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Great advancements have been made in understanding the pathogenesis of SS, but there remain unmet needs for effective and targeted treatments. Glandular and extraglandular dysfunction in SS is associated with autoimmune lymphocytic infiltration that invades the epithelial structures of affected organs. Regulatory T (Treg) cells are a subset of CD4+ T lymphocytes that maintain self-tolerance during physiological conditions. Besides inhibiting excessive inflammation and autoimmune response by targeting various immune cell subsets and tissues, Treg cells have also been shown to promote tissue repair and regeneration in pathogenic milieus. The changes of quantity and function of Treg cells in various autoimmune and chronic inflammatory disorders have been reported, owing to their effects on immune regulation. Here we summarize the recent findings from murine models and clinical data about the dysfunction of Treg cells in SS pathogenesis and discuss the therapeutic strategies of direct or indirect targeting of Treg cells in SS. Understanding the current knowledge of Treg cells in the development of SS will be important to elucidate disease pathogenesis and may guide research for successful therapeutic intervention in this disease.
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Síndrome de Sjogren , Linfócitos T Reguladores , Humanos , Animais , Camundongos , Linfócitos T CD4-Positivos , Inflamação/patologia , Tolerância ImunológicaRESUMO
BACKGROUND: Solid transplant patients are susceptible to Pneumocystis jirovecii pneumonia (PJP). While the vast majority of PJP cases occur within the first 6 months after transplantation, very few PJP cases are seen beyond 1 year post-transplantation (late-onset PJP). PJP and coronavirus disease 2019 (COVID-19, caused by infection with SARS-CoV-2) share quite a few common clinical manifestations and imaging findings, making the diagnosis of PJP often underappreciated during the current COVID-19 pandemic. To date, only 1 case of kidney transplantation who developed COVID-19 and late-onset PJP has been reported, but this patient also suffered from many other infections and died from respiratory failure and multiple organ dysfunction syndrome. A successful treatment of kidney patients with COVID-19 and late-onset PJP has not been reported. CASE PRESENTATION: We present a case of a 55-year-old male kidney transplant patient with COVID-19 who also developed late-onset PJP. He received a combined treatment strategy, including specific anti-pneumocystis therapy, symptomatic supportive therapy, adjusted immunosuppressive therapy, and use of antiviral drugs/antibiotics, ending with a favorable outcome. CONCLUSIONS: This case highlights the importance of prompt and differential diagnosis of PJP in kidney transplant patients with SARS-CoV-2 infection. Further studies are required to clarify if kidney transplant patients with COVID-19 could be prone to develop late-onset PJP and how these patients should be treated.
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Tratamento Farmacológico da COVID-19 , COVID-19 , Transplante de Rim , Pneumonia por Pneumocystis , COVID-19/complicações , Humanos , Transplante de Rim/efeitos adversos , Masculino , Pessoa de Meia-Idade , Pneumonia por Pneumocystis/diagnóstico , Pneumonia por Pneumocystis/tratamento farmacológicoRESUMO
Nonreceptor protein tyrosine phosphatases (NRPTPs) are reported to be associated with several human cancers, but their roles in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) remain unclear. Here, we integrated bioinformatics tools, population association analyses, and biological assays to systematically screen for potentially functional single nucleotide polymorphisms (SNPs) within the 17 NRPTPs genes and evaluate the effects of candidate SNPs on the risk of HCC or persistent HBV infection. A total of 790 HBV-related HCC cases and 1454 cancer-free controls were enrolled. Controls included 711 HBV persistent carriers and 743 spontaneously recovered subjects. Results demonstrated that PTPN4 rs9308777 (odds ratio [OR] = 1.25, 95% confidence interval [CI] = 1.06-1.49, P = .009) and PTPN12 rs350050 (OR = 1.26, 95% CI = 1.10-1.45, P = .001), were significantly associated with HCC risk, but not with persistent HBV infection risk. The cumulative risk effect of these two SNPs was more significantly increased the susceptibility to HCC (OR = 1.27, 95% CI = 1.14-1.41, P = 2.40 × 10-5 ). Subsequent biological assays further revealed the potential pathogenesis that PTPN4 rs9308777 might decrease the gene expression, and PTPN12 rs3750050 might promote cell proliferation by attenuating PTPN12's inhibitory activity on EGFR/ERK pathway. In summary, our integrative study highlights that PTPN4 and PTPN12 are significantly associated with HBV-related HCC risk, but do not influence persistent HBV infection. These findings shed light on the importance of the synergistic effects of regulatory and missense variants on the risk for HCC, and provide data to support personalized cancer medicine in the future.
