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1.
J Transl Med ; 22(1): 599, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38937846

RESUMO

BACKGROUND: Patient heterogeneity poses significant challenges for managing individuals and designing clinical trials, especially in complex diseases. Existing classifications rely on outcome-predicting scores, potentially overlooking crucial elements contributing to heterogeneity without necessarily impacting prognosis. METHODS: To address patient heterogeneity, we developed ClustALL, a computational pipeline that simultaneously faces diverse clinical data challenges like mixed types, missing values, and collinearity. ClustALL enables the unsupervised identification of patient stratifications while filtering for stratifications that are robust against minor variations in the population (population-based) and against limited adjustments in the algorithm's parameters (parameter-based). RESULTS: Applied to a European cohort of patients with acutely decompensated cirrhosis (n = 766), ClustALL identified five robust stratifications, using only data at hospital admission. All stratifications included markers of impaired liver function and number of organ dysfunction or failure, and most included precipitating events. When focusing on one of these stratifications, patients were categorized into three clusters characterized by typical clinical features; notably, the 3-cluster stratification showed a prognostic value. Re-assessment of patient stratification during follow-up delineated patients' outcomes, with further improvement of the prognostic value of the stratification. We validated these findings in an independent prospective multicentre cohort of patients from Latin America (n = 580). CONCLUSIONS: By applying ClustALL to patients with acutely decompensated cirrhosis, we identified three patient clusters. Following these clusters over time offers insights that could guide future clinical trial design. ClustALL is a novel and robust stratification method capable of addressing the multiple challenges of patient stratification in most complex diseases.


Assuntos
Cirrose Hepática , Humanos , Masculino , Feminino , Análise por Conglomerados , Pessoa de Meia-Idade , Prognóstico , Doença Aguda , Algoritmos , Idoso , Estudos de Coortes
2.
Haematologica ; 108(10): 2652-2663, 2023 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-37021532

RESUMO

Clinical trials have shown that lentiviral-mediated gene therapy can ameliorate bone marrow failure (BMF) in nonconditioned Fanconi anemia (FA) patients resulting from the proliferative advantage of corrected FA hematopoietic stem and progenitor cells (HSPC). However, it is not yet known if gene therapy can revert affected molecular pathways in diseased HSPC. Single-cell RNA sequencing was performed in chimeric populations of corrected and uncorrected HSPC co-existing in the BM of gene therapy-treated FA patients. Our study demonstrates that gene therapy reverts the transcriptional signature of FA HSPC, which then resemble the transcriptional program of healthy donor HSPC. This includes a down-regulated expression of TGF-ß and p21, typically up-regulated in FA HSPC, and upregulation of DNA damage response and telomere maintenance pathways. Our results show for the first time the potential of gene therapy to rescue defects in the HSPC transcriptional program from patients with inherited diseases; in this case, in FA characterized by BMF and cancer predisposition.


Assuntos
Anemia de Fanconi , Pancitopenia , Humanos , Anemia de Fanconi/genética , Anemia de Fanconi/terapia , Anemia de Fanconi/metabolismo , Células-Tronco Hematopoéticas/metabolismo , Terapia Genética/métodos , Fator de Crescimento Transformador beta/metabolismo , Regulação para Cima , Pancitopenia/metabolismo , Transtornos da Insuficiência da Medula Óssea/metabolismo
3.
Circulation ; 142(19): 1831-1847, 2020 11 10.
Artigo em Inglês | MEDLINE | ID: mdl-32972203

RESUMO

BACKGROUND: Cardiac fibroblasts (CFs) have a central role in the ventricular remodeling process associated with different types of fibrosis. Recent studies have shown that fibroblasts do not respond homogeneously to heart injury. Because of the limited set of bona fide fibroblast markers, a proper characterization of fibroblast population heterogeneity in response to cardiac damage is lacking. The purpose of this study was to define CF heterogeneity during ventricular remodeling and the underlying mechanisms that regulate CF function. METHODS: Collagen1α1-GFP (green fluorescent protein)-positive CFs were characterized after myocardial infarction (MI) by single-cell and bulk RNA sequencing, assay for transposase-accessible chromatin sequencing, and functional assays. Swine and patient samples were studied using bulk RNA sequencing. RESULTS: We identified and characterized a unique CF subpopulation that emerges after MI in mice. These activated fibroblasts exhibit a clear profibrotic signature, express high levels of Cthrc1 (collagen triple helix repeat containing 1), and localize into the scar. Noncanonical transforming growth factor-ß signaling and different transcription factors including SOX9 are important regulators mediating their response to cardiac injury. Absence of CTHRC1 results in pronounced lethality attributable to ventricular rupture. A population of CFs with a similar transcriptome was identified in a swine model of MI and in heart tissue from patients with MI and dilated cardiomyopathy. CONCLUSIONS: We report CF heterogeneity and their dynamics during the course of MI and redefine the CFs that respond to cardiac injury and participate in myocardial remodeling. Our study identifies CTHRC1 as a novel regulator of the healing scar process and a target for future translational studies.


