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亚型
  • 文章类型: Journal Article
    背景:隐孢子虫是一种在人类和动物中全球分布的人畜共患原生动物寄生虫。感染在奶牛中普遍存在,尤其是小牛,导致新生儿肠炎,生产损失和高死亡率。然而,隐孢子虫的发生。云南省断奶前后的小牛尚不清楚。
    方法:我们从云南省四个地区的10个不同农场的荷斯坦牛身上收集了498份粪便样本。巢式PCR和DNA测序用于确定感染,隐孢子虫的种类和基因型。在这些动物中。
    结果:隐孢子虫的总体发生率。在荷斯坦小牛中,为32.9%(164/498),断奶前后小牛的患病率分别为33.5%(106/316)和31.9%(58/182),分别。在这些动物中发现了四种隐孢子虫,即C.bovis(n=119),C.parvum(n=23),C.ryanae(n=20)和C.andersoni(n=2)。基于牛梭菌60kDa糖蛋白基因的测序分析,C.parvum和C.ryanae,牛梭菌的六种亚型(XXVIe,XXVIB,XXVif,XXVIaXXVIc和XXVId),parvum的两个亚型(IIdA19G1和IIdA18G1)和Ryanae的四个亚型(XXIf,XXId,确定了XXIe和XXIg)。
    结论:这些结果为了解感染率提供了必要的信息,隐孢子虫的物种多样性和遗传结构.云南省荷斯坦断奶前和断奶后小牛的种群。Further,在C.parvum中存在IIdA18G1和IIdA19G1意味着重大的动物和公共卫生问题,这需要更多的关注和更多的预防措施。
    BACKGROUND: Cryptosporidium is a globally distributed zoonotic protozoan parasite in humans and animals. Infection is widespread in dairy cattle, especially in calves, resulting in neonatal enteritis, production losses and high mortality. However, the occurrence of Cryptosporidium spp. in pre- and post-weaned calves in Yunnan Province remains unclear.
    METHODS: We collected 498 fecal samples from Holstein calves on 10 different farms in four regions of Yunnan Province. Nested PCR and DNA sequencing were used to determine the infection, species and genotypes of Cryptosporidium spp. in these animals.
    RESULTS: The overall occurrence of Cryptosporidium spp. in Holstein calves was 32.9% (164/498), and the prevalence in pre- and post-weaned calves was 33.5% (106/316) and 31.9% (58/182), respectively. Four Cryptosporidium species were identified in these animals, namely C. bovis (n = 119), C. parvum (n = 23), C. ryanae (n = 20) and C. andersoni (n = 2). Based on sequencing analysis of the 60 kDa glycoprotein gene of C. bovis, C. parvum and C. ryanae, six subtypes of C. bovis (XXVIe, XXVIb, XXVIf, XXVIa XXVIc and XXVId), two subtypes of C. parvum (IIdA19G1 and IIdA18G1) and four subtypes of C. ryanae (XXIf, XXId, XXIe and XXIg) were identified.
    CONCLUSIONS: These results provide essential information to understand the infection rate, species diversity and genetic structure of Cryptosporidium spp. populations in Holstein pre-weaned and post-weaned calves in Yunnan Province. Further, the presence of IIdA18G1 and IIdA19G1 in C. parvum implies significant animal and public health concerns, which requires greater attention and more preventive measures.