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Povo Asiático/genética , Carcinoma Hepatocelular/epidemiologia , Vírus da Hepatite B/isolamento & purificação , Hepatite B/complicações , Polimorfismo de Nucleotídeo Único , Proteína Tirosina Fosfatase não Receptora Tipo 12/genética , Proteína Tirosina Fosfatase não Receptora Tipo 4/genética , Biomarcadores Tumorais , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patologia , Carcinoma Hepatocelular/virologia , Estudos de Casos e Controles , China/epidemiologia , Feminino , Seguimentos , Regulação Neoplásica da Expressão Gênica , Predisposição Genética para Doença , Hepatite B/virologia , Humanos , Incidência , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Prognóstico , Fatores de RiscoRESUMO
BACKGROUND: Thalassemia is a group of inherited hemoglobic disorders resulting from defects in the synthesis of one or more of the hemoglobin chains, which is one of the most prevalent inherited disorders in southern China. Only few studies reported the molecular characterization of α- and ß-Thalassemia in Hubei Province in the central of China. METHODS: A total of 4889 clinically suspected cases of thalassemia were analyzed by Gap-PCR, PCR-based reverse dot blot (RDB). RESULTS: 1706 (33.8%) subjects harbored thalassemia mutations, including 539 (11.0%) subjects with α-thalassemia, 1140 (23.3%) subjects with ß-thalassemia mutations, and 25 (0.51%) subjects with both α- and ß-thalassemia mutations. Seven genotypes of α-thalassemia mutations and 29 genotypes of ß-thalassemia mutations were characterized. --SEA/αα (66.05%), -α3.7/αα (24.12%), and -α4.2/αα (3.71%) accounted for 93.88% of the α-thalassemia mutations. ßIVS-II-654/ßN, ßCD41-42/ßN, ßCD17/ßN, ßCD27-28/ßN, ßCD71-72/ßN, ß - 28/ßN, ß - 29/ßN, ßCD43/ßN, ßE/ßN, accounting for 96.40% of all ß-thalassemia genotypes. Furthermore, mean corpuscular volume (MCV) and mean corpuscular Hb (MCH) were sensitive markers for both ß-thalassemia and α-thalassemia with --SEA/αα, but not -α3.7/αα and -α4.2/αα. CONCLUSIONS: Our data indicated great heterogeneity and extensive spectrum of thalassemias in Hubei province of China.
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Genética Populacional , Hemoglobinas/genética , Talassemia alfa/genética , Talassemia beta/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , China , Feminino , Heterogeneidade Genética , Genótipo , Hemoglobinas/biossíntese , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Mutação , Adulto Jovem , Talassemia alfa/epidemiologia , Talassemia beta/sangue , Talassemia beta/epidemiologiaRESUMO
Recent studies investigating the association of Calcium homeostasis modulator 1 (CALHM1) p.P86L polymorphism (rs2986017) with Alzheimer's disease (AD) are controversial. Herein, we performed a meta-analysis to investigate the association between CALHM1 rs2986017 and AD risk. Literature searches of PubMed, Alzgene, and Embase were carried out up to 24 Nov 2015. The strength of the association between rs2986017 and AD was evaluated by odds ratio (OR) and 95 % confidence interval (CI). A total of 19 studies between 2008 and 2014 comprising 8777 AD cases and 8487 controls were included. Significant association of rs2986017 with AD was found in Caucasian population in allelic model (T vs. C: OR 1.13, 95 % CI 1.02-1.26, P = 0.022), and dominant model (TT + TC vs. CC: OR 1.15, 95 % CI 1.04-1.29, P = 0.018). No significant association was found in Asian population in any genetic model. Sensitivity analysis found that Dreses-Werringloer et al.'s might affect the overall result. The current meta-analysis suggested that CALHM1 rs2986017 might be associated with increased AD risk in Caucasian, but not Asian population.