Assuntos
Proteínas da Matriz Extracelular/metabolismo , Fibroblastos/metabolismo , Infarto do Miocárdio/metabolismo , Miocárdio/metabolismo , RNA-Seq , Análise de Célula Única , Animais , Cardiomiopatia Dilatada/genética , Cardiomiopatia Dilatada/metabolismo , Cardiomiopatia Dilatada/patologia , Modelos Animais de Doenças , Proteínas da Matriz Extracelular/genética , Fibroblastos/patologia , Humanos , Camundongos , Infarto do Miocárdio/genética , Infarto do Miocárdio/patologia , Miocárdio/patologia
4.
J Hepatol ; 73(4): 817-828, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32294533

RESUMO

BACKGROUND & AIMS: Acute-on-chronic liver failure (ACLF) is a newly described syndrome, which develops in patients with acute decompensation of cirrhosis, and is characterized by intense systemic inflammation, multiple organ failures and high short-term mortality. The profile of circulating lipid mediators, which are endogenous signaling molecules that play a major role in inflammation and immunity, is poorly characterized in ACLF. METHODS: In the current study, we assessed the profile of lipid mediators by liquid chromatography coupled to tandem mass spectrometry in plasma from patients with acute decompensation of cirrhosis, with (n = 119) and without (n = 127) ACLF, and from healthy controls (n = 18). Measurements were prospectively repeated in 191 patients with acute decompensation of cirrhosis during a 28-day follow-up period. RESULTS: Fifty-nine lipid mediators (out of 100) were detected in plasma from cirrhotic patients, of which 16 were significantly associated with disease status. Among these, 11 lipid mediators distinguished patients at any stage from healthy controls, whereas 2 lipid mediators (LTE4 and 12-HHT, both derived from arachidonic acid) shaped a minimal plasma fingerprint that discriminated patients with ACLF from those without. Levels of LTE4 distinguished ACLF grade 3 from ACLF grades 1 and 2, followed the clinical course of the disease (increased with worsening and decreased with improvement) and positively correlated with markers of inflammation and non-apoptotic cell death. Moreover, LTE4 together with LXA5 (derived from eicosapentaenoic acid) and EKODE (derived from linoleic acid) were associated with short-term mortality. LXA5 and EKODE formed a signature associated with coagulation and liver failures. CONCLUSION: Taken together, these findings uncover specific lipid mediator profiles associated with disease severity and prognosis in patients with acute decompensation of cirrhosis. LAY SUMMARY: Acute-on-chronic liver failure (ACLF) is characterized by intense systemic inflammation, multiple organ failures and high short-term mortality. In the current study, we assessed the plasma lipid profile of 100 bioactive lipid mediators in healthy controls, patients with decompensated cirrhosis, and those who had developed ACLF. We identified lipid mediator signatures associated with inflammation and non-apoptotic cell death that discriminate disease severity and evolution, short-term mortality and organ failures.


Assuntos
Insuficiência Hepática Crônica Agudizada/sangue , Metabolismo dos Lipídeos , Lipidômica/métodos , Lipídeos/sangue , Idoso , Biomarcadores/sangue , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Índice de Gravidade de Doença , Fatores de Tempo
5.
Gut ; 66(12): 2069-2079, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-27803115

RESUMO

OBJECTIVE: UC is a chronic inflammatory disease of the colonic mucosa. Growing evidence supports a role for epithelial cell defects in driving pathology. Moreover, long-lasting changes in the epithelial barrier have been reported in quiescent UC. Our aim was to investigate whether epithelial cell defects could originate from changes in the epithelial compartment imprinted by the disease. DESIGN: Epithelial organoid cultures (EpOCs) were expanded ex vivo from the intestinal crypts of non-IBD controls and patients with UC. EpOCs were induced to differentiate (d-EpOCs), and the total RNA was extracted for microarray and quantitative real-time PCR (qPCR) analyses. Whole intestinal samples were used to determine mRNA expression by qPCR, or protein localisation by immunostaining. RESULTS: EpOCs from patients with UC maintained self-renewal potential and the capability to give rise to differentiated epithelial cell lineages comparable with control EpOCs. Nonetheless, a group of genes was differentially regulated in the EpOCs and d-EpOCs of patients with UC, including genes associated with antimicrobial defence (ie, LYZ, PLA2G2A), with secretory (ie, ZG16, CLCA1) and absorptive (ie, AQP8, MUC12) functions, and with a gastric phenotype (ie, ANXA10, CLDN18 and LYZ). A high rate of concordance was found in the expression profiles of the organoid cultures and whole colonic tissues from patients with UC. CONCLUSIONS: Permanent changes in the colonic epithelium of patients with UC could be promoted by alterations imprinted in the stem cell compartment. These changes may contribute to perpetuation of the disease.


