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MOTIVATION: The growing number of microbial reference genomes enables the improvement of metagenomic profiling accuracy but also imposes greater requirements on the indexing efficiency, database size and runtime of taxonomic profilers. Additionally, most profilers focus mainly on bacterial, archaeal and fungal populations, while less attention is paid to viral communities. RESULTS: We present KMCP (K-mer-based Metagenomic Classification and Profiling), a novel k-mer-based metagenomic profiling tool that utilizes genome coverage information by splitting the reference genomes into chunks and stores k-mers in a modified and optimized Compact Bit-Sliced Signature Index for fast alignment-free sequence searching. KMCP combines k-mer similarity and genome coverage information to reduce the false positive rate of k-mer-based taxonomic classification and profiling methods. Benchmarking results based on simulated and real data demonstrate that KMCP, despite a longer running time than all other methods, not only allows the accurate taxonomic profiling of prokaryotic and viral populations but also provides more confident pathogen detection in clinical samples of low depth. AVAILABILITY AND IMPLEMENTATION: The software is open-source under the MIT license and available at https://github.com/shenwei356/kmcp. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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Algoritmos , Programas Informáticos , Análisis de Secuencia de ADN/métodos , Metagenoma , Metagenómica/métodosRESUMEN
Given the pandemic of severe acute respiratory syndrome coronavirus 2 Omicron variants, booster vaccination (BV) using inactivated virus vaccines (the third dose) has been implemented in China. However, the immune responses after BV, especially those against Omicron, in patients with chronic hepatitis B virus (HBV) infection (CHB) are unclear. In this prospective longitudinal study, 114 patients with CHB and 68 healthy controls (HCs) were recruited after receiving inactivated vaccination. The anti-receptor-binding domain (RBD) immunoglobulin G (IgG), neutralizing antibodies (NAbs), neutralization against Omicron (BA2.12.1, BA.4/5), and specific B/T cells were evaluated. In patients, anti-RBD IgG was elevated significantly after BV; the titers were as high as those in HCs. Similar results were obtained for the NAbs. However, compared with that against wild type (WT), the neutralization against Omicron was compromised after BV. The frequency of RBD+ atypical memory B cells increased, but spike-specific cluster of differentiation 4+ /8+ T cells remained unchanged after BV. Moreover, no serious adverse events or HBV reactivation were observed after BV. These results suggest that BV significantly enhanced antibody responses against WT; however, it resulted in compromised antibody responses against Omicron in patients with CHB. Hence, new all-in-one vaccines and optimal vaccination strategies should be studied promptly.
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COVID-19 , Hepatitis B Crónica , Humanos , Estudios Longitudinales , Estudios Prospectivos , SARS-CoV-2 , COVID-19/prevención & control , Vacunación , Anticuerpos Neutralizantes , Inmunoglobulina G , Anticuerpos AntiviralesRESUMEN
BACKGROUND & AIMS: Peroxisome proliferator-activated receptors (PPARs) are currently among the most focused-on therapeutic targets for non-alcoholic steatohepatitis (NASH), although no clinical transformation has been achieved to date. In this study, we aimed to evaluate the effects of GW9662 on choline-deficient, L-amino acid-defined high-fat diet (CDAA-HFD)-induced NASH mice and reveal the mechanism underlying this effect. METHODS: GW9662 (1 mg/kg) was administered in CDAA-HFD mouse model of NASH. The effect of GW9662 on hepatic lipid metabolism was investigated using liver RNA-seq and HepG2 cells induced by oleic acid and palmitic acid. In addition, 16S rRNA gene sequencing was performed to analyze the effects of GW9662 on the composition and function of the fecal microbiota. RESULTS: GW9662 improved the CDAA-HFD caused elevation in the levels of ALT, AST, hepatic free fatty acids and triglycerides. The liver pathological analysis indicated that GW9662 alleviated the hepatic steatosis and fibrosis. The NAFLD activity score and RNA-Seq revealed that GW9662 mainly regulated the fatty acids transport and lipid synthesis by inhibiting PPARγ, CD36, FABP1, FASN, and SCD1, and through the up-regulation of PPARα. Moreover, GW9662 reduced the epididymal fat weight. GW9662 reversed the gut microbiota disorder by increasing the abundance of the beneficial bacteria Dubosiella and Lactobacillus and decreasing the abundance of harmful bacteria Lachnospiraceae_NK4A136_group, Helicobacteraceae, Desulfovibriaceae, and Rickenaceae. CONCLUSIONS: GW9662 ameliorated lipid metabolism by inhibiting the PPARγ/CD36 pathway and altering the composition of the gut microbiota in NASH mice. Therefore, the PPARγ antagonist GW9662 deserves more attention as a potential therapeutic agent for NASH.