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Doença de Alzheimer/genética , Canais de Cálcio/genética , Predisposição Genética para Doença , Glicoproteínas de Membrana/genética , Polimorfismo de Nucleotídeo Único , Doença de Alzheimer/etnologia , Povo Asiático/genética , Estudos de Associação Genética , Humanos , Risco , População Branca/genéticaAssuntos
Betacoronavirus/isolamento & purificação , Técnicas de Laboratório Clínico/métodos , Infecções por Coronavirus/diagnóstico , Técnicas de Diagnóstico Molecular/métodos , Orofaringe/virologia , Pneumonia Viral/diagnóstico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , COVID-19 , Teste para COVID-19 , Criança , Pré-Escolar , Infecções por Coronavirus/virologia , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Pandemias , Pneumonia Viral/virologia , Reprodutibilidade dos Testes , Estudos Retrospectivos , SARS-CoV-2 , Adulto JovemRESUMO
BACKGROUND: Recent research has shown the host innate immunity plays important roles in controlling HBV infec- tion, and interleukin-6 (IL-6) is the key factor involved in the innate immune response. It is well known that the polymorphisms of IL-6 promoter can affect both the transcription and production of IL-6. This study aims to investigate whether there is an association between the IL-6 promoter functional polymorphisms and spontaneous clearance of HBV. METHODS: Two polymorphisms of the IL-6 gene, -572 C/G (rs1800796) and -597 G/A (rs1800797), were analyzed by DNA sequencing in a case-control study including 219 cases with chronic HBV infection and 212 controls spontaneously recovered from HBV infection. RESULTS: For IL-6 -572 C/G, the controls with spontaneous clearance of HBV have significantly higher allele G (0.302 vs. 0.21, p = 0.002) and GG genotype frequency (0.075 vs. 0.032, p = 0.006) compared to the chronic HBV infection patients. The odds ratio (OR) for the G allele was 0.61 (95% confidence interval [CI]: 0.45-0.84). For -597 G/A, all subjects are GG genotype except one GA genotype in the recovered controls, no significant differences in allele or genotype frequencies between the case group and control group were observed. CONCLUSIONS: These findings indicate that the IL-6 -572 allele G may be beneficial for spontaneous clearance of HBV.
Assuntos
Hepatite B Crônica/genética , Interleucina-6/genética , Polimorfismo Genético , Regiões Promotoras Genéticas , Adulto , Povo Asiático/genética , Estudos de Casos e Controles , Distribuição de Qui-Quadrado , China/epidemiologia , Feminino , Frequência do Gene , Genótipo , Hepatite B Crônica/diagnóstico , Hepatite B Crônica/etnologia , Hepatite B Crônica/imunologia , Interações Hospedeiro-Patógeno/genética , Humanos , Imunidade Inata/genética , Masculino , Pessoa de Meia-Idade , Razão de Chances , Fenótipo , Remissão EspontâneaRESUMO
PURPOSE: Pancreatic cancer (PACA) is one of the most fatal malignancies worldwide. Immunotherapy is largely ineffective in patients with PACA. T-cell exhaustion contributes to immunotherapy resistance. We investigated the prognostic potential of T-cell exhaustion-related genes (TEXGs). METHODS: A single-cell RNA (scRNA) sequencing dataset from Tumor Immune Single-Cell Hub (TISCH) and bulk sequencing datasets from the Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) were used to screen differentially expressed TEXGs. Kaplan-Meier survival, LASSO regression, and univariate/multivariate Cox regression analyses were performed to construct a TEXG risk model. This model was used to predict the prognosis, tumor immune microenvironment, and immunotherapy response. The PACA cohorts from the ICGC and GSE71729 datasets were used to validate the risk model. Pan-cancer expression of SPOCK2 was determined using the TISCH database. RESULTS: A six-gene (SPOCK2, MT1X, LIPH, RARRES3, EMP1, and MEG3) risk model was constructed. Patients with low risk had prolonged survival times in both the training (TCGA-PAAD, n = 178) and validation (ICGC-PACA-CA, ICGC-PAAD-US, and GSE71729, n = 412) datasets. Multivariate Cox regression analysis demonstrated that the risk score was an independent prognostic variable for PACA. High-risk patients correlated with their immunosuppressive status. Immunohistochemical staining confirmed the changes in TEXGs in clinical samples. Moreover, pan-cancer scRNA sequencing datasets from TISCH analysis indicated that SPOCK2 may be a novel marker of exhausted CD8+ T-cells. CONCLUSION: We established and validated a T-cell exhaustion-related prognostic signature for patients with PACA. Moreover, our study suggests that SPOCK2 is a novel marker of exhausted CD8+ T cells.