Assuntos
Colite Ulcerativa/patologia , Células Epiteliais/patologia , Mucosa Intestinal/patologia , Células-Tronco/patologia , Adulto , Biópsia , Estudos de Casos e Controles , Colite Ulcerativa/metabolismo , Células Epiteliais/metabolismo , Feminino , Humanos , Imuno-Histoquímica , Mucosa Intestinal/metabolismo , Masculino , Pessoa de Meia-Idade , RNA/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Células-Tronco/metabolismo , Análise Serial de Tecidos
6.
Gastroenterology ; 151(3): 489-500.e3, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27267052

RESUMO

BACKGROUND & AIMS: Crohn's disease (CD) has been associated with an altered immune response to commensal microbiota, mostly based on increased seroreactivity to microbial proteins. Although T cells are believed to contribute to the development of CD, little is known about the antigens involved. We investigated the antigen-specificity of T cells isolated from patients with CD. METHODS: We isolated peripheral blood mononuclear cells from 65 patients with CD and 45 healthy individuals (controls). We investigated T-cell reactivity to commensal microbial antigens using proliferation assays (based on thymidine incorporation and carboxyfluorescein succinimidyl ester dilution). Gene expression patterns were determined using microarray and real-time polymerase chain reaction analyses. Cytokines, chemokines, and antibodies were measured by enzyme-linked immunosorbent assay, flow cytometry, or multiplex cytokine assays. Intestinal crypts were obtained from surgical resection specimens of 7 individuals without inflammatory bowel disease. We examined the effects of commensal-specific CD4(+) T cells on primary intestinal epithelial cells from these samples. RESULTS: The bacterial proteins FlaX, A4-fla2, and YidX increased proliferation of CD4(+) T cells isolated from peripheral blood of patients with CD compared with controls. In blood samples from controls, CD4(+) T cells specific for FlaX, A4-fla2, or YidX had a T-helper (Th)1 phenotype; a larger proportion of CD4(+) T cells specific for these proteins in patients with CD had a Th17 phenotype or produced Th1 and Th17 cytokines. When supernatants collected from commensal-specific CD4(+) T cells from patients with CD were applied to healthy intestinal epithelial cells, the epithelial cells increased the expression of the chemokine (C-X-C motif) ligand 1 (CXCL1), CXCL8 and the CC chemokine ligand 20 (CCL20). CONCLUSIONS: A larger proportion of commensal-specific CD4(+) T cells from patients with CD have a Th17 phenotype or produce Th1 and Th17 cytokines, compared with T cells from controls; this might contribute to intestinal inflammation in patients with CD. These cells might be targeted for treatment of CD. The transcriptional data of commensal-specific CD4(+) T cells from healthy individuals and CD patients have been deposited in the Gene Expression Omnibus at the National Center for Biotechnology Information (accession no: GSE70469).


Assuntos
Proteínas de Bactérias/imunologia , Linfócitos T CD4-Positivos/imunologia , Doença de Crohn/imunologia , Simbiose/imunologia , Células Th17/imunologia , Adulto , Anticorpos/sangue , Linfócitos T CD4-Positivos/microbiologia , Estudos de Casos e Controles , Quimiocinas/sangue , Doença de Crohn/microbiologia , Citocinas/sangue , Ensaio de Imunoadsorção Enzimática , Feminino , Citometria de Fluxo , Microbioma Gastrointestinal/imunologia , Humanos , Mucosa Intestinal/imunologia , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase em Tempo Real
7.
Surg Endosc ; 31(2): 723-733, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27324339

RESUMO

BACKGROUND: Colorectal cancer (CRC) screening programs result in the detection of early-stage asymptomatic carcinomas suitable to be surgically cured. Lymph nodes (LN) from early CRC are usually small and may be difficult to collect. Still, at least 12 LNs should be analyzed from colectomies, to ensure a reliable pN0 stage. Presurgical endoscopic tattooing improves LN procurement. In addition, molecular detection of occult LN tumor burden in histologically pN0 CRC patients is associated with a decreased survival rate. We aimed to study the impact of presurgical endoscopic tattooing on the molecular detection of LN tumor burden in early colon neoplasms. METHODS: A prospective cohort study from a CRC screening-based population was performed at a tertiary academic hospital. LNs from colectomies with and without preoperative endoscopic tattooing were assessed by two methods, hematoxylin and eosin (HE), and RT-LAMP, to detect tumor cytokeratin 19 (CK19) mRNA. We compared the amount of tumor burden and LN yields from tattooed and non-tattooed specimens. RESULTS: HE and RT-LAMP analyses of 936 LNs were performed from 71 colectomies containing early carcinomas and endoscopically unresectable adenomas (8 pT0, 17 pTis, 27 pT1, 19 pT2); 47 out of 71 (66.2 %) were tattooed. Molecular positivity correlated with the presence of tattoo in LN [p < 0.001; OR 3.1 (95 % CI 1.7-5.5)]. A significantly higher number of LNs were obtained in tattooed specimens (median 17 LN vs. 14.5 LN; p = 0.019). CONCLUSIONS: Endoscopic tattooing enables the analysis of those LNs most prone to harbor tumor cells and improves the number of LN harvested.


