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Vaginal anaerobes are associated with cervicitis: A case-control study 阴道厌氧菌与宫颈炎有关:一项病例对照研究。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-27 DOI: 10.1016/j.jinf.2024.106210
Erica L. Plummer , Lenka A. Vodstrcil , Jennifer A. Danielewski , Gerald L. Murray , Michelle L. Doyle , Rosie L. Latimer , Christopher K. Fairley , Eric P.F. Chow , Suzanne M. Garland , Catriona S. Bradshaw

Objectives

Cervicitis is associated with important reproductive sequelae. Primary causes include chlamydia and gonorrhoea, but a known sexually transmitted infection (STI) is not identified in >50% of cases (i.e. STI-negative cervicitis). Bacterial vaginosis (BV) and specific BV-associated bacteria have also been associated with cervicitis, but data are limited. We investigated the association between STI-negative cervicitis and vaginal microbiota composition.

Methods

This was a case-control sub-study of the OhMG study conducted at the Melbourne Sexual Health Centre. Cases were women with cervicitis who tested negative for STIs (STI-negative cervicitis, n = 64). Controls were STI-negative asymptomatic women attending for STI-screening (n = 128). The vaginal microbiota was characterised using 16S rRNA gene sequencing. Vaginal community state types were compared between cases and controls using logistic regression. Differential abundance analysis was performed to identify taxa associated with STI-negative cervicitis.

Results

STI-negative cervicitis cases were more likely than controls to have a Lactobacillus-deficient non-optimal microbiota (adjusted-odds-ratio 2.55, 95% CI 1.18–5.50). Compared to controls, cases had increased abundance of four BV-associated bacteria (Gardnerella, Fannyhessea vaginae, Prevotella bivia, Dialister micraerophilus) and decreased abundance of optimal lactobacilli.

Conclusions

We report a positive association between non-optimal vaginal microbiota composition and STI-negative cervicitis. Specific anaerobic BV-associated bacteria may represent infectious causes of cervicitis.

目的:宫颈炎与重要的生殖后遗症有关。主要病因包括衣原体和淋病,但在超过 50% 的病例(即性传播感染阴性宫颈炎)中未发现已知的性传播感染 (STI)。细菌性阴道病(BV)和特定的 BV 相关细菌也与宫颈炎有关,但数据有限。我们研究了性传播感染阴性宫颈炎与阴道微生物群组成之间的关系:这是墨尔本性健康中心开展的 OhMG 研究的一项病例对照子研究。病例为患有宫颈炎但性传播感染检测呈阴性的女性(性传播感染阴性宫颈炎,n=64)。对照组为接受性传播感染筛查的性传播感染阴性无症状妇女(128 人)。阴道微生物群的特征采用 16S rRNA 基因测序法。利用逻辑回归比较了病例和对照组的阴道群落状态类型。进行丰度差异分析以确定与性传播感染阴性宫颈炎相关的类群:结果:与对照组相比,性传播感染阴性宫颈炎病例更有可能存在乳酸杆菌缺乏的非最佳微生物群(调整后的比例为 2-55,95%CI 为 1-18-5-50)。与对照组相比,病例中四种与 BV 相关的细菌(加德纳菌、阴道扇贝菌、双子叶普雷沃特氏菌、嗜酸乳杆菌)的数量增加,而最佳乳酸杆菌的数量减少:我们报告了非最佳阴道微生物群组成与性传播感染阴性宫颈炎之间的正相关关系。特定的厌氧性 BV 相关细菌可能是宫颈炎的感染性原因。
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引用次数: 0
Impact of COVID-19 restrictions on the incidence of respiratory viruses in two British Antarctic Survey bases COVID-19 限制措施对英国南极考察队两个基地呼吸道病毒发病率的影响。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-27 DOI: 10.1016/j.jinf.2024.106196
Rebecca Boys, Jenna Plank, Paul Bird, Oliver Fletcher, Chloe Gundersen, Georgina Taylor, Halima Degia, Rosalina Ferreira, Christopher W Holmes, Michael Dinn, Jonathon Lowe, Julian W Tang
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引用次数: 0
Efficacy and safety of respiratory syncytial virus prefusion F protein vaccines in adults 成人呼吸道合胞病毒预融合 F 蛋白疫苗的有效性和安全性。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-26 DOI: 10.1016/j.jinf.2024.106211
Zhanwei Du , Shuqi Wang , Ruohan Chen , Songwei Shan , Yuan Bai , Lin Wang, Eric H.Y. Lau, Peng Wu, Benjamin J. Cowling
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引用次数: 0
Inclusion of racial and ethnic groups in clinical trials for COVID-19 and post-acute COVID-19 syndrome: An analysis of studies registered on ClinicalTrials.gov 将种族和民族群体纳入 COVID-19 和急性 COVID-19 后综合征的临床试验:对在 ClinicalTrials.gov 上注册的研究的分析。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-20 DOI: 10.1016/j.jinf.2024.106207
Aasiya Chaka , Daniel Pan , Mohannad Irshad, Humayra Piranie, Molly Wells, Zainab Lal, Amani Al-Oraibi, Paul Bird, Joshua Nazareth, Shirley Sze, Pip Divall, Charlie S. Sullivan, Ben E. Appleby, Lucy Teece, Christopher A. Martin, Jatin Naidu, Laura B. Nellums, Laura J. Gray, Kamlesh Khunti, Manish Pareek
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引用次数: 0
Repeated Omicron infection dampens immune imprinting from previous vaccination and induces broad neutralizing antibodies against Omicron sub-variants 反复感染奥米克龙会抑制先前接种的免疫印记,并诱导针对奥米克龙亚变种的广泛中和抗体。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-20 DOI: 10.1016/j.jinf.2024.106208
Xiaohua Gong , Ling Peng , Fuxiang Wang , Jiexiang Liu , Yimin Tang , Yun Peng , Shiyu Niu , Juzhen Yin , Liping Guo , Hongzhou Lu , Yingxia Liu , Yang Yang