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  • 文章类型: Journal Article
    基底细胞癌(BCC)在组织学上分为确定治疗决定的亚型。microRNAs(miRs)是短的非编码RNA,可以作为诊断生物标志物。我们调查了特定miRs是否可以区分BCC亚型。我们对55个存档的BCC和9个对照皮肤标本的miRs进行了测序,然后通过qRT-PCR测定法在第二个BCC队列中验证了这些miRs(18个浅表,16个结节,15浸润性)和对照皮肤(n=12)。将单个miR的表达值标准化为miR-16-5p,这是对照皮肤和BCC样品中最少的变体。我们发现(i)与对照皮肤相比,所有BCC亚型中的miR-383-5p和miR-145-5p均下调,(ii)与侵袭性(结节/浸润性)BCC相比,miR-181c-5p在浅表中下调,和(iii)与浅表/结节性BCC相比,miR-22-5p和miR-708-5p在浸润性中上调,并且与结节性BCC相比,miR-30c-5p在浸润性中下调。接收器工作特性分析表明,这些miRs具有出色的区分BCC和对照皮肤的能力(曲线下面积,0.94-0.98),而区分浅层亚型和侵入性亚型的能力不太稳健(曲线下面积,0.7-0.8)。未来的前瞻性研究可能会确定这些miR作为诊断性生物标志物的实用性,以指导BCC的活检和治疗。
    Basal cell carcinoma (BCC) is classified histologically into subtypes that determine treatment decisions. MicroRNAs (miRs) are short noncoding RNAs that may serve as diagnostic biomarkers. We investigated if particular miRs could distinguish BCC subtypes. We sequenced miRs from 55 archival BCC and 9 control skin specimens and then validated these miRs by qRT-PCR assay on a second BCC cohort (18 superficial, 16 nodular, 15 infiltrative) and control skin (n = 12). Expression values for individual miRs were normalized to miR-16-5p, which was the least variant among the control skin and BCC samples. We found that (i) miR-383-5p and miR-145-5p are downregulated in all BCC subtypes compared with control skin, (ii) miR-181c-5p is downregulated in superficial compared with invasive (nodular/infiltrative) BCC, and (iii) miR-22-5p and miR-708-5p are upregulated in infiltrative compared with superficial/nodular BCC and miR-30c-5p is downregulated in infiltrative compared with nodular BCC. Receiver operating characteristic analysis demonstrated excellent capacity of these miRs to discriminate between BCC and control skin (area under the curve, 0.94-0.98), whereas the capacity to discriminate between superficial and invasive subtypes was less robust (area under the curve, 0.7-0.8). Future prospective studies may determine the utility of these miRs as diagnostic biomarkers to guide biopsy and treatment of BCC.
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  • 文章类型: Journal Article
    广西的艾滋病病例和死亡率很高,这突显了研究该地区HIV-1遗传多样性对疾病进展的影响的紧迫性。2016年1月至2021年12月纳入初诊HIV-1患者,每半年进行一次随访和CD4+T淋巴细胞检测,直至2022年12月。采用多因素logistic回归分析治疗前CD4+T淋巴细胞计数的影响因素,同时采用局部加权回归模型(LOESS)和广义估计方程模型(GEE)评估影响CD4+T淋巴细胞恢复的因素。Cox回归分析用于检查亚型对生存风险的影响。此外,HIV-1env序列用于预测CXCR4和CCR5受体。该研究涵盖了1867个具有pol序列的个体和281个具有env序列的个体。我们的研究结果表明,年龄超过30岁,离婚/丧偶,农民,异性感染,CRF01_AE,长期感染,治疗前病毒载量>10000拷贝/ml是治疗前CD4+T淋巴细胞下降风险较高的相关因素。具体来说,男性,年龄超过30岁,异性感染(HET),长期感染,CRF01_AE,和治疗前CD4T细胞计数低于350/µL被确定为阻碍CD4+T淋巴细胞恢复的危险因素。与CRF07_BC和CRF55_01B相比,感染CRF01_AE的个体的治疗前CD4+T淋巴细胞计数和恢复较低。此外,CRF01_AE和CRF08_BC亚型的死亡率高于CRF07_BC,CRF55_01B,和其他亚型。值得注意的是,CRF01_AE显示最高百分比的CXCR4亲和力比。这项研究揭示了HIV-1基因多样性对CD4+T淋巴细胞动力学和临床结果的复杂影响。突出了广西艾滋病病毒感染的多面性,为该地区HIV感染者的亚型特异性疾病进展提供了新的见解。
    The high proportion of AIDS cases and mortality rates in Guangxi underscores the urgency to investigate the influence of HIV-1 genetic diversity on disease progression in this region. Newly diagnosed HIV-1 patients were enrolled from January 2016 to December 2021, and the follow-up work and detection of CD4+T lymphocytes were carried out every six months until December 2022. Multivariate logistic regression was used to analyze the factors affecting pre-treatment CD4+T lymphocyte counts, while local weighted regression models (LOESS) and generalized estimating equation models (GEE) were conducted to assess factors influencing CD4+T Lymphocyte Recovery. Cox regression analysis was utilized to examine the impact of subtypes on