Assuntos
Adenoma/cirurgia , Carcinoma/cirurgia , Colectomia/métodos , Neoplasias do Colo/cirurgia , Colonoscopia/métodos , Linfonodos/patologia , Tatuagem/métodos , Adenoma/metabolismo , Adenoma/patologia , Idoso , Carcinoma/metabolismo , Carcinoma/patologia , Estudos de Coortes , Neoplasias do Colo/metabolismo , Neoplasias do Colo/patologia , Endoscopia , Feminino , Humanos , Queratina-19/metabolismo , Linfonodos/metabolismo , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Cuidados Pré-Operatórios/métodos , Estudos Prospectivos , Taxa de Sobrevida , Carga Tumoral
8.
Zygote ; 24(5): 707-13, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26964875

RESUMO

The resazurin reduction test (RRT) is a useful technique to assess the metabolic rate of sperm cells. RRT depends on the ability of metabolically active cells to reduce the non-fluorescent dye resazurin to the fluorescent resorufin. The aim of this study was to develop a vital fluorometric method to evaluate metabolic activity of rabbit sperm cells. Twenty-five rabbit males were included in the study. Viability and morphology, motility and metabolic activity were evaluated using an eosin-nigrosin staining, a computer-assisted semen analysis (CASA) and the RRT, respectively. Spearman rank correlation analysis was used to determine the correlation between RRT and semen parameters. After evaluation, a concentration of 10 × 106 sperm cells/ml was selected for further experiments with RRT. No significant correlation was found between the RRT results and the motility parameters. However, after RRT a significant positive correlation between relative fluorescence units and the percentage of alive spermatozoa (r = 0.62; P = 0.001) and a negative one with the percentage of sperm cells with acrosomic abnormalities (r = -0.45; P < 0.05) were detected. The vital assessment of metabolic rate of sperm cells by RRT could provide more information about semen quality than other routine semen analysis, correlating with sperm viability and acrosome status information.


Assuntos
Fluorometria/métodos , Análise do Sêmen/métodos , Motilidade dos Espermatozoides , Espermatozoides/citologia , Espermatozoides/metabolismo , Reação Acrossômica , Animais , Sobrevivência Celular , Masculino , Oxazinas/metabolismo , Coelhos , Contagem de Espermatozoides , Xantenos/metabolismo
9.
Gut ; 64(2): 233-42, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24700437

RESUMO

BACKGROUND: Anti-tumour necrosis factor α (TNFα) therapy effectively induces and maintains remission in Crohn's disease (CD). Up to 40% of patients, however, fail to respond to anti-TNFα. OBJECTIVE: To identify the mechanisms underlying the persistence of mucosal lesions in patients who fail to respond to anti-TNFα therapy. DESIGN: An observational study based on whole-genome transcriptional analysis was carried out using intestinal biopsy specimens from patients with CD receiving (n=12) or not (n=10) anti-TNFα therapy. The transcriptional signature of responders was compared with that of non-responders after anti-TNFα therapy. Controls with non-inflammatory bowel disease (non-IBD) (n=17) were used for comparisons. Genes of interest were validated by real-time RT-PCR in an independent cohort of patients with CD receiving (n=17) or not (n=16) anti-TNFα and non-IBD controls (n=7). RESULTS: We confirmed that response to anti-TNFα is accompanied by significant regulation of a large number of genes, including IL1B, S100A8, CXCL1, which correlated with endoscopic activity. Remarkably, patients who failed to respond to anti-TNFα showed a mixed signature, maintaining increased expression of IL1B, IL17A and S100A8, while showing significant modulation of other genes commonly upregulated in active CD, including IL6 and IL23p19. CONCLUSIONS: Our results show that anti-TNFα therapy significantly downregulates a subset of inflammatory genes even in patients who fail to achieve endoscopic remission, suggesting that these genes may not be dominant in driving inflammation in non-responders. On the other hand, we identified IL1B and IL17A as genes that remained altered in non-responders, pointing to potentially more relevant targets for modulating mucosal damage in refractory patients.


Assuntos
Doença de Crohn/tratamento farmacológico , Fármacos Gastrointestinais/uso terapêutico , Mediadores da Inflamação/metabolismo , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Adalimumab , Adulto , Idoso , Anti-Inflamatórios não Esteroides/uso terapêutico , Anticorpos Monoclonais/uso terapêutico , Anticorpos Monoclonais Humanizados/uso terapêutico , Colo/metabolismo , Doença de Crohn/genética , Doença de Crohn/metabolismo , Feminino , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Infliximab , Interleucina-6/biossíntese , Interleucina-6/genética , Mucosa Intestinal/metabolismo , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Ativação Transcricional , Falha de Tratamento , Adulto Jovem
10.
Am J Gastroenterol ; 110(3): 432-40, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25623654