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Microbioma Gastrointestinal , Enfermedad del Hígado Graso no Alcohólico , Ratones , Animales , Enfermedad del Hígado Graso no Alcohólico/metabolismo , PPAR gamma/metabolismo , ARN Ribosómico 16S , Hígado , Dieta Alta en Grasa/efectos adversos , Ratones Endogámicos C57BLRESUMEN
Adelmidrol, an anti-inflammatory small-molecule compound, can treat inflammatory diseases like arthritis and colitis in a PPARγ-dependent manner. Effective anti-inflammatory therapy is beneficial in delaying the progression of liver fibrosis. This study aimed to investigate the effect and underlying mechanisms of adelmidrol on hepatic fibrosis induced by CCl4 and CDAA-HFD. In the CCl4 model, adelmidrol (10 mg/kg) significantly reduced the incidence of liver cirrhosis from 76.5% to 38.9%, with a reduction of ALT, AST, and extracellular matrix deposition. RNA-seq revealed adelmidrol markedly inhibited the activation of hepatic scar-associated Trem2+ macrophages and PDGFRα+ stellate cells. Adelmidrol exhibited a limited anti-fibrotic effect in CDAA-HFD-induced fibrosis. Further, inconsistencies were observed in the expression trends in liver PPARγ in both models. CCl4 injury led to the continuous decrease in hepatic PPARγ levels, adelmidrol treatment up-regulated hepatic PPARγ expression and down-regulated the expression of pro-inflammatory factor NF-κB and pro-fibrotic factor TGF-ß1. Adelmidrol also inhibited the activation of macrophages and HSCs in a PPARγ-dependent manner in vitro. GW9662, a specific PPARγ antagonist, counteracted the anti-fibrotic effect of adelmidrol. In CDAA-HFD-induced model, hepatic PPARγ expression gradually increased with the progress of modeling. Adelmidrol enhanced steatosis in hepatocytes by the activation of the PPARγ/CD36 pathway in the CDAA-HFD model and FFA-treated HepG2, showing a limited anti-fibrotic effect. GW9662 reversed the pro-steatotic effect of adelmidrol and improved fibrosis. The anti-fibrotic outcomes of adelmidrol were related to hepatic PPARγ levels, which depends on the synergistic effect of PPARγ agonism caused by adelmidrol on hepatocytes, macrophages, and HSCs in different pathological states.
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Células Estrelladas Hepáticas , PPAR gamma , Humanos , PPAR gamma/metabolismo , Células Estrelladas Hepáticas/metabolismo , Hígado , Fibrosis , Cirrosis Hepática/metabolismo , Antiinflamatorios/farmacología , Tetracloruro de Carbono/farmacologíaRESUMEN
The classic carbon tetrachloride (CCl4)-induced liver injury model is widely used to study the pathogenesis of fibrosis and evaluate anti-fibrosis drugs. Here, we investigated the dynamic changes in the gut microbiota, bile acids (BAs) and the gut barrier over different fibrosis severities in a CCl4-based model. 16S rDNA sequencing demonstrated that the beneficial taxon Lactobacillus was always underrepresented, and pathogens including Escherichia_Shigella, Clostridium_sensu_stricto_1, Colidextribacter, and Lachnospiraceae_UCG_010 were significantly overrepresented across liver fibrosis severities. Gut dysbiosis was more severe at the early stage of liver injury and advanced stage of fibrosis. An ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) analysis revealed that with the progress of fibrosis, unconjugated BAs in faeces were significantly decreased and conjugated BAs in serum were significantly increased. The FXR-SHP signalling pathway in the liver and ileum was statistically repressed in the fibrosis groups. Determination of lipopolysaccharide (LPS) and fluorescein isothiocyanate (FITC)-dextran levels in plasma showed that the intestinal barrier remained relatively intact in the advanced fibrosis stage. The advances in knowledge of the gut-liver axis provided by this study yield new insights for application in research and drug evaluation.