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Ultra-high molecular weight polyethylene/graphene oxide (PE-UHMW/GO) composites have demonstrated potential in artificial joint applications. The tribological behavior of irradiated PE-UHMW/GO composites under water lubrication remained unclear, which limited their application range. In this study, the PE-UHMW/GO composites were gamma irradiated at 100 KGy in a vacuum and subsequently aged at 80 °C for 21 days in air. We assessed their water absorption, and mechanical and tribological properties post-treatment. Notably, gamma irradiation markedly enhanced the mechanical and tribological performance of PE-UHMW/GO composites. Irradiated composites had a 6.11% increase in compressive strength and a 25.72% increase in yield strength compared to unirradiated composites. Additionally, under water lubrication, the irradiated composites showed improved wear resistance and a reduced friction coefficient. The irradiation enhancement can be attributed to the irradiation-induced strengthening of the interface bonding between GO and PE-UHMW. Conversely, accelerated aging led to oxidative degradation, negatively impacting these properties. Aged composites exhibited lower compressive and yield strengths, higher friction coefficients, and diminished anti-wear properties compared to the irradiated composites. The wear mechanism evolved from predominantly fatigue wear in irradiated PE-UHMW/GO to a mix of abrasive and fatigue wear post-aging. While GO and aging influenced water absorption, irradiation had a minimal effect. These insights significantly contribute to the application potential of irradiated PE-UHMW/GO composites in artificial joints.
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Recent genome-wide association studies (GWAS) have reported multiple genetic variations at 5p15.33 (TERT-CLPTM1L) associated with risk of lung cancer. However, most of the associated variations identified by GWAS thus far are unlikely to be the actual causal variants, but may be mostly marker-single nucleotide polymorphisms tagging functional variations that influence gene expression. This study aimed to explore the function-validated and potentially functional variations in TERT-CLPTM1L locus conferring susceptibility to lung cancer. A case-control study including 502 cases and 502 controls in Chinese Han population was firstly conducted. Bioinformatic approaches are applied to prioritize genetic variations based on their potential functionality. In the logistic regression analysis, TERT-rs2853669, rs2736108, and CLPTM1L-rs31490 were significant associated with increased risk of lung cancer (OR = 1.46, 95% CI = 1.22-1.75; OR = 1.22, 95% CI = 1.00-1.49 and OR = 1.74, 95% CI = 1.35-2.23 under additive model, respectively). The significant associations were observed in non-small-cell lung cancer but not-in-small-cell lung cancer, and more prominent in adenocarcinoma. Haplotype analysis presented a significant allele-dose effect of haplotypes in increasing risk of lung cancer (P for trend = 1.894 × 10(-6)). Moreover, significant multiplicative interactions were observed between smoking and these three polymorphisms of TERT-rs2853669, rs2736108, and CLPTM1L-rs31490, even after bonferroni correction for multiple comparisons (Pinteraction = 1.316 × 10(-9), 3.912 × 10(-4), and 2.483 × 10(-5), respectively). These findings indicated that the function-validated and potentially functional variations in TERT-CLPTM1L locus, modified by smoking, may play a substantial role in the susceptibility to lung cancer.
Assuntos
Povo Asiático/genética , Carcinoma Pulmonar de Células não Pequenas/etiologia , Neoplasias Pulmonares/etiologia , Proteínas de Membrana/genética , Proteínas de Neoplasias/genética , Polimorfismo de Nucleotídeo Único/genética , Carcinoma de Pequenas Células do Pulmão/etiologia , Telomerase/genética , Adenocarcinoma/epidemiologia , Adenocarcinoma/etiologia , Idoso , Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Carcinoma de Células Escamosas/epidemiologia , Carcinoma de Células Escamosas/etiologia , Estudos de Casos e Controles , China/epidemiologia , Feminino , Predisposição Genética para Doença , Genótipo , Haplótipos/genética , Humanos , Neoplasias Pulmonares/epidemiologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Reação em Cadeia da Polimerase , Prognóstico , Fatores de Risco , Carcinoma de Pequenas Células do Pulmão/epidemiologiaRESUMO
Sjögren's syndrome (SS) is a systemic autoimmune disorder with an estimated global prevalence of 0.3 to 1/1000 persons. This disease has a female predilection and mainly affects salivary and lacrimal glands. The distinctive pathological hallmark of SS is focal lymphocyte infiltration in affected glands, accompanied by the production of autoantibodies and inflammatory cytokines leading to epithelial damage and disease progression. Danger-associated molecular patterns (DAMPs) as alarmins have been demonstrated to promote lymphocyte recruitment in several inflammatory and autoimmune diseases. Here we summarize that the levels of DAMPs were increased in the periphery and affected tissues in SS as the stimulators, DAMPs sensed by pattern recognition receptors (PRRs, the same sensors for PAMPs) initiated the inflammatory and autoimmune response constituting a vicious autoimmunity loop leading to disease exacerbation. Thus, DAMPs are involved in the immunopathogenesis of SS and inhibition of these DAMPs may serve as a novel therapeutic strategy for SS.