RESUMO

OBJECTIVES: Measurement of the component of fibrosis in Crohn's disease (CD) may have important therapeutic implications. The aim of this study was to characterize the Magnetic Resonance Imaging (MRI) findings that are differentially associated with the presence of fibrosis and those associated with inflammatory activity, using the pathological analysis of surgically resected intestinal lesions as reference standard. METHODS: MRI studies with identical imaging protocol of 41 CD patients who underwent elective bowel resection within 4 months before surgery were reviewed. MRI evaluated wall thickening, edema, ulcers, signal intensity at submucosa at 70 s and 7 min after gadolinium injection, stenosis, and pattern of enhancement in each phase of the dynamic study and changes on this pattern over time. Pathological inflammatory and fibrosis scores were classified into three grades of severity. RESULTS: In all, 44 segments from 41 patients were analyzed. The pathological intensity of inflammation was associated with the following MRI parameters: hypersignal on T2 (P=0.02), mucosal enhancement (P=0.03), ulcerations (P=0.01), and blurred margins (P=0.05). The degree of fibrosis correlated with the percentage of enhancement gain (P<0.01), the pattern of enhancement at 7 min (P<0.01), and the presence of stenosis (P=0.05). Using percentage of enhancement gain, MRI is able to discriminate between mild-moderate and severe fibrosis deposition with a sensitivity of 0.94 and a specificity of 0.89. CONCLUSIONS: MRI is accurate for detecting the presence of severe fibrosis in CD lesions on the basis of the enhancement pattern.


Assuntos
Colectomia/métodos , Doença de Crohn , Fibrose/patologia , Gadolínio , Inflamação/patologia , Adulto , Meios de Contraste , Doença de Crohn/diagnóstico , Doença de Crohn/fisiopatologia , Doença de Crohn/cirurgia , Feminino , Humanos , Intestinos/patologia , Imageamento por Ressonância Magnética/métodos , Masculino , Planejamento de Assistência ao Paciente , Sensibilidade e Especificidade , Índice de Gravidade de Doença , Estatística como Assunto
11.
Gut ; 62(7): 967-76, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23135761

RESUMO

OBJECTIVE: Ulcerative colitis (UC) is a chronic condition characterised by the relapsing inflammation despite previous endoscopic and histological healing. Our objective was to identify the molecular signature associated with UC remission. DESIGN: We performed whole-genome transcriptional analysis of colonic biopsies from patients with histologically active and inactive UC, and non-inflammatory bowel disease (non-IBD) controls. Real-time reverse transcriptase-PCR and immunostaining were used for validating selected genes in independent cohorts of patients. RESULTS: Microarray analysis (n=43) demonstrates that UC patients in remission present an intestinal transcriptional signature that significantly differs from that of non-IBD controls and active patients. Fifty-four selected genes were validated in an independent cohort of patients (n=30). Twenty-nine of these genes were significantly regulated in UC-in-remission subjects compared with non-IBD controls, including a large number of epithelial cell-expressed genes such as REG4, S100P, SERPINB5, SLC16A1, DEFB1, AQP3 and AQP8, which modulate epithelial cell growth, sensitivity to apoptosis and immune function. Expression of inflammation-related genes such as REG1A and IL8 returned to control levels during remission. REG4, S100P, SERPINB5 and REG1A protein expression was confirmed by immunohistochemistry (n=23). CONCLUSIONS: Analysis of the gene signature associated with remission allowed us to unravel pathways permanently deregulated in UC despite histological recovery. Given the strong link between the regulation of some of these genes and the growth and dissemination of gastrointestinal cancers, we believe their aberrant expression in UC may provide a mechanism for epithelial hyper-proliferation and, in the context of malignant transformation, for tumour growth.


Assuntos
Colite Ulcerativa/genética , Colo/metabolismo , Mucosa Intestinal/metabolismo , Transcriptoma , Adolescente , Adulto , Idoso , Biópsia , Estudos de Casos e Controles , Colite Ulcerativa/metabolismo , Colite Ulcerativa/patologia , Colo/patologia , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Feminino , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica , Humanos , Mucosa Intestinal/patologia , Masculino , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Indução de Remissão , Reação em Cadeia da Polimerase Via Transcriptase Reversa/métodos , Adulto Jovem
12.
Clin Epigenetics ; 15(1): 157, 2023 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-37794510

RESUMO

BACKGROUND: Early detection has proven to be the most effective strategy to reduce the incidence and mortality of colorectal cancer (CRC). Nevertheless, most current screening programs suffer from low participation rates. A blood test may improve both the adherence to screening and the selection to colonoscopy. In this study, we conducted a serum-based discovery and validation of cfDNA methylation biomarkers for CRC screening in a multicenter cohort of 433 serum samples including healthy controls, benign pathologies, advanced adenomas (AA), and CRC. RESULTS: First, we performed an epigenome-wide methylation analysis with the MethylationEPIC array using a sample pooling approach, followed by a robust prioritization of candidate biomarkers for the detection of advanced neoplasia (AN: AA and CRC). Then, candidate biomarkers were validated by pyrosequencing in independent individual cfDNA samples. We report GALNT9, UPF3A, WARS, and LDB2 as new noninvasive biomarkers for the early detection of AN. The combination of GALNT9/UPF3A by logistic regression discriminated AN with 78.8% sensitivity and 100% specificity, outperforming the commonly used fecal immunochemical test and the methylated SEPT9 blood test. CONCLUSIONS: Overall, this study highlights the utility of cfDNA methylation for CRC screening. Our results suggest that the combination methylated GALNT9/UPF3A has the potential to serve as a highly specific and sensitive blood-based test for screening and early detection of CRC.