survival risk. Additionally, HIV-1 env sequences were utilized for predicting CXCR4 and CCR5 receptors. The study encompassed 1867 individuals with pol sequences and 281 with env sequences. Our findings indicate that age over 30, divorced/widowed, peasant, heterosexual infection, CRF01_AE, long-term infection, and Pre-treatment Viral load >10000 copies/ml were factors associated with higher risk for pre-treatment CD4+T lymphocyte decline. Specifically, male gender, age over 30, heterosexual infection (HETs), long-term infection, CRF01_AE, and Pre-treatment CD4 T cell counts below 350/µL were identified as risk factors impeding CD4+T lymphocyte recovery. Pre-treatment CD4+T lymphocyte counts and recovery in individuals infected with CRF01_AE were lower compared to CRF07_BC and CRF55_01B. Additionally, CRF01_AE and CRF08_BC subtypes exhibited higher mortality rates than CRF07_BC, CRF55_01B, and other subtypes. Notably, CRF01_AE demonstrated the highest percentage of CXCR4 affinity ratios. This research unveils the intricate influence of HIV-1 gene diversity on CD4+T lymphocyte dynamics and clinical outcomes. It highlights the multifaceted nature of HIV infection in Guangxi, providing novel insights into subtype-specific disease progression among HIV-infected individuals in this region.
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  • 文章类型: Journal Article
    背景:浸润性尿路上皮癌(InvUC)患者需要改进的治疗方法。针对分子亚型的定制治疗有望实现,但需要进一步研究,包括临床前动物模型的研究。自然发生的犬InvUC具有腔和基底亚型,模仿那些在人类身上观察到的,并且可以为人类的疾病提供相关的模型。
    目的:为了进一步验证犬InvUC模型,确定了与犬的腔和基底亚型相关的临床和肿瘤特征,与人类的发现相比。
    方法:对来自四只正常狗的56只犬InvUC组织和膀胱粘膜进行RNA测序(RNA-seq)分析。将数据与CanFam3.1比对,并鉴定差异表达的基因。用定义腔和基底亚型的基因组询问数据,免疫特征,和其他肿瘤特征。受试者和肿瘤特征,结果数据来自医疗记录.
    结果:29个肿瘤被分类为管腔肿瘤,27个肿瘤被分类为基底亚型。在RNA-seq分析中,基底肿瘤与免疫浸润(OR52.22,95CI4.68-582.38,P=0.001)和癌症进展特征密切相关,更高级的临床阶段,探索性分析中远处转移的早期发作(P=0.0113)。管腔肿瘤与InvUC高危品种密切相关(OR0.06,95CI0.01-0.37,P=0.002),非免疫浸润特征,和不那么先进的临床阶段。
    结论:患有InvUC的狗可以为在分子亚型和免疫状态的背景下测试新的治疗策略提供有价值的模型,以及寻找影响InvUC发病和亚型的种系变异。
    BACKGROUND: Improved therapies are needed for patients with invasive urothelial carcinoma (InvUC). Tailoring treatment to molecular subtypes holds promise, but requires further study, including studies in pre-clinical animal models. Naturally-occurring canine InvUC harbors luminal and basal subtypes, mimicking those observed in humans, and could offer a relevant model for the disease in people.
    OBJECTIVE: To further validate the canine InvUC model, clinical and tumor characteristics associated with luminal and basal subtypes in dogs were determined, with comparison to findings from humans.
    METHODS: RNA sequencing (RNA-seq) analyses were performed on 56 canine InvUC tissues and bladder mucosa from four normal dogs. Data were aligned to CanFam 3.1, and differentially expressed genes identified. Data were interrogated with panels of genes defining luminal and basal subtypes, immune signatures, and other tumor features. Subject and tumor characteristics, and outcome data were obtained from medical records.
    RESULTS: Twenty-nine tumors were classified as luminal and 27 tumors as basal subtype. Basal tumors were strongly associated with immune infiltration (OR 52.22, 95%CI 4.68-582.38, P = 0.001) and cancer progression signatures in RNA-seq analyses, more advanced clinical stage, and earlier onset of distant metastases in exploratory analyses (P = 0.0113). Luminal tumors were strongly associated with breeds at high risk for InvUC (OR 0.06, 95%CI 0.01 -0.37, P = 0.002), non-immune infiltrative signatures, and less advanced clinical stage.