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Doenças Autoimunes , Aparelho Lacrimal , Síndrome de Sjogren , Alarminas , Autoanticorpos , Doenças Autoimunes/patologia , Feminino , Humanos , Aparelho Lacrimal/patologiaRESUMO
The assessment of teaching quality is a very complex and fuzzy nonlinear process, which involves many factors and variables, so the establishment of the mathematical model is complicated, and the traditional evaluation method of teaching quality is no longer fully competent. In order to evaluate teaching quality effectively and accurately, an optimized GA-BPNN algorithm based on genetic algorithm (GA) and backpropagation neural network (BPNN) is proposed. Firstly, an index system of teaching quality evaluation is established, and a questionnaire is designed according to the index system to collect data. Then, an English teaching quality evaluation system is established by optimizing model parameters. The simulation shows that the average evaluation accuracy of the GA-BPNN algorithm is 98.56%, which is 13.23% and 5.85% higher than those of the BPNN model and the optimized BPNN model, respectively. The comparison results show that the GA-BPNN algorithm in teaching quality evaluation can make reasonable and scientific results.
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Modelos Teóricos , Redes Neurais de Computação , Algoritmos , Simulação por ComputadorRESUMO
BACKGROUND: Cardiac injury is common and associated with poor clinical outcomes in COVID-19. Data are lacking whether high-dose intravenous vitamin C (HIVC) could help to ameliorate myocardial injury in the pandemic. METHODS: The retrospective cohort study included consecutive severe and critically ill COVID-19 patients with cardiac injury receiving symptomatic supportive treatments alone or together with HIVC. Troponin I and inflammatory markers were collected at admission and day 21 during hospitalization from the electronic medical records. RESULTS: The patients (n = 113) were categorized into the ameliorated cardiac injury (ACI) group (n = 70) and the non-ameliorated cardiac injury (NACI) group (n = 43). Overall, fifty-one (45.1%) patients were administered with HIVC, the percentages of patients with HIVC were higher in the ACI group than those in the NACI group. Logistic regression analysis revealed that HIVC was independently associated with the improvement of myocardial injury. Further analysis showed that inflammatory markers levels significantly decreased at day 21 during hospitalization in patients with HIVC therapy compared to those administered with symptomatic supportive treatments alone. Meanwhile, similar results were also observed regarding changes in inflammatory markers levels from baseline to day 21 during hospitalization in the patients treated with HIVC. CONCLUSIONS: HIVC can ameliorate cardiac injury through alleviating hyperinflammation in severe and critically ill patients with COVID-19.
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Ácido Ascórbico/uso terapêutico , Tratamento Farmacológico da COVID-19 , COVID-19/epidemiologia , Traumatismos Cardíacos/tratamento farmacológico , Pandemias , Idoso , Biomarcadores/sangue , COVID-19/sangue , Relação Dose-Resposta a Droga , Feminino , Hospitalização , Humanos , Inflamação/patologia , Mediadores da Inflamação/sangue , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Troponina I/metabolismoRESUMO
BACKGROUND: Inflammation can facilitate development of coronavirus disease 2019 (COVID-19) and cardiac injury is associated with worse clinical outcomes. However, data are relatively scarce on the association between hyper-inflammatory response and cardiac injury among COVID-19 patients. METHODS: The study was designed based on severe and critically ill patients with COVID-19. Information on clinical characteristics and laboratory examinations was collected from the electronic medical records and analyzed. RESULTS: There were 32.4% (nâ¯=â¯107) of patients with cardiac injury. The median age was 67 years, and 48.8% (nâ¯=â¯161) of patients were men. Hypertension was the most common in 161 (48.8%) patients, followed by diabetes (16.7%, nâ¯=â¯55) and coronary heart disease (13.3%, nâ¯=â¯44). Compared to cases without cardiac injury, those with cardiac injury were older, had higher proportions of coronary heart disease, and leukocyte counts, significantly elevated concentrations of N-terminal pro-B-Type natriuretic peptide, high-sensitivity C-reactive protein (hs-CRP), tumor necrosis factor (TNF)-α, interleukin-2 receptor (IL-2R), IL-6, and IL-8, but lower lymphocyte counts. A significant positive correlation was observed between high-sensitivity troponin I and inflammatory cytokines. Logistic regression analysis showed that hs-CRP, TNF-α and IL-6 were independent risk factors for cardiac injury. CONCLUSIONS: Cardiac injury was associated with elevated levels of inflammatory cytokines among severe and critically ill patients with COVID-19, suggesting that hyper-inflammatory response may involve in cardiac injury.