Assuntos
Adenoma , Ácidos Nucleicos Livres , Neoplasias Colorretais , Humanos , Metilação de DNA , Detecção Precoce de Câncer/métodos , Sensibilidade e Especificidade , Biomarcadores Tumorais , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/genética , Septinas/genética , Adenoma/diagnóstico , Adenoma/genética , Proteínas de Ligação a RNA/genética , Fatores de Transcrição/genética , Proteínas com Domínio LIM/genética
13.
Nat Med ; 29(3): 632-645, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36928817

RESUMO

The historical lack of preclinical models reflecting the genetic heterogeneity of multiple myeloma (MM) hampers the advance of therapeutic discoveries. To circumvent this limitation, we screened mice engineered to carry eight MM lesions (NF-κB, KRAS, MYC, TP53, BCL2, cyclin D1, MMSET/NSD2 and c-MAF) combinatorially activated in B lymphocytes following T cell-driven immunization. Fifteen genetically diverse models developed bone marrow (BM) tumors fulfilling MM pathogenesis. Integrative analyses of ∼500 mice and ∼1,000 patients revealed a common MAPK-MYC genetic pathway that accelerated time to progression from precursor states across genetically heterogeneous MM. MYC-dependent time to progression conditioned immune evasion mechanisms that remodeled the BM microenvironment differently. Rapid MYC-driven progressors exhibited a high number of activated/exhausted CD8+ T cells with reduced immunosuppressive regulatory T (Treg) cells, while late MYC acquisition in slow progressors was associated with lower CD8+ T cell infiltration and more abundant Treg cells. Single-cell transcriptomics and functional assays defined a high ratio of CD8+ T cells versus Treg cells as a predictor of response to immune checkpoint blockade (ICB). In clinical series, high CD8+ T/Treg cell ratios underlie early progression in untreated smoldering MM, and correlated with early relapse in newly diagnosed patients with MM under Len/Dex therapy. In ICB-refractory MM models, increasing CD8+ T cell cytotoxicity or depleting Treg cells reversed immunotherapy resistance and yielded prolonged MM control. Our experimental models enable the correlation of MM genetic and immunological traits with preclinical therapy responses, which may inform the next-generation immunotherapy trials.


Assuntos
Mieloma Múltiplo , Camundongos , Animais , Mieloma Múltiplo/terapia , Mieloma Múltiplo/tratamento farmacológico , Linfócitos T CD8-Positivos , Evasão da Resposta Imune , Linfócitos T Reguladores , Imunoterapia/efeitos adversos , Microambiente Tumoral/genética
14.
Front Aging Neurosci ; 14: 926468, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36092807

RESUMO

Background: Multiple sclerosis (MS) is a chronic inflammatory neurodegenerative disease of the central nervous system (CNS) characterized by irreversible disability at later progressive stages. A growing body of evidence suggests that disease progression depends on age and inflammation within the CNS. We aimed to investigate epigenetic aging in bulk brain tissue and sorted nuclei from MS patients using DNA methylation-based epigenetic clocks. Methods: We applied Horvath's multi-tissue and Shireby's brain-specific Cortical clock on bulk brain tissue (n = 46), sorted neuronal (n = 54), and glial nuclei (n = 66) from post-mortem brain tissue of progressive MS patients and controls. Results: We found a significant increase in age acceleration residuals, corresponding to 3.6 years, in glial cells of MS patients compared to controls (P = 0.0024) using the Cortical clock, which held after adjustment for covariates (P adj = 0.0263). The 4.8-year age acceleration found in MS neurons (P = 0.0054) did not withstand adjustment for covariates and no significant difference in age acceleration residuals was observed in bulk brain tissue between MS patients and controls. Conclusion: While the findings warrant replication in larger cohorts, our study suggests that glial cells of progressive MS patients exhibit accelerated biological aging.

