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1.
mSystems ; 9(3): e0137723, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38364107

RESUMO

Although vaginitis is closely related to vaginal microecology in females, the precise composition and functional potential of different types of vaginitis remain unclear. Here, metagenomic sequencing was applied to analyze the vaginal flora in patients with various forms of vaginitis, including cases with a clue cell proportion ranging from 1% to 20% (Clue1_20), bacterial vaginitis (BV), vulvovaginal candidiasis (VVC), and BV combined with VVC (VVC_BV). Our results identified Prevotella as an important biomarker between BV and Clue1_20. Moreover, a gradual decrease was observed in the relative abundance of shikimic acid metabolism associated with bacteria producing indole as well as a decline in the abundance of Gardnerella vaginalis in patients with BV, Clue1_20, and healthy women. Interestingly, the vaginal flora of patients in the VVC_BV group exhibited structural similarities to that of the VVC group, and its potentially functional characteristics resembled those of the BV and VVC groups. Finally, Lactobacillus crispatus was found in high abundance in healthy samples, greatly contributing to the stability of the vaginal environment. For the further study of L. crispatus, we isolated five strains of L. crispatus from healthy samples and evaluated their capacity to inhibit G. vaginalis biofilms and produce lactic acid in vitro to select the potential probiotic candidate for improving vaginitis in future clinical studies. Overall, we successfully identified bacterial biomarkers of different vaginitis and characterized the dynamic shifts in vaginal flora between patients with BV and healthy females. This research advances our understanding and holds great promise in enhancing clinical approaches for the treatment of vaginitis. IMPORTANCE: Vaginitis is one of the most common gynecological diseases, mostly caused by infections of pathogens such as Candida albicans and Gardnerella vaginalis. In recent years, it has been found that the stability of the vaginal flora plays an important role in vaginitis. Furthermore, the abundant Lactobacillus-producing rich lactic acid in the vagina provides a healthy acidic environment such as Lactobacillus crispatus. The metabolites of Lactobacillus can inhibit the colonization of pathogens. Here, we collected the vaginal samples of patients with bacterial vaginitis (BV), vulvovaginal candidiasis (VVC), and BV combined with VVC to discover the differences and relationships among the different kinds of vaginitis by metagenomic sequencing. Furthermore, because of the importance of L. crispatus in promoting vaginal health, we isolated multiple strains from vaginal samples of healthy females and chose the most promising strain with potential probiotic benefits to provide clinical implications for treatment strategies.


Assuntos
Candidíase Vulvovaginal , Lactobacillus crispatus , Vaginose Bacteriana , Humanos , Feminino , Vaginose Bacteriana/diagnóstico , Candidíase Vulvovaginal/diagnóstico , Vagina/microbiologia , Gardnerella vaginalis/genética , Lactobacillus , Ácido Láctico
2.
Pac Symp Biocomput ; 29: 450-463, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38160299

RESUMO

Spatial transcriptomics (ST) represents a pivotal advancement in biomedical research, enabling the transcriptional profiling of cells within their morphological context and providing a pivotal tool for understanding spatial heterogeneity in cancer tissues. However, current analytical approaches, akin to single-cell analysis, largely depend on gene expression, underutilizing the rich morphological information inherent in the tissue. We present a novel method integrating spatial transcriptomics and histopathological image data to better capture biologically meaningful patterns in patient data, focusing on aggressive cancer types such as glioblastoma and triple-negative breast cancer. We used a ResNet-based deep learning model to extract key morphological features from high-resolution whole-slide histology images. Spot-level PCA-reduced vectors of both the ResNet-50 analysis of the histological image and the spatial gene expression data were used in Louvain clustering to enable image-aware feature discovery. Assessment of features from image-aware clustering successfully pinpointed key biological features identified by manual histopathology, such as for regions of fibrosis and necrosis, as well as improved edge definition in EGFR-rich areas. Importantly, our combinatorial approach revealed crucial characteristics seen in histopathology that gene-expression-only analysis had missed.Supplemental Material: https://github.com/davcraig75/song_psb2014/blob/main/SupplementaryData.pdf.