Objective

Similar with influenza virus, antigenic drift is highly relevant to SARS-CoV-2 evolution, and immune imprinting has been found to limit the performance of updated vaccines based on the emerging variants of SARS-CoV-2. We aimed to investigate whether repeated exposure to Omicron variant could reduce the immune imprinting from previous vaccination.

Methods

A total of 194 participants with different status of vaccination (unvaccinated, regular vaccination and booster vaccination) confirmed for first infection and re-infection with BA.5, BF.7 and XBB variants were enrolled, and the neutralizing profiles against wild type (WT) SARS-CoV-2 and Omicron sub-variants were analyzed.

Results

Neutralizing potency against the corresponding infected variant is significantly hampered along with the doses of vaccination during first infection. However, for the participants with first infection of BA.5/BF.7 variants and re-infection of XBB variant, immune imprinting was obviously alleviated, indicated as significantly increased ratio of the corresponding infected variant/WT ID50 titers and higher percentage of samples with high neutralizing activities (ID50 > 500) against BA.5, BF.7 and XBB variants. Moreover, repeated Omicron infection could induce strong neutralizing potency with broad neutralizing profiles against a series of other Omicron sub-variants, both in the vaccine naive and vaccine experienced individuals.

Conclusions

Our results demonstrate that repeated Omicron infection dampens immune imprinting from vaccination with WT SARS-CoV-2 and induces broad neutralizing profiles against Omicron sub-variants.

目的:与流感病毒类似,抗原漂移与 SARS-CoV-2 的进化高度相关,免疫印记已被发现限制了基于 SARS-CoV-2 新变种的更新疫苗的性能。我们的目的是研究反复暴露于 Omicron 变体是否会减少以前接种疫苗所产生的免疫印记:方法:我们招募了194名不同疫苗接种情况(未接种、常规接种和加强接种)的参与者,确认他们首次感染和再次感染了BA.5、BF.7和XBB变异株,并分析了他们对野生型(WT)SARS-CoV-2和Omicron亚变异株的中和作用:结果:对相应感染变异体的中和效力会随着首次感染时接种疫苗剂量的增加而明显减弱。然而,对于首次感染 BA.5/BF.7变异株和再次感染 XBB 变异株的参与者来说,免疫印记明显减轻,这表现在相应感染变异株/WT ID50 滴度的比率显著增加,以及针对 BA.5、BF.7 和 XBB 变异株的高中和活性(ID50>500)样本的百分比增加。此外,重复感染奥米克龙可诱导针对一系列其他奥米克龙亚变体的强中和效力和广泛的中和特征,无论是在疫苗未接种者还是疫苗接种经验丰富者中都是如此:我们的研究结果表明,重复感染 Omicron 可抑制接种 WT SARS-CoV-2 疫苗产生的免疫印记,并诱导出针对 Omicron 亚变体的广泛中和特征。
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引用次数: 0
Clinical spectrum and relevance of Mycobacterium malmoense: Systematic review and meta-analysis of 859 patients 恶性分枝杆菌的临床谱系和相关性:对 859 名患者的系统回顾和荟萃分析。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-19 DOI: 10.1016/j.jinf.2024.106203
Nils Wetzstein , Victor Naestholt Dahl , Troels Lillebaek , Christoph Lange

Introduction

The clinical relevance of Mycobacterium malmoense isolation from pulmonary specimens has been considered high compared with other non-tuberculous mycobacteria. In this study, we aimed to analyse all published clinical data of patients with M. malmoense isolation to investigate the clinical spectrum, relevance, and outcomes of infections with this uncommon mycobacterium.