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COVID-19 , Cardiopatias , SARS-CoV-2 , Troponina I/sangue , Idoso , Proteína C-Reativa/análise , COVID-19/imunologia , COVID-19/fisiopatologia , COVID-19/terapia , Fatores de Risco Cardiometabólico , China/epidemiologia , Estado Terminal/epidemiologia , Estado Terminal/terapia , Diabetes Mellitus/epidemiologia , Feminino , Cardiopatias/diagnóstico , Cardiopatias/imunologia , Cardiopatias/virologia , Humanos , Hipertensão/epidemiologia , Interleucina-6/sangue , Masculino , Medição de Risco , SARS-CoV-2/isolamento & purificação , SARS-CoV-2/patogenicidade , Índice de Gravidade de Doença , Síndrome de Resposta Inflamatória Sistêmica/sangue , Síndrome de Resposta Inflamatória Sistêmica/complicações , Síndrome de Resposta Inflamatória Sistêmica/virologia , Fator de Necrose Tumoral alfa/sangueRESUMO
OBJECTIVES: To appraise effective predictors for COVID-19 mortality in a retrospective cohort study. METHODS: A total of 1270 COVID-19 patients, including 984 admitted in Sino French New City Branch (training and internal validation sets randomly split at 7:3 ratio) and 286 admitted in Optical Valley Branch (external validation set) of Wuhan Tongji hospital, were included in this study. Forty-eight clinical and laboratory features were screened with LASSO method. Further multi-tree extreme gradient boosting (XGBoost) machine learning-based model was used to rank importance of features selected from LASSO and subsequently constructed death risk prediction model with simple-tree XGBoost model. Performances of models were evaluated by AUC, prediction accuracy, precision, and F1 scores. RESULTS: Six features, including disease severity, age, levels of high-sensitivity C-reactive protein (hs-CRP), lactate dehydrogenase (LDH), ferritin, and interleukin-10 (IL-10), were selected as predictors for COVID-19 mortality. Simple-tree XGBoost model conducted by these features can predict death risk accurately with >90% precision and >85% sensitivity, as well as F1 scores >0.90 in training and validation sets. CONCLUSION: We proposed the disease severity, age, serum levels of hs-CRP, LDH, ferritin, and IL-10 as significant predictors for death risk of COVID-19, which may help to identify the high-risk COVID-19 cases. KEY MESSAGES A machine learning method is used to build death risk model for COVID-19 patients. Disease severity, age, hs-CRP, LDH, ferritin, and IL-10 are death risk factors. These findings may help to identify the high-risk COVID-19 cases.
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COVID-19/mortalidade , Regras de Decisão Clínica , Hospitalização , Aprendizado de Máquina , Adulto , Idoso , Idoso de 80 Anos ou mais , Proteína C-Reativa/metabolismo , COVID-19/epidemiologia , COVID-19/metabolismo , COVID-19/fisiopatologia , Doenças Cardiovasculares/epidemiologia , China/epidemiologia , Estudos de Coortes , Comorbidade , Diabetes Mellitus/epidemiologia , Feminino , Ferritinas/metabolismo , Humanos , Hipertensão/epidemiologia , Interleucina-10/metabolismo , L-Lactato Desidrogenase/metabolismo , Masculino , Pessoa de Meia-Idade , Prognóstico , Reprodutibilidade dos Testes , Estudos Retrospectivos , SARS-CoV-2 , Índice de Gravidade de DoençaRESUMO
Background: Pneumocystis jiroveci pneumonia (PJP) is the most common opportunistic infection in immunocompromised patients. The accurate prediction of PJP development in patients undergoing immunosuppressive therapy remains challenge. Methods: Patients undergoing immunosuppressive treatment and with confirmed pneumocystis jiroveci infection were enrolled. Another group of matched patients with immunosuppressant treatment but without signs of infectious diseases were enrolled to control group. Results: A total of 80 (40 PJP, 40 non-PJP) participants were enrolled from Tongji Hospital. None of the patients were HIV positive. The routine laboratory indicators, such as LYM, MON, RBC, TP, and ALB, were significantly lower in PJP patients than in non-PJP patients. Conversely, LDH in PJP patients was significantly higher than in non-PJP controls. For immunological indicators, the numbers of T, B, and NK cells were all remarkably lower in PJP patients than in non-PJP controls, whereas the functional markers such as HLA-DR, CD45RO and CD28 expressed on CD4+ or CD8+ T cells had no statistical difference between these two groups. Cluster analysis showing that decrease of host immunity markers including CD3+, CD4+ and CD8+ T cells, and increase of tissue damage marker LDH were the most typical characteristics of PJP patients. A further established model based on combination of CD8+ T cells and LDH showed prominent value in distinguishing PJP from non-PJP, with AUC of 0.941 (95% CI, 0.892-0.990). Conclusions: A model based on combination of routine laboratory and immunological indicators shows prominent value for predicting the development of PJP in HIV-negative patients undergoing immunosuppressive therapy.