15.
iScience ; 25(5): 104225, 2022 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-35494238

RESUMO

Understanding the regulation of normal and malignant human hematopoiesis requires comprehensive cell atlas of the hematopoietic stem cell (HSC) regulatory microenvironment. Here, we develop a tailored bioinformatic pipeline to integrate public and proprietary single-cell RNA sequencing (scRNA-seq) datasets. As a result, we robustly identify for the first time 14 intermediate cell states and 11 stages of differentiation in the endothelial and mesenchymal BM compartments, respectively. Our data provide the most comprehensive description to date of the murine HSC-regulatory microenvironment and suggest a higher level of specialization of the cellular circuits than previously anticipated. Furthermore, this deep characterization allows inferring conserved features in human, suggesting that the layers of microenvironmental regulation of hematopoiesis may also be shared between species. Our resource and methodology is a stepping-stone toward a comprehensive cell atlas of the BM microenvironment.

16.
Front Genet ; 12: 620453, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33747045

RESUMO

Technologies for profiling samples using different omics platforms have been at the forefront since the human genome project. Large-scale multi-omics data hold the promise of deciphering different regulatory layers. Yet, while there is a myriad of bioinformatics tools, each multi-omics analysis appears to start from scratch with an arbitrary decision over which tools to use and how to combine them. Therefore, it is an unmet need to conceptualize how to integrate such data and implement and validate pipelines in different cases. We have designed a conceptual framework (STATegra), aiming it to be as generic as possible for multi-omics analysis, combining available multi-omic anlaysis tools (machine learning component analysis, non-parametric data combination, and a multi-omics exploratory analysis) in a step-wise manner. While in several studies, we have previously combined those integrative tools, here, we provide a systematic description of the STATegra framework and its validation using two The Cancer Genome Atlas (TCGA) case studies. For both, the Glioblastoma and the Skin Cutaneous Melanoma (SKCM) cases, we demonstrate an enhanced capacity of the framework (and beyond the individual tools) to identify features and pathways compared to single-omics analysis. Such an integrative multi-omics analysis framework for identifying features and components facilitates the discovery of new biology. Finally, we provide several options for applying the STATegra framework when parametric assumptions are fulfilled and for the case when not all the samples are profiled for all omics. The STATegra framework is built using several tools, which are being integrated step-by-step as OpenSource in the STATegRa Bioconductor package.

17.
Inflamm Bowel Dis ; 27(12): 1999-2009, 2021 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-34042156

RESUMO

BACKGROUND: Janus kinase (JAK) inhibition shows promise for treatment of patients with moderate to severe Crohn's disease. We aimed to provide mechanistic insights into the JAK1-selective inhibitor upadacitinib through a transcriptomics substudy on biopsies from patients with Crohn's disease from CELEST. METHODS: Seventy-four patients consented to this optional substudy. Ileal and colonic biopsies were collected during endoscopy at screening and week 12 or 16. RNA isolated from 226 samples was analyzed by RNAseq, with additional qPCR analysis. Additional biopsies from patients with Crohn's disease receiving anti-tumor necrosis factor (anti-TNF; n = 34) and healthy controls (n = 10) were used for qPCR. Single-cell RNAseq public profiles were used to evaluate treatment effects on specific cellular subsets, associations with endoscopic improvement, and indirect comparisons with the anti-TNF-treated cohort. RESULTS: In involved areas of mucosa with endoscopic remission after upadacitinib treatment, 1156 and 76 protein-coding genes were significantly regulated (false discovery rate < 0.05) at week 12/16 in colonic and ileal biopsies, respectively (60 overlapped), compared with baseline. Upadacitinib did not significantly affect transcriptomes of noninvolved intestinal areas. CELEST patients (mostly anti-TNF-refractory) showed baseline differences in gene expression compared with a separate cohort of biologic-naïve patients. Notably, upadacitinib reversed overexpression of inflammatory fibroblast and interferon-γ effector signature markers. CONCLUSIONS: Upadacitinib modulates inflammatory pathways in mucosal lesions of patients with anti-TNF-refractory Crohn's disease, including inflammatory fibroblast and interferon-γ-expressing cytotoxic T cell compartments. This substudy is the first to describe the molecular response to JAK1 inhibition in inflammatory bowel disease and differential effects relative to anti-TNF treatment. (Clinical trial identifier: NCT02365649).


Assuntos
Doença de Crohn , Compostos Heterocíclicos com 3 Anéis/uso terapêutico , Inibidores de Janus Quinases , Doença de Crohn/tratamento farmacológico , Endoscopia Gastrointestinal , Humanos , Interferon gama , Mucosa Intestinal/efeitos dos fármacos , Janus Quinase 1/antagonistas & inibidores , Inibidores de Janus Quinases/uso terapêutico , Inibidores do Fator de Necrose Tumoral
19.
J Extracell Vesicles ; 9(1): 1729646, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32158521