Methods

A systematic review of PubMed, Web of Science, Embase, and Scopus was performed to identify all clinical data about M. malmoense. Random effects meta-analyses of proportions were calculated for clinical relevance, treatment success, and mortality, as well as for other clinical characteristics. A logistic regression analysis, investigating predictors of mortality, as well as Kaplan-Meier survival analyses, were performed.

Results

One hundred and eighty eight patients with individual data from 112 articles and 671 patients with pooled data from 12 articles were included in the meta-analyses. Of patients with individual data, pulmonary infection was the most common manifestation (n = 106/188, 56.4%). One third (n = 61/188, 32.4%) suffered from isolated extra-pulmonary and 21/188 (11.2%) from disseminated disease. In 288 patients with pooled data and pulmonary affection, clinical relevance was high with 68% (95% CI 44–85%) of patients fulfilling criteria for clinical disease. Macrolide and rifamycin-containing regimens were associated with improved survival (adjusted OR 0.12, 95% CI 0.03–0.42, p = 0.002, and 0.23, 95% CI 0.04–0.86, p = 0.03, for lethal events, respectively).

Conclusion

In this study, we provide a detailed clinical description of M. malmoense infections. The pathogen is of high clinical relevance for the individual patient with more than 2 out of 3 patients having relevant disease and >40% of manifestations being extra-pulmonary or disseminated. Macrolide and rifamycin-containing regimens are associated with improved survival.

导言:与其他非结核分枝杆菌相比,从肺部标本中分离出的恶性分枝杆菌被认为具有很高的临床意义。在本研究中,我们旨在分析所有已发表的关于分离出malmoense分枝杆菌患者的临床数据,以研究这种不常见分枝杆菌感染的临床范围、相关性和结果:方法:对PubMed、Web of Science、Embase和Scopus进行了系统性回顾,以确定所有关于M. malmoense的临床数据。对临床相关性、治疗成功率、死亡率以及其他临床特征进行了随机效应荟萃分析。对死亡率的预测因素进行了逻辑回归分析,并进行了卡普兰-梅耶生存分析:荟萃分析纳入了112篇文章中188名患者的个人数据和12篇文章中671名患者的集合数据。在有个体数据的患者中,肺部感染是最常见的表现(n=106/188,56.4%)。三分之一(n=61/188,32.4%)的患者患有孤立的肺外感染,21/188(11.2%)的患者患有播散性疾病。在汇集数据的288例肺部感染患者中,68%(95% CI 44-85%)的患者符合临床疾病标准,临床相关性很高。含大环内酯和利福霉素的治疗方案与生存率的提高有关(致死事件的调整OR值分别为0.12,95% CI 0.03-0.42,p=0.002和0.23,95% CI 0.04-0.86,p=0.03):在这项研究中,我们对M. malmoense感染进行了详细的临床描述。该病原体与个别患者的临床相关性很高,每3名患者中就有2名以上患有相关疾病,40%以上的表现为肺外或播散。含大环内酯类和利福霉素的治疗方案可提高存活率。
{"title":"Clinical spectrum and relevance of Mycobacterium malmoense: Systematic review and meta-analysis of 859 patients","authors":"Nils Wetzstein ,&nbsp;Victor Naestholt Dahl ,&nbsp;Troels Lillebaek ,&nbsp;Christoph Lange","doi":"10.1016/j.jinf.2024.106203","DOIUrl":"10.1016/j.jinf.2024.106203","url":null,"abstract":"<div><h3>Introduction</h3><p>The clinical relevance of <em>Mycobacterium malmoense</em> isolation from pulmonary specimens has been considered high compared with other non-tuberculous mycobacteria. In this study, we aimed to analyse all published clinical data of patients with <em>M. malmoense</em> isolation to investigate the clinical spectrum, relevance, and outcomes of infections with this uncommon mycobacterium.</p></div><div><h3>Methods</h3><p>A systematic review of PubMed, Web of Science, Embase, and Scopus was performed to identify all clinical data about <em>M. malmoense</em>. Random effects meta-analyses of proportions were calculated for clinical relevance, treatment success, and mortality, as well as