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Ácidos y Sales Biliares , Espectrometría de Masas en Tándem , Animales , Cromatografía Liquida , Cirrosis Hepática/metabolismo , RatasRESUMEN
BACKGROUND: Ganxianfang (GXF) formula as a traditional Chinese medicine (TCM) is used for liver fibrosis in clinical practice while its mechanism is unclear. The aim of this study is to explore the molecular mechanism of GXF against CCl4-induced liver fibrosis rats. METHODS: Detected the main compounds of GXF by UPLC-MS/MS. Evaluated the efficacy of GXF (1.58, 3.15, 4.73 g/kg/day) and Fuzheng Huayu (FZHY, positive control, 0.47 g/kg/day) through serum alanine aminotransferase (ALT), aspartate aminotransferase (AST) levels and histopathological changes. Explored the underlying mechanisms by integrating our total liver RNA sequencing (RNA-seq) data with recent liver single-cell sequencing (scRNA-seq) studies. Verified potential pharmacodynamic substances of GXF by hepatic stellate cell (HSC)-T6 line. RESULTS: Main compounds were identified in GXF by UPLC-MS/MS, including baicalin, wogonoside and matrine etc. With GXF-high dose treatment, the elevation of ALT and AST induced by CCl4 were significantly reduced, and the protective effect of GXF-high dose treatment was better than FZHY. Liver histopathological changes were alleviated by GXF-high dose treatment, the ISHAK scoring showed the incidence of liver cirrhosis (F5/F6) decreased from 76.5 to 55.6%. The results of liver hydroxyproline content were consistent with the histopathological changes. RNA-seq analysis revealed the differential genes (DEGs) were mainly enriched in ECM-receptor interaction and chemokine signaling pathway. GXF effectively inhibited collagen deposition and significantly downregulated CCL2 to inhibit the recruitment of macrophages in liver tissue. Integrating scRNA-seq data revealed that GXF effectively inhibited the expansion of scar-associated Trem2+CD9+ macrophages subpopulation and PDGFRα+PDGFRß+ scar-producing myofibroblasts in the damaged liver, and remodeled the fibrotic niche via regulation of ligand-receptor interactions including TGFß/EGFR, PDGFB/PDGFRα, and TNFSF12/TNFRSF12a signaling. In vitro experiments demonstrated that baicalin, matrine and hesperidin in GXF inhibited the activation of hepatic stellate cells. CONCLUSIONS: This study clarified the potential anti-fibrotic effects and molecular mechanism of GXF in CCl4-induced liver fibrosis rats, which deserves further promotion and application.
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OBJECTIVE: To observe the efficacy of catgut implantation at back-shu points in treatment of mild perimenopausal depression of kidney, deficiency and liver stagnation syndrome and analyze its essential function on target symptoms. METHODS: Forty-five cases were randomized into a catgut implantation group (23 cases) and atid acupuncture group (22 cases). In the catgut implantation group, catguts were implanted at Shenshu (BL 23), Ganshu (BL 18), Xinshu (BL 15), Pishu (BL 20), etc., once every week. In the acupuncture group, the conventional acupuncture was applied to the same acupoints as the catgut implantation group, once every two days. The: treatment of 4 weeks made one session, and continuous 2 sessions were required. The efficacy was evaluated in, 2 sessions. The follow-up started in the 12th week. Before treatment, after treatment and in the follow-up period, Kupperman score and the total score in Hamilton depression scale (HAMD), as well as the factor score were observed in the patients separately. RESULTS: Kupperman score, the total HAMD score and the scores in the items of anxiety/somatization, retardation, sleep disorder and cognitive disorder after treatment were all reduced significantly as compared with those before treatment in the two groups (P<0.01, P<0.05). In the follow-up period, the difference in Kupperman was not significant in comparison with that after treatment in the catgut implantation: group (P>0.05). The total HAMD score and sleep disorder were reduced significantly as compared with those after treatment in the catgut implantation group (both P<0.01); in the acupuncture group, Kupperman score, the total HAMD score and sleep disorder were all increased as compared with those after treatment (all P<0.05). In; the catgut implantation group, the total HAMD score was lower than that in the acupuncture group (P<0. 05), and the scores in the items of retardation and sleep disorder were reduced significantly as compared with those in the acupuncture group (both P<0.01). CONCLUSION: The catgut implantation at back-shu points alleviates perimenopasual sympton is in patients of mild perimenopausal depression of kidney deficiency and liver stagnation syndrome. This therapy effectively relieves depressive disorders by regulating the target symptoms such as anxiety/ somatization, retardation, sleep disorder and cognitive' disorder. The long-term efficacy of this therapy is better than the conventional acupuncture.
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Terapia por Acupuntura , Trastorno Depresivo/terapia , Riñón/fisiopatología , Hígado/fisiopatología , Perimenopausia/psicología , Puntos de Acupuntura , Adulto , Catgut , Trastorno Depresivo/fisiopatología , Femenino , Humanos , Persona de Mediana Edad , Resultado del TratamientoRESUMEN
By using static chamber/gas chromatograph techniques, the N2O emission from rice-rapeseed rotation system in Chengdu Plain of Sichuan Basin was measured from June 2005 to June 2006, with its characteristics and affecting factors investigated. The results showed that the total emission of N2O in a rotation cycle was (8.3 +/- 2.8) kg x hm(-2) x a(-1), and the emission in rice season, rapeseed season and fallow season accounted for 30%, 65%, and 5% of the total, respectively. In rice season, the mean N2O flux was higher during alternative drainage and irrigation than during continuous flooding and drainage, and was roughly the same during continuous flooding and drainage. N application was the main driving factor for the appearance of N2O emission peak, and the lower moisture content in surface soil layer in rapeseed season and fallow season was the main cause inducing soil N2O absorption. Soil moisture, soil temperature, N application, and crop involvement affected the N2O emission to various extents, and soil moisture was the key factor affecting the N2O emission. To avoid the high frequency of dry and wet alternation in rice season or to regulate soil moisture content to a level of 50%-70% WFPS (percentage of water-filled pore space) in rapeseed season and fallow season could effectively decrease the N2O emission from the rice-rapeseed rotation system.