RESUMO

Peripheral arterial disease (PAD) is associated with a high risk of cardiovascular events and death and is postulated to be a critical socioeconomic cost in the future. Extracellular vesicles (EVs) have emerged as potential candidates for new biomarker discovery related to their protein and nucleic acid cargo. In search of new prognostic and therapeutic targets in PAD, we determined the prothrombotic activity, the cellular origin and the transcriptomic profile of circulating EVs. This prospective study included control and PAD patients. Coagulation time (Procoag-PPL kit), EVs cellular origin and phosphatidylserine exposure were determined by flow cytometry in platelet-free plasma (n = 45 PAD). Transcriptomic profiles of medium/large EVs were generated using the MARS-Seq RNA-Seq protocol (n = 12/group). The serum concentration of the differentially expressed gene S100A9, in serum calprotectin (S100A8/A9), was validated by ELISA in control (n = 100) and PAD patients (n = 317). S100A9 was also determined in EVs and tissues of human atherosclerotic plaques (n = 3). Circulating EVs of PAD patients were mainly of platelet origin, predominantly Annexin V positive and were associated with the procoagulant activity of platelet-free plasma. Transcriptomic analysis of EVs identified 15 differentially expressed genes. Among them, serum calprotectin was elevated in PAD patients (p < 0.05) and associated with increased amputation risk before and after covariate adjustment (mean follow-up 3.6 years, p < 0.01). The combination of calprotectin with hs-CRP in the multivariate analysis further improved risk stratification (p < 0.01). Furthermore, S100A9 was also expressed in femoral plaque derived EVs and tissues. In summary, we found that PAD patients release EVs, mainly of platelet origin, highly positive for AnnexinV and rich in transcripts related to platelet biology and immune responses. Amputation risk prediction improved with calprotectin and was significantly higher when combined with hs-CRP. Our results suggest that EVs can be a promising component of liquid biopsy to identify the molecular signature of PAD patients.

20.
Cell Mol Gastroenterol Hepatol ; 9(2): 295-312, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31606566

RESUMO

BACKGROUND AND AIMS: Tumor necrosis factor (TNF) is a major pathogenic effector and a therapeutic target in inflammatory bowel disease (IBD), yet the basis for TNF-induced intestinal epithelial cell (IEC) death is unknown, because TNF does not kill normal IECs. Here, we investigated how chronic nuclear factor (NF)- κB activation, which occurs in human IBD, promotes TNF-dependent IEC death in mice. METHODS: Human IBD specimens were stained for p65 and cleaved caspase-3. C57BL/6 mice with constitutively active IKKß in IEC (Ikkß(EE)IEC), Ripk1D138N/D138N knockin mice, and Ripk3-/- mice were injected with TNF or lipopolysaccharide. Enteroids were also isolated from these mice and challenged with TNF with or without RIPK1 and RIPK3 inhibitors or butylated hydroxyanisole. Ripoptosome-mediated caspase-8 activation was assessed by immunoprecipitation. RESULTS: NF-κB activation in human IBD correlated with appearance of cleaved caspase-3. Congruently, unlike normal mouse IECs that are TNF-resistant, IECs in Ikkß(EE)IEC mice and enteroids were susceptible to TNF-dependent apoptosis, which depended on the protein kinase function of RIPK1. Constitutively active IKKß facilitated ripoptosome formation, a RIPK1 signaling complex that mediates caspase-8 activation by TNF. Butylated hydroxyanisole treatment and RIPK1 inhibitors attenuated TNF-induced and ripoptosome-mediated caspase-8 activation and IEC death in vitro and in vivo. CONCLUSIONS: Contrary to common expectations, chronic NF-κB activation induced intestinal crypt apoptosis after TNF stimulation, resulting in severe mucosal erosion. RIPK1 kinase inhibitors selectively inhibited TNF destructive properties while preserving its survival and proliferative properties, which do not require RIPK1 kinase activity. RIPK1 kinase inhibition could be a potential treatment for IBD.


Assuntos
Apoptose/imunologia , Colite Ulcerativa/imunologia , Doença de Crohn/imunologia , Mucosa Intestinal/patologia , Proteína Serina-Treonina Quinases de Interação com Receptores/metabolismo , Fator de Transcrição RelA/metabolismo , Adulto , Animais , Apoptose/efeitos dos fármacos , Caspase 3/metabolismo , Células Cultivadas , Colite Ulcerativa/tratamento farmacológico , Colite Ulcerativa/patologia , Colo/efeitos dos fármacos , Colo/imunologia , Colo/patologia , Colonoscopia , Doença de Crohn/tratamento farmacológico , Doença de Crohn/patologia , Modelos Animais de Doenças , Células Epiteliais/imunologia , Células Epiteliais/patologia , Técnicas de Introdução de Genes , Humanos , Quinase I-kappa B/genética , Quinase I-kappa B/metabolismo , Íleo/imunologia , Íleo/patologia , Imidazóis/farmacologia , Imidazóis/uso terapêutico , Indóis/farmacologia , Indóis/uso terapêutico , Mucosa Intestinal/efeitos dos fármacos , Mucosa Intestinal/imunologia , Camundongos Knockout , Organoides , Cultura Primária de Células , RNA-Seq , Proteína Serina-Treonina Quinases de Interação com Receptores/antagonistas & inibidores , Proteína Serina-Treonina Quinases de Interação com Receptores/genética , Fator de Necrose Tumoral alfa/metabolismo
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