Assuntos
Pesquisa Biomédica , Aprendizado Profundo , Glioblastoma , Humanos , Biologia Computacional , Perfilação da Expressão Gênica
3.
PeerJ ; 11: e16438, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38054020

RESUMO

Background: Up the reproductive tract, there are large differences in the composition of vaginal microbes. Throughout the menstrual cycle, the structure of the vaginal microbiome shifts. Few studies have examined both in combination. Our study was designed to explore trends in the microbiome of different parts of the vagina in healthy women over the menstrual cycle. Methods: We performed metagenomic sequencing to characterize the microbiome differences between the cervical orifice and mid-vagina throughout the menstrual cycle. Results: Our results showed the vaginal microbiome of healthy women in the cervical orifice and the mid-vagina was similar during the periovulatory and luteal phases, with Lactobacillus being the dominant bacteria. In the follicular phase, Acinetobacter was detected in the cervical orifice. From the follicular phase to the luteal phase, the community state types (all five community status types were defined as CSTs) in samples No. 10 and No. 11 changed from CST III to CST I. In addition, the composition of the vaginal microbiome in healthy women from different regions of China was significantly different. We also detected viruses including Human alphaherpesvirus 1 (HSV-1) during periovulatory phase. Conclusion: This study is valuable for understanding whether the microbial composition of the vagina is consistent in different parts of the menstrual cycle.


Assuntos
População do Leste Asiático , Microbiota , Feminino , Humanos , Vagina/microbiologia , Lactobacillus , Colo do Útero/microbiologia , Microbiota/genética
4.
Cancer Res ; 83(1): 34-48, 2023 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-36283023

RESUMO

Triple-negative breast cancer (TNBC) is an aggressive disease that disproportionately affects African American (AA) women. Limited targeted therapeutic options exist for patients with TNBC. Here, we employ spatial transcriptomics to interrogate tissue from a racially diverse TNBC cohort to comprehensively annotate the transcriptional states of spatially resolved cellular populations. A total of 38,706 spatial features from a cohort of 28 sections from 14 patients were analyzed. Intratumoral analysis of spatial features from individual sections revealed heterogeneous transcriptional substructures. However, integrated analysis of all samples resulted in nine transcriptionally distinct clusters that mapped across all individual sections. Furthermore, novel use of join count analysis demonstrated nonrandom directional spatial dependencies of the transcriptionally defined shared clusters, supporting a conserved spatio-transcriptional architecture in TNBC. These findings were substantiated in an independent validation cohort comprising 17,861 spatial features representing 15 samples from 8 patients. Stratification of samples by race revealed race-associated differences in hypoxic tumor content and regions of immune-rich infiltrate. Overall, this study combined spatial and functional molecular analyses to define the tumor architecture of TNBC, with potential implications in understanding TNBC disparities. SIGNIFICANCE: Spatial transcriptomics profiling of a diverse cohort of triple-negative breast cancers and innovative informatics approaches reveal a conserved cellular architecture across cancers and identify proportional differences in tumor cell composition by race.


Assuntos
Transcriptoma , Neoplasias de Mama Triplo Negativas , Humanos , Feminino , Neoplasias de Mama Triplo Negativas/patologia , Perfilação da Expressão Gênica , Negro ou Afro-Americano , Regulação Neoplásica da Expressão Gênica
5.
Gene ; 851: 146965, 2023 Jan 30.
Artigo em Inglês | MEDLINE | ID: mdl-36261090

RESUMO

As a classical molecular marker, microsatellite (simple sequence repeat, SSR) has been widely used in the study of genetics and evolution of mammals. However, there are widespread problems about lack of comparative analysis and low quality of genomic data. Based on high-quality chromosome-level genomes, we compared the SSR distribution patterns of 81 mammals species belonging to 13 orders in evolution landscape. In this study, the number of SSRs decreased with the increase of repetition times, and the terminal of exon/intron were enrichment areas of SSRs. We also found that the proportion and dominant repeat units of each type of P-SSR varied among mammalian branches, which could become the evolutionary dynamics for them to adapt to diverse environmental pressures. In particular, the phylogenetic PCA results demonstrated the particularity of some mammals (Tachyglossus aculeatus and Ornithorhynchus anatinus) in evolutionary status, which was consistent with morphological cognition. Meanwhile, there were significant differences in the GC content of each category of P-SSR across mammalian taxa. Besides, the CVs (coefficient of variations) of the RCNs of trinucleotide and hexanucleotide P-SSRs were at a low level in the exon regions, while the dinucleotide or tetranucleotide P-SSRs were at a high level. Furthermore, the results of functional annotation showed that signal transduction played a pivotal role in mammalian biological activities. In conclusion, our research will help to improve the characteristic information of mammalian SSRs and explore their evolutionary background.


