV-2-specific antibodies. Some signature traits identify links with other settings of immunoprotection and immunopathology; others, including basophil and plasmacytoid dendritic cell depletion, correlate strongly with disease severity; while a third set of traits, including a triad of IP-10, interleukin-10 and interleukin-6, anticipate subsequent clinical progression. Hence, contingent upon independent validation in other COVID-19 cohorts, individual traits within this signature may collectively and individually guide treatment options; offer insights into COVID-19 pathogenesis; and aid early, risk-based patient stratification that is particularly beneficial in phasic diseases such as COVID-19.
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Anticorpos Antivirais/imunologia , Linfócitos B/imunologia , Infecções por Coronavirus/imunologia , Citocinas/imunologia , Células Dendríticas/imunologia , Pneumonia Viral/imunologia , Linfócitos T/imunologia , Idoso , Subpopulações de Linfócitos B/imunologia , Basófilos/imunologia , Betacoronavirus , COVID-19 , Estudos de Casos e Controles , Ciclo Celular , Quimiocina CXCL10/imunologia , Quimiocinas/imunologia , Estudos de Coortes , Infecções por Coronavirus/sangue , Progressão da Doença , Feminino , Citometria de Fluxo , Hospitalização , Humanos , Memória Imunológica , Imunofenotipagem , Interleucina-10/imunologia , Interleucina-6/imunologia , Contagem de Leucócitos , Ativação Linfocitária/imunologia , Masculino , Pessoa de Meia-Idade , Pandemias , Pneumonia Viral/sangue , Prognóstico , SARS-CoV-2 , Índice de Gravidade de Doença , Subpopulações de Linfócitos T/imunologia , Regulação para CimaRESUMO
Expanded autologous skin keratinocytes are currently used in cutaneous cell therapy, and embryonic-stem-cell-derived keratinocytes could become a complementary alternative. Regardless of keratinocyte provenance, for efficient therapy it is necessary to preserve immature keratinocyte precursors during cell expansion and graft processing. Here, we show that stable and transient downregulation of the transcription factor Krüppel-like factor 4 (KLF4) in keratinocyte precursors from adult skin, using anti-KLF4 RNA interference or kenpaullone, promotes keratinocyte immaturity and keratinocyte self-renewal in vitro, and enhances the capacity for epidermal regeneration in mice. Both stable and transient KLF4 downregulation had no impact on the genomic integrity of adult keratinocytes. Moreover, transient KLF4 downregulation in human-embryonic-stem-cell-derived keratinocytes increased the efficiency of skin-orientated differentiation and of keratinocyte immaturity, and was associated with improved generation of epidermis. As a regulator of the cell fate of keratinocyte precursors, KLF4 could be used for promoting the ex vivo expansion and maintenance of functional immature keratinocyte precursors.
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Queratinócitos/imunologia , Queratinócitos/metabolismo , Fatores de Transcrição Kruppel-Like/metabolismo , Pele/metabolismo , Adulto , Animais , Diferenciação Celular , Regulação para Baixo , Células Epidérmicas/metabolismo , Células Epidérmicas/patologia , Regulação da Expressão Gênica , Técnicas de Inativação de Genes , Xenoenxertos , Humanos , Queratinócitos/patologia , Fator 4 Semelhante a Kruppel , Fatores de Transcrição Kruppel-Like/genética , Camundongos , Camundongos Nus , Pele/patologia , Células-TroncoRESUMO
Systemic sclerosis (SSc or scleroderma) is an auto-immune disease characterized by skin fibrosis. While primary cells from patients are considered as a unique resource to better understand human disease biology, the effect of in vitro culture on these cells and their evaluation as a platform to identify disease regulators remain poorly characterized. The goal of our studies was to provide insights into the utility of SSc dermal fibroblast primary cells for therapeutic target discovery. The disease phenotypes of freshly isolated and in vitro cultured SSc dermal fibroblasts were characterized using whole transcriptome profiling, alpha smooth muscle actin (ASMA) expression and cell impedance. SSc dermal fibroblasts retained most of the molecular disease phenotype upon in vitro culture for at least four cell culture passages (approximatively 10 cell doublings). We validated an RNA interference high throughput assay that successfully identified genes affecting the myofibroblast phenotype of SSc skin fibroblasts. These genes included MKL1, RHOA and LOXL2 that were previously proposed as therapeutic anti-fibrotic target, and ITGA5, that has been less studied in fibrosis biology and may be a novel potential modifier of SSc fibroblast biology. Together our results demonstrated the value of carefully-phenotyped SSc dermal fibroblasts as a platform for SSc target and drug discovery.