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Biomarcadores , Hospedeiro Imunocomprometido , Infecções Oportunistas , Pneumocystis carinii , Pneumonia por Pneumocystis/diagnóstico , Pneumonia por Pneumocystis/etiologia , Adulto , Idoso , Biologia Computacional/métodos , Suscetibilidade a Doenças , Feminino , Humanos , Imunofenotipagem , Imunossupressores/efeitos adversos , Imunossupressores/uso terapêutico , Masculino , Pessoa de Meia-Idade , Pneumocystis carinii/imunologia , Prognóstico , Curva ROC , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismoRESUMO
Background: Easily accessible tools that reliably stratify Mycobacterium tuberculosis (MTB) infection are needed to facilitate the improvement of clinical management. The current study attempts to reveal lymphocyte-related immune characteristics of active tuberculosis (ATB) patients and establish immunodiagnostic model for discriminating ATB from latent tuberculosis infection (LTBI) and healthy controls (HC). Methods: A total of 171 subjects consisted of 54 ATB, 57 LTBI, and 60 HC were consecutively recruited at Tongji hospital from January 2019 to January 2021. All participants were tested for lymphocyte subsets, phenotype, and function. Other examination including T-SPOT and microbiological detection for MTB were performed simultaneously. Results: Compared with LTBI and HC, ATB patients exhibited significantly lower number and function of lymphocytes including CD4+ T cells, CD8+ T cells and NK cells, and significantly higher T cell activation represented by HLA-DR and proportion of immunosuppressive cells represented by Treg. An immunodiagnostic model based on the combination of NK cell number, HLA-DR+CD3+ T cells, Treg, CD4+ T cell function, and NK cell function was built using logistic regression. Based on receiver operating characteristic curve analysis, the area under the curve (AUC) of the diagnostic model was 0.920 (95% CI, 0.867-0.973) in distinguishing ATB from LTBI, while the cut-off value of 0.676 produced a sensitivity of 81.48% (95% CI, 69.16%-89.62%) and specificity of 91.23% (95% CI, 81.06%-96.20%). Meanwhile, AUC analysis between ATB and HC according to the diagnostic model was 0.911 (95% CI, 0.855-0.967), with a sensitivity of 81.48% (95% CI, 69.16%-89.62%) and a specificity of 90.00% (95% CI, 79.85%-95.34%). Conclusions: Our study demonstrated that the immunodiagnostic model established by the combination of lymphocyte-related indicators could facilitate the status differentiation of MTB infection.
Assuntos
Interações Hospedeiro-Patógeno/imunologia , Linfócitos/imunologia , Mycobacterium tuberculosis/imunologia , Tuberculose/imunologia , Tuberculose/microbiologia , Biomarcadores , Humanos , Imunofenotipagem , Tuberculose Latente , Ativação Linfocitária/imunologia , Subpopulações de Linfócitos/imunologia , Subpopulações de Linfócitos/metabolismo , Linfócitos/metabolismo , Curva ROC , Tuberculose/diagnósticoRESUMO
Background: The prompt diagnosis of pulmonary tuberculosis (PTB) remains a challenge in clinical practice. The present study aimed to optimize an algorithm for rapid diagnosis of PTB in a real-world setting. Methods: 28,171 adult inpatients suspected of having PTB in China were retrospectively analyzed. Bronchoalveolar lavage fluid (BALF) and/or sputum were used for acid-fast bacilli (AFB) smear, Xpert MTB/RIF (Xpert), and culture. A positive mycobacterial culture was used as the reference standard. Peripheral blood mononuclear cells (PBMC) were used for T-SPOT.TB. We analyzed specimen types' effect on these assays' performance, determined the number of smears for diagnosing PTB, and evaluated the ability of these assays performed alone, or in combination, to diagnose PTB and nontuberculous mycobacteria (NTM) infections. Results: Sputum and BALF showed moderate to substantial consistency when they were used for AFB smear or Xpert, with a higher positive detection rate by BALF. 3-4 smears had a higher sensitivity than 1-2 smears. Moreover, simultaneous combination of AFB and Xpert correctly identified 44/51 of AFB+/Xpert+ and 6/7 of AFB+/Xpert- cases as PTB and NTM, respectively. Lastly, when combined with AFB/Xpert sequentially, T-SPOT showed limited roles in patients that were either AFB+ or Xpert+. However, T-SPOTMDC (manufacturer-defined cut-off) showed a high negative predicative value (99.1%) and suboptimal sensitivity (74.4%), and TBAg/PHA (ratio of Mycobacterium tuberculosis-specific antigens to phytohaemagglutinin spot-forming cells, which is a modified method calculating T-SPOT.TB assay results) ≥0.3 demonstrated a high specificity (95.7%) and a relatively low sensitivity (16.3%) in AFB-/Xpert- patients. Conclusions: Concurrently performing AFB smear (at least 3 smears) and Xpert on sputum and/or BALF could aid in rapid diagnosis of PTB and NTM infections in a real-world high-burden setting. If available, BALF is preferred for both AFB smear and Xpert. Expanding this algorithm, PBMC T-SPOTMDC and TBAg/PHA ratios have a supplementary role for PTB diagnosis in AFB-/Xpert- patients (moderately ruling out PTB and ruling in PTB, respectively). Our findings may also inform policy makers' decisions regarding prevention and control of TB in a high burden setting.