Assuntos
Genoma , Repetições de Microssatélites , Animais , Filogenia , Repetições de Microssatélites/genética , Genoma/genética , Mamíferos/genética , Cromossomos , Genoma de Planta
6.
Genome Med ; 14(1): 25, 2022 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-35227290

RESUMO

BACKGROUND: Cancer cells can proliferate indefinitely through telomere maintenance mechanisms. These mechanisms include telomerase-dependent elongation, mediated by TERT activation, and alternative lengthening of telomeres (ALT), linked to loss of ATRX or DAXX. METHODS: We analyzed the telomeric content of 89,959 tumor samples within the Foundation Medicine dataset and investigated the genomic determinants of high telomeric content, linking them to clinical outcomes, when available. RESULTS: Telomeric content varied widely by disease type with leiomyosarcoma having the highest and Merkel cell carcinoma having the lowest telomeric content. In agreement with previous studies, telomeric content was significantly higher in samples with alterations in TERC, ATRX, and DAXX. We further identified that amplifications in two genes, RAD21 and HGF, were enriched in samples with high telomeric content, which was confirmed using the PCAWG/ICGC dataset. We identified the minimal amplified region associated with high telomeric content for RAD21 (8q23.1-8q24.12), which excludes MYC, and for HGF (7q21.11). Our results demonstrated that RAD21 and HGF exerted an additive telomere lengthening effect on samples with existing alterations in canonical genes previously associated with telomere elongation. Furthermore, patients with breast cancer who harbor RAD21 alterations had poor median overall survival and trended towards higher levels of Ki-67 staining. CONCLUSIONS: This study highlights the importance of the role played by RAD21 (8q23.1-8q24.12) and HGF (7q21.11) in the lengthening of telomeres, supporting unlimited replication in tumors. These findings open avenues for work aimed at targeting this crucial pathway in tumorigenesis.


Assuntos
Neoplasias , Telomerase , Proteínas de Ciclo Celular/genética , Proteínas de Ligação a DNA/genética , Fator de Crescimento de Hepatócito/genética , Fator de Crescimento de Hepatócito/metabolismo , Humanos , Neoplasias/genética , Telomerase/genética , Telômero/genética , Homeostase do Telômero , Proteína Nuclear Ligada ao X/genética
7.
Artigo em Inglês | MEDLINE | ID: mdl-32076598

RESUMO

Cronobacter sakazakii is a food-borne pathogen carried in milk powder that can cause severe bacteremia, enterocolitis, and meningitis in newborns, which can lead to death of newborns. Preventing infection by this pathogen is significant to the health of newborns. Since infants and young children are the main target group of C. sakazakii, it is considered that maternal immunity can enhance the protection of newborns. Previous studies showed that two proteins of C. sakazakii (GroEL and OmpX) exhibited high expression levels and elicited strong immune reactions, suggesting their potential as vaccine candidates. In this study, GroEL and OmpX were recombinantly expressed in Escherichia coli and purified as immunogens to immunize pregnant rats. Three days after birth, the progeny were challenged with C. sakazakii to determine the protective effect of maternal immunity on the offspring. The results showed that immunization during pregnancy decreased bacterial load in the brain and blood, reduced brain and intestine damage, and significantly increased specific antibody titers in the offspring. Immunization with the recombinant proteins significantly increased cytokine levels in the serum of the progeny. The group whose mothers were immunized with OmpX produced more IL-4, while the group whose mothers were immunized with GroEL produced more IFN-γ, indicating that the immunogens enhanced the Th2 and Th1 responses, respectively. However, although the immune response was induced by both proteins, only the offspring of the pregnant rats immunized with OmpX or OmpX/GroEL mixture showed delayed death, possibly because immunization with OmpX led to a stronger humoral immune response in the offspring, suggesting that OmpX was a better vaccine candidate than GroEL. This study first reported that exposure to C. sakazakii proteins during pregnancy could improve the offspring's ability to resist infection caused by this pathogen.


Assuntos
Proteínas da Membrana Bacteriana Externa/imunologia , Vacinas Bacterianas/imunologia , Chaperonina 60/imunologia , Cronobacter sakazakii/imunologia , Infecções por Enterobacteriaceae/prevenção & controle , Imunidade Materno-Adquirida , Animais , Anticorpos Antibacterianos/sangue , Carga Bacteriana , Proteínas da Membrana Bacteriana Externa/genética , Encéfalo/patologia , Chaperonina 60/genética , Cronobacter sakazakii/genética , Cronobacter sakazakii/isolamento & purificação , Cronobacter sakazakii/fisiologia , Citocinas/sangue , Infecções por Enterobacteriaceae/imunologia , Infecções por Enterobacteriaceae/microbiologia , Feminino , Imunogenicidade da Vacina , Intestinos/patologia , Gravidez , Ratos , Proteínas Recombinantes/imunologia , Vacinas Sintéticas/imunologia
8.
Drug Deliv ; 22(1): 58-68, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24725028