    CONCLUSIONS: Dogs with InvUC could provide a valuable model for testing new treatment strategies in the context of molecular subtype and immune status, and the search for germline variants impacting InvUC onset and subtype.
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  • 文章类型: Journal Article
    目的:干眼症(DED)的当前子分类是房水缺乏(ADDE)和蒸发(EDE)形式,但是用于定义这些临床特征缺乏一致性。这项研究使用临床数据来告知ADDE和EDE亚分类的截止值,以便对两种DED亚型的流行病学进行更一致的研究。
    方法:这项研究招募了来自英国的261名居民,从人口统计学代表人群的队列中提取(平均42.4±18.7年,56%的女性)。TFOSDEWSII诊断标准用于识别DED患者。睑板腺丢失/脱落(从睑板图),脂质层厚度(LLT-来自Guillon-Keeler量表上分级的干涉测量),和泪液半月板高度(TMH-角膜描记器5M)以及泪液蒸发(DelfinVapometer)用于表征子分类。使用干眼危险因素调查来评估与每种DED亚型相关的危险因素。
    结果:与未诊断为DED的个体相比,EDE的特征是睑板腺丧失的迹象>28%,LLT等级<3,撕裂蒸发>46g/m2/h。相比之下,ADDE的最佳特征在于减小的TMH<0.2mm。基于这些标准,ADDE的患病率为6.2%,EDE为64.2%,11.1%表现出ADDE和EDE的特征,尽管有DED诊断,但仍有18.5%未分类。佩戴隐形眼镜和使用电脑是ADDE的危险因素(p<0.05)。而年龄是EDE的积极危险因素(p<0.01)。睑板腺损失(发生在27.9%)是EDE中最常见的体征。
    结论:DED的数据驱动分类证实了蒸发形式是最普遍的,并确定了在一般的英国人口中,在16例DED中仅有约1例发生ADDE。
    OBJECTIVE: The current subclassifications of dry eye disease (DED) are aqueous deficient (ADDE) and evaporative (EDE) forms, but there lacks consistency in the clinical characteristics used to define each of these. This study used clinical data to inform cut-off values for the subclassification of ADDE and EDE, to allow more consistent study of the epidemiology of both DED subtypes.
    METHODS: The study enrolled 261 residents from the UK, extracted from a cohort with demographics representing the population (mean 42.4 ± 18.7 years, 56 % females). The TFOS DEWS II diagnostic criteria were used to identify those with DED. Meibomian gland loss/drop-out (from meibography), lipid layer thickness (LLT - from interferometry graded on the Guillon-Keeler scale), and tear meniscus height (TMH - Keratograph 5M) along with tear evaporation (Delfin Vapometer) were used to characterise the subclassification. The Dry Eye Risk Factor Survey was used to assess risk factors associated with each DED subtype.
    RESULTS: Compared to individuals who were not diagnosed with DED, EDE was characterized by signs of meibomian gland loss of > 28 %, LLT grade < 3 and tear evaporation > 46 g/m2/h. In contrast, ADDE was best characterized by a reduced TMH < 0.2 mm. Based on these criteria, the prevalence of ADDE was 6.2 %, EDE was 64.2 %, and 11.1 % exhibited features of both ADDE and EDE, with 18.5 % unclassified despite having a DED diagnosis. Contact lens wear and computer use were risk factors for ADDE (p < 0.05), whereas age was a positive risk factor for EDE (p < 0.01). Meibomian gland loss (occurring in 27.9 %) was the most commonly observed sign in EDE.
    CONCLUSIONS: Data driven-classification of DED confirms that the evaporative form is most prevalent and identified that in a generalisable UK population, ADDE alone occurs only in approximately 1 in 16 cases of DED.