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Fibroblastos/metabolismo , Escleroderma Sistêmico/patologia , Actinas/antagonistas & inibidores , Actinas/genética , Actinas/metabolismo , Adulto , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Células Cultivadas , Feminino , Fibroblastos/citologia , Humanos , Masculino , Pessoa de Meia-Idade , Fenótipo , Análise de Componente Principal , RNA Interferente Pequeno/metabolismo , Escleroderma Sistêmico/metabolismo , Índice de Gravidade de Doença , Transativadores/antagonistas & inibidores , Transativadores/metabolismo , TranscriptomaRESUMO
Systemic sclerosis is an autoimmune disease characterized by fibrosis of skin and multiple organs of which the pathogenesis is poorly understood. We studied differentially expressed coding and non-coding genes in relation to systemic sclerosis pathogenesis with a specific focus on antisense non-coding RNAs. Skin biopsy-derived RNAs from 14 early systemic sclerosis patients and six healthy individuals were sequenced with ion-torrent and analyzed using DEseq2. Overall, 4,901 genes with a fold change >1.5 and a false discovery rate <5% were detected in patients versus controls. Upregulated genes clustered in immunologic, cell adhesion, and keratin-related processes. Interestingly, 676 deregulated non-coding genes were detected, 257 of which were classified as antisense genes. Sense genes expressed opposite of these antisense genes were also deregulated in 42% of the observed sense-antisense gene pairs. The majority of the antisense genes had a similar effect sizes in an independent North American dataset with three genes (CTBP1-AS2, OTUD6B-AS1, and AGAP2-AS1) exceeding the study-wide Bonferroni-corrected P-value (PBonf < 0.0023, Pcombined = 1.1 × 10-9, 1.4 × 10-8, 1.7 × 10-6, respectively). In this study, we highlight that together with coding genes, (antisense) long non-coding RNAs are deregulated in skin tissue of systemic sclerosis patients suggesting a novel class of genes involved in pathogenesis of systemic sclerosis.
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RNA Longo não Codificante/genética , Escleroderma Sistêmico/genética , Pele/metabolismo , Regulação para Cima , Células Cultivadas , Humanos , RNA Longo não Codificante/biossíntese , Escleroderma Sistêmico/metabolismo , Escleroderma Sistêmico/patologia , Pele/patologia , Fatores de Transcrição , Ativação TranscricionalRESUMO
The development of methods and tools suitable for functional analysis of keratinocytes placed in an in vitro context is of great importance for characterizing properties associated with their normal state, for detecting abnormalities related to pathological states, or for studying the effects of extrinsic factors. In the present chapter, we describe the use of the intracellular fluorescent dye carboxyfluorescein succinimidyl ester (CFSE) to monitor cell division in mass cultures of normal human keratinocytes. We detail the preparation of CFSE-labeled keratinocyte samples and the identification by flow cytometry of cell subpopulations exhibiting different cycling rates in a mitogenic culture context. In addition, we show that the CFSE-based division-tracking approach enables the monitoring of keratinocyte responsiveness to growth modulators, which is here exemplified by the cell-cycling inhibition mediated by the growth factor TGF-ß1. Finally, we show that keratinocyte subpopulations, separated according to their mitotic history using CFSE fluorescence tracking, can be sorted by flow cytometry and used for further functional characterization, including determination of clone-forming efficiency.