RESUMO

PURPOSE: To improve curcumin's pharmacokinetic, in vitro cytotoxicity and release property. METHODS: A novel linear-dendrimer methoxy-poly (ethylene glycol)-b-poly (ε-caprolactone) copolymer was synthesized through O-alkylation, basic hydrolysis and ring-opening polymerization reaction with methoxy-poly (ethylene glycol), epichlorohydrin and ε-caprolactone as raw materials. Its structure was characterized by (1)H-NMR and GPC. The copolymer's hemolysis and micellar encapsulation for curcumin by thin-film hydration were studied. Curcumin-loaded micelles were evaluated by use of in vitro release, FT-IR and X-ray diffraction. Curcumin-loaded micelles' in vitro cytotoxic activities against Hela and HT-29 cells were done, and its pharmacokinetic parameters were also carried out. RESULTS: Curcumin was encapsulated into the micelles with 92.54% of entrapment efficiency and 12.84% of drug loading in amorphous forms. The dissolubility of nanoparticulate curcumin was 1.70 × 10(5) times higher than that of curcumin in water. The obtained copolymer showed no hemolysis. In vitro drug release study indicated that, in all cases, the kinetics was adjusted well to the Makoid-Banakar model ([Formula: see text] = 0.9984). In addition, data were analyzed by the Korsmeyer-Peppas model, n values were 0.43, indicating that the drug release was accomplished by the combination diffusion and polymer chain relaxation. The cytotoxicity experiment indicated that the nanoparticulate curcumin kept up its potent anti-cancer activities. The pharmacokinetic results showed that the MRT0-∞, t1/2z and AUC0-∞ of Curcumin-loaded micelles were 1.64, 6.54 and 4.67 times higher than that of CUR control solution. CONCLUSIONS: The copolymeric micelles loading curcumin might act as a delivery vehicle for CUR.


Assuntos
Curcumina/administração & dosagem , Dendrímeros/química , Sistemas de Liberação de Medicamentos , Poliésteres/química , Polietilenoglicóis/química , Antineoplásicos/administração & dosagem , Antineoplásicos/farmacocinética , Antineoplásicos/farmacologia , Área Sob a Curva , Química Farmacêutica/métodos , Curcumina/farmacocinética , Curcumina/farmacologia , Portadores de Fármacos/química , Liberação Controlada de Fármacos , Células HT29 , Meia-Vida , Células HeLa , Humanos , Micelas , Nanopartículas , Solubilidade , Espectroscopia de Infravermelho com Transformada de Fourier , Difração de Raios X
9.
Zhongguo Dang Dai Er Ke Za Zhi ; 12(7): 536-8, 2010 Jul.
Artigo em Chinês | MEDLINE | ID: mdl-20637151

RESUMO

OBJECTIVE: To investigate the efficacy of hemoperfusion treatment in children with acute tetramine poisoning. METHODS: Thirty-two children aged from 1 to 8 years ( mean 4.6+/-2.4 years) with acute tetramine poisoning received hemoperfusion treatment. Serum tetramine concentrations were measured by gas chromatography before hemoperfusion, 1 and 2 hrs after hemoperfusion initiation and 12 and 24 hrs by the end of hemoperfusion. The median time for full recovery of consciousness and the time to seizure control were observed. RESULTS: Seventeen children received hemoperfusion treatment for one time, 12 for twice, 2 for 4 times and 1 for 3 times. Twenty- seven (84%) cases recovered, 2 (7%) cases improved and 3 (9%) cases died of multi-organ failure. The serum tetramine concentrations 1 and 2 hrs after hrmoperfusion initiation were significantly lower than those before hemoperfusion (P<0.01). The serum tetramine concentrations 12 and 24 hrs by the end of hemoperfusion were also significantly lower than those before hemoperfusion (P<0.01). The median time for full recovery of consciousness and the time to seizure control were 5.4+/-4.2 and 10.1+/-7.3 hrs, respectively. CONCLUSIONS: Hemoperfusion treatment is effective for acute tetramine poisoning in children.


Assuntos
Hidrocarbonetos Aromáticos com Pontes/intoxicação , Hemoperfusão , Doença Aguda , Hidrocarbonetos Aromáticos com Pontes/sangue , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Fatores de Tempo
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