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  • 文章类型: Journal Article
    糖酵解活性和乳酸产生增加是三阴性乳腺癌(TNBC)的特征性特征。这项研究的目的是确定乳酸反应基因(LRGs)的子集是否可用于对TNBC亚型进行分类并预测患者预后。
    最初在不同的乳腺癌(BC)细胞类型中测量乳酸水平。随后,将用2-脱氧-d-葡萄糖或1-乳酸处理的MDA-MB-231细胞进行RNA测序(RNA-seq)。利用基因集变异分析算法计算乳酸反应性评分,进行差异分析,并建立与免疫浸润程度的关联。然后采用共识聚类对TNBC患者进行分类。肿瘤免疫功能障碍和排斥,cibersort,单样本基因集富集分析,和EPIC,用于比较TNBC亚型之间的肿瘤浸润免疫细胞并预测对免疫疗法的反应。此外,通过结合98种机器学习算法开发了一个预后模型,评估LRG特征的预测意义。还评估了免疫浸润和免疫疗法反应的预测价值。最后,根据表达谱相似性原则,研究了乳酸与各种抗癌药物之间的关联。
    我们发现TNBC细胞的乳酸水平明显高于其他BC细胞系。通过RNA-seq,我们在不同乳酸水平的TNBC细胞中鉴定出14种差异表达的LRGs.值得注意的是,这个LRG特征与白细胞介素-17信号通路失调有关,提示乳酸代谢和免疫损伤之间的联系。此外,LRG签名用于将TNBC分类为两个不同的亚型,其中亚型A以免疫抑制为特征,而B型以免疫激活为特征。
    我们在TNBC中确定了LRG签名,这可用于预测TNBC患者的预后和评估他们对免疫治疗的反应。我们的发现可能有助于指导TNBC患者的精确治疗。
    UNASSIGNED: Increased glycolytic activity and lactate production are characteristic features of triple-negative breast cancer (TNBC). The aim of this study was to determine whether a subset of lactate-responsive genes (LRGs) could be used to classify TNBC subtypes and predict patient outcomes.
    UNASSIGNED: Lactate levels were initially measured in different breast cancer (BC) cell types. Subsequently, MDA-MB-231 cells treated with 2-Deoxy-d-glucose or l-lactate were subjected to RNA sequencing (RNA-seq). The gene set variation analysis algorithm was utilized to calculate the lactate-responsive score, conduct a differential analysis, and establish an association with the extent of immune infiltration. Consensus clustering was then employed to classify TNBC patients. Tumor immune dysfunction and exclusion, cibersort, single-sample gene set enrichment analysis, and EPIC, were used to compare the tumor-infiltrating immune cells between TNBC subtypes and predict the response to immunotherapy. Furthermore, a prognostic model was developed by combining 98 machine learning algorithms, to assess the predictive significance of the LRG signature. The predictive value of immune infiltration and the immunotherapy response was also assessed. Finally, the association between lactate and various anticancer drugs was examined based on expression profile similarity principles.
    UNASSIGNED: We found that the lactate levels of TNBC cells were significantly higher than those of other BC cell lines. Through RNA-seq, we identified 14 differentially expressed LRGs in TNBC cells under varying lactate levels. Notably, this LRG signature was associated with interleukin-17 signaling pathway dysregulation, suggesting a link between lactate metabolism and immune impairment. Furthermore, the LRG signature was used to categorize TNBC into two distinct subtypes, whereby Subtype A was characterized by immunosuppression, whereas Subtype B was characterized by immune activation.
    UNASSIGNED: We identified an LRG signature in TNBC, which could be used to predict the prognosis of patients with TNBC and gauge their response to immunotherapy. Our findings may help guide the precision treatment of patients with TNBC.