Assuntos
Mycobacterium tuberculosis , Tuberculose Pulmonar , Adulto , Algoritmos , Big Data , China , Humanos , Leucócitos Mononucleares , Estudos Retrospectivos , Sensibilidade e Especificidade , EscarroRESUMO
OBJECTIVES: Hemophilia B (HB, OMIM: 300746) is one of the most common bleeding disorders with an X-linked recessive inheritance pattern, caused by the deficiency of coagulation factor IX (FIX). FIX is encoded by the F9 gene located on Xq27.1. Diagnosis of HB is primarily suspected by prolonged activated partial thromboplastin time (APTT), decreased FIX activity (FIX:C) or genetic test of the F9 gene. We herein described a Chinese family with patients of mild HB. METHODS: Sanger sequencing of the F9 gene was applied to identify mutation. Coagulation tests were performed. RESULTS: The proband was a 5-year-old boy. He suffered prolonged bleeding after tonsillectomy recently and circumcision last year as well. His grandfather experienced prolonged bleeding after gastric surgery. Both patients showed normal APTT, though they had significantly decreased FIX:C. Sanger sequencing of the F9 gene revealed a novel hemizygous F9 c.639C > A (p.Asn213Lys) missense mutation in both patients. The proband's mother carried heterozygous mutation. This mutation was located in the activation peptide domain of FIX. CONCLUSION: In conclusion, we confirmed that APTT could be normal in mild HB patients. Highly sensitive APTT for mild HB and molecular genetic test could confirm the diagnosis of mild HB.
Assuntos
Coagulação Sanguínea , Hemofilia B/sangue , Hemofilia B/diagnóstico , Tempo de Tromboplastina Parcial , Alelos , Substituição de Aminoácidos , Testes de Coagulação Sanguínea , Pré-Escolar , Análise Mutacional de DNA , Fator IX/genética , Genótipo , Hemofilia B/etiologia , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Mutação de Sentido Incorreto , Linhagem , Índice de Gravidade de DoençaRESUMO
BACKGROUNDThe severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a novel viral pneumonia (COVID-19), which is rapidly spreading throughout the world. The positive result of nucleic acid test is a golden criterion to confirm SARS-CoV-2 infection, but the detection features remain unclear.METHODSWe performed a retrospective analysis in 5630 high-risk individuals receiving SARS-CoV-2 nucleic acid tests in Wuhan, China, and investigated their characteristics and diagnosis rates.RESULTSThe overall diagnosis rate was 34.7% (1952/5630). Male (P = 0.025) and older populations (P = 2.525 × 10-39) were at significantly higher risk of SARS-CoV-2 infection. People were generally susceptible, and most cases concentrated in people of 30-79 years. Furthermore, we investigated the association between diagnosis rate and the amount of testing in 501 subjects. Results revealed a 1.27-fold improvement (from 27.9% to 35.5%) of diagnosis rate from testing once to twice (P = 5.847 × 10-9) and a 1.43-fold improvement (from 27.9% to 39.9%) from testing once to 3 times (P = 7.797 × 10-14). More than 3 testing administrations was not helpful for further improvement. However, this improvement was not observed in subjects with pneumonia (P = 0.097).CONCLUSIONAll populations are susceptible to SARS-CoV-2 infection, and male and older-aged populations are at significantly higher risk. Increasing the amount of testing could significantly improve diagnosis rates, except for subjects with pneumonia. It is recommended to test twice in those high-risk individuals whose results are negative the first time, and performing 3 tests is better, if possible.FUNDINGThis work was supported by National Mega Project on Major Infectious Disease Prevention (no. 2017ZX10103005-007) and National Key Research and Development Program of China (no. 2018YFE0204500).