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  • 文章类型: Journal Article

    了解肿瘤微环境在确定乳腺癌亚型分子标志物中的关键作用在诊断和治疗中非常重要。因此,在肿瘤微环境(TME)的控制下,管腔状态的相互转换及其特异性标志物改变的可能性,特别是癌症相关成纤维细胞(CAFs)值得进一步研究。
    为了激活正常人成纤维细胞,使用液体覆盖技术或止血技术,并表达α-SMA蛋白,CAFs标记,在成纤维细胞球体中通过印迹测量。管腔A,MCF-7和腔B,将MDA-MB361细胞系用正常和球形/活化的成纤维细胞条件培养基处理48小时。通过倒置光学显微镜评估腔A和B细胞的形态变化,并通过形状因子公式进行分析。此外,化学敏感性,扩散,并通过MTT法分别评估ER相关基因和增殖基因表达水平的变化,Ki67表达免疫荧光测定,实时PCR和膜联蛋白V-FITC技术。
    激活(球形)成纤维细胞,表达αSMA标记比单层培养的成纤维细胞多两倍。我们的研究表明,用条件培养基处理后,腔A和B细胞系的IC50显着增加,特别是在用球形条件培养基处理的组中。使用形状因子公式研究形态变化表明,通过增加暴露时间,在腔A和B亚型中获得间充质特征具有更大的侵略性。用成纤维细胞和球形旁分泌体处理后,观察到Ki67表达的变化。来自Ki67测定的驱动数据通过管腔A中Ki67表达升高和管腔B中Ki67表达降低来支持管腔A和B的相互转换。基因表达分析显示,用条件培养基处理的两种管腔类型中的抗凋亡Bcl2基因表达已经增加,尽管在管腔A(CFM7)和管腔B(MDA-MB361)亚型之间的ER相关和增殖基因的表达没有互换,AnnexinV-FITC流式细胞术检测结果表明,与对照组相比,用成纤维细胞和球形条件培养基处理组的早期和晚期凋亡细胞数量均减少.
    在成纤维细胞的旁分泌作用下,乳腺癌的管腔A(MCF7)和管腔B(MDA-MB)亚型均获得侵袭性,抗凋亡,和化学抗性特征,其主要通过模拟CAF的活化(球状)成纤维细胞条件培养基增加。没有强有力的证据证明管腔A和管腔B在乳腺癌分子亚型之间具有更多的相似性。

    UNASSIGNED: Understanding the key role of the tumor microenvironment in specifying molecular markers of breast cancer subtypes is of a high importance in diagnosis and treatment. Therefore, the possibility of interconversion of luminal states and their specific markers alteration under the control of tumor microenvironment (TME), particularly cancer-associated fibroblasts (CAFs) deserves to be further investigated.
    UNASSIGNED: To activate normal human fibroblasts, liquid overlay technique or nemosis was used and α-SMA protein expression, CAFs marker, in fibroblastic spheroids was measured by blotting. The luminal A, MCF-7, and luminal B, MDA-MB 361, cell lines were treated with normal and spheroidal/activated fibroblast conditioned medium for 48 hours. The morphological changes of both luminal A and B cells were evaluated by invert light microscopy and analyzed through the shape factor formula. Moreover, chemo-sensitivity, proliferation, and changes in ER-related and proliferative genes expression levels were assessed respectively via MTT assay, Ki67 expression Immunofluorescence assay, real time PCR and Annexin V-FITC techniques.
    UNASSIGNED: Activated (spheroidal) fibroblasts, expressed αSMA marker two folds more than monolayer cultured fibroblasts. Our study indicated a significant increase in IC50 of both luminal A and B cell lines after being treated with conditioned medium particularly in treated group with spheroidal conditioned medium. Studying Morphological changes using shape factor formula demonstrated more aggressiveness with gaining mesenchymal features in both luminal A and B subtypes by increasing exposure time. Changes in the expression of Ki67 were observed following treatment with fibroblastic and spheroidal paracrine secretome. Driven Data from Ki67 assay supports the luminal A and B interconversion by elevated Ki67 expression in luminal A and lowered Ki67 expression in luminal B. Gene expression analysis revealed that anti-apoptotic Bcl2 gene expression in both luminal types treated with condition medium has been increased though there has seen no interchange in expression of ER-related and proliferative genes between luminal A (MCF7) and luminal B (MDA-MB361) subtypes, the results of Annexin V-FITC flow cytometry test indicated a decrease in the population of both early and late apoptotic cells in groups treated with both fibroblastic and spheroidal condition medium compared to of control group.
    UNASSIGNED: Under the paracrine influence of fibroblast cells, both luminal A (MCF7) and luminal B (MDA-MB) subtypes of breast cancer gained invasive, anti-apoptotic, and chemoresistance features which are mostly increased by activated(spheroidal) fibroblasts conditioned medium mimicking CAFs. There was no strong proof for interconversion of luminal A and luminal B which share more similarities among breast cancer molecular subtypes.
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  • 文章类型: Journal Article
    缺血性中风是世界范围内死亡的主要原因。缺血性卒中的正确病因分型对于定制治疗策略至关重要。这项研究探索了包封在细胞外囊泡中的循环microRNAs(EV-miRNAs)用于区分以下缺血性卒中亚型:大动脉粥样硬化(LAA),心源性卒中(CES),和小动脉闭塞(SAO)。使用下一代测序(NGS)和机器学习技术,我们鉴定了与每个亚型相关的差异表达miRNA(DEM)。通过患者选择和诊断评估,对70例急性缺血性卒中患者进行了分类:LAA组24例,在SAO组中有24人,和22在CES组。我们的发现揭示了各组之间不同的EV-miRNA谱,表明它们作为诊断标记的潜力。机器学习模型,特别是逻辑回归模型,亚型鉴别的诊断准确率高达92%。多个miRNA的集体影响比单个miRNA的集体影响更重要。此外,生物信息学分析已经阐明了DEM在中风病理生理学中的功能意义,提供对潜在机制的见解。尽管有样本量限制和回顾性设计等限制,我们的研究强调了EV-miRNA与机器学习相结合用于缺血性卒中亚型分类的前景.需要进一步的研究来验证所鉴定的EV-miRNA生物标志物在中风患者中的临床实用性。
    Ischemic stroke is a major cause of mortality worldwide. Proper etiological subtyping of ischemic stroke is crucial for tailoring treatment strategies. This study explored the utility of circulating microRNAs encapsulated in extracellular vesicles (EV-miRNAs) to distinguish the following ischemic stroke subtypes: large artery atherosclerosis (LAA), cardioembolic stroke (CES), and small artery occlusion (SAO). Using next-generation sequencing (NGS) and machine-learning techniques, we identified differentially expressed miRNAs (DEMs) associated with each subtype. Through patient selection and diagnostic evaluation, a cohort of 70 patients with acute ischemic stroke was classified: 24 in the LAA group, 24 in the SAO group, and 22 in the CES group. Our findings revealed distinct EV-miRNA profiles among the groups, suggesting their potential as diagnostic markers. Machine-learning models, particularly logistic regression models, exhibited a high diagnostic accuracy of 92% for subtype discrimination. The collective influence of multiple miRNAs was more crucial than that of individual miRNAs. Additionally, bioinformatics analyses have elucidated the functional implications of DEMs in stroke pathophysiology, offering insights into the underlying mechanisms. Despite limitations like sample size constraints and retrospective design, our study underscores the promise of EV-miRNAs coupled with machine learning for ischemic stroke subtype classification. Further investigations are warranted to validate the clinical utility of the identified EV-miRNA biomarkers in stroke patients.
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  • 文章类型: Journal Article
    人41型腺病毒(HAdV-F41)通常引起儿科胃肠炎。然而,据报道,这与COVID-19大流行期间儿科重症急性病因不明肝炎(SAHUA)的暴发有关.在这项研究中,我们调查了2017年至2022年广州市37,920例小儿胃肠炎患者肠道HAdV-F41的患病率,中国。在“零COVID”期间,所有儿童的SARS-CoV-2检测均为阴性。患儿的主要临床症状为腹泻(96.5%)。未发现死亡或肝脏异常症状。在COVID-19大流行一年后的2021年,HAdV-F41的患病率突然从3.71%上升到8.64%(P<0.001)。根据HAdV-F41的四个衣壳基因的系统发育聚类排列,将全世界流行的所有HAdV-F41分为八种不同的亚型(G1-G8)。G3是主要亚型(56.2%;77/137)。来自SAHUA病例的CRV5分离株属于该亚型,其中在广州和CRV5分离株中都鉴定了短纤维旋钮中的N312D和H335D突变,推测通过与硫酸肝素(HS)受体直接相互作用来改变病毒的嗜性。此外,一种新的重组G6亚型,在这项研究中首次发现了这种独特的,仅在中国流通。这是首次强调中国COVID-19大流行期间小儿胃肠炎病例中HAdV-F41患病率的研究。HAdV-F41的临床和病毒进化发现提供了对HAdV-F41感染儿童的临床特征以及HAdV-F41在SAHUA病因中的不确定作用的见解。
    Human adenovirus type 41 (HAdV-F41) usually causes pediatrics gastroenteritis. However, it was reported to be associated with the outbreaks of severe acute hepatitis of unknown aetiology (SAHUA) in pediatrics during COVID-19 pandemic. In this study, we investigated the prevalence of enteric HAdV-F41 in 37,920 paediatric gastroenteritis cases from 2017 to 2022 in Guangzhou, China. All children presented were tested negative for SARS-CoV-2 during the \"zero-COVID\" period. The main clinical symptom of the children was diarrhea (96.5%). No fatalities nor liver abnormal symptoms was found. In 2021, one year since the pandemic of COVID-19, the prevalence of HAdV-F41 abruptly increased from 3.71% to 8.64% (P < 0.001). All of HAdV-F41 circulating worldwide were classified into eight different subtypes (G1-G8) based on the phylogenetic clustering permutation of the four capsid genes of HAdV-F41. G3 was the predominant subtype (56.2%; 77/137). CRV5 isolates from SAHUA cases belong to this subtype, in which N312D and H335D mutations in the short fiber knob were identified in both Guangzhou and CRV5 isolates, presumably changing the virus tropism by directly interacting with the heparin sulfate (HS) receptor. Additionally, a novel recombinant G6 subtype, which is unique and only circulating in China was first identified in this study. This is the first study highlighting the prevalence of HAdV-F41 in paediatric cases of gastroenteritis during COVID-19 pandemic in China. The clinical and viral evolution finding of HAdV-F41 provide insight into the clinical characteristics of children with HAdV-F41 infections as well as the uncertain role of HAdV-F41 in the cause of SAHUA.
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  • 文章类型: Journal Article
    全面调查重庆市男男性行为者(MSM)HIV-1基因型的分子传播模式,我们使用392个MSM的pol序列构建了系统进化树和基因传递网络。在病毒亚型中,CRF07_BC占73.2%(287/392),CRF01_AE占20.7%(81/392),在这项调查中成为主要的亚型。此外,我们观察到CRF55_01B的存在,亚型B,CRF08_BC和其他循环重组形式。构建了基因距离阈值为1.5%的HIV-1分子网络,结果进入率为61.4%(241/392)。在网络中,我们确定了总共23个分子簇,其中最大的簇是包含148个节点值的CRF07_BC分子簇。在4.34%的病例中发现了传播的耐药(TDR)突变,1.79%与蛋白酶抑制剂(PIs)相关,0.51%与核苷逆转录酶抑制剂(NRTIs),和2.55%的非核苷逆转录酶抑制剂(NNRTIs)。统计分析表明,在感染CRF07_BC亚型的个体中,HIV-1分子网络的入学率较高,那些认同同性性行为的人,“以及受过高等教育的个人。这表明需要加强对该人群的调查和干预,以防止形成更大的传播群。此外,持续监测HIV-1分子动力学网络对于及时准确地追踪分子流行特征的变化是必要的.
    To comprehensively investigate the molecular transmission patterns of HIV-1 genotypes among men who have sex with men (MSM) in Chongqing, we employed 392 pol sequences of MSM to construct a phylogenetic tree and gene transmission network. Among the viral subtypes, CRF07_BC accounted for 73.2% (287/392) and CRF01_AE accounted for 20.7% (81/392), emerging as the predominant subtypes in this investigation. Additionally, we observed the presence of CRF55_01B, subtype B, CRF08_BC and other circulating recombinant forms. The HIV-1 molecular network was constructed with a gene distance threshold of 1.5%, resulting in an entry rate of 61.4% (241/392). Within the network, we identified a total of 23 molecular clusters, with the largest cluster being the CRF07_BC molecular cluster comprising 148 node values. Transmitted drug-resistance (TDR) mutations were found in 4.34% of the cases, with 1.79% associated with protease inhibitors (PIs), 0.51% with nucleoside reverse transcriptase inhibitors (NRTIs), and 2.55% with non-nucleoside reverse transcriptase inhibitors (NNRTIs). Statistical analysis indicated a higher enrollment rate in the HIV-1 molecular network among infected individuals with the CRF07_BC subtype, those identifying with same-sex sexual roles as \"vers,\" and individuals with higher education levels. This suggests the need for strengthened investigation and intervention in this population to prevent the formation of larger transmission clusters. Furthermore, continuous monitoring of the HIV-1 molecular dynamics network is necessary to promptly and accurately track changes in molecular epidemic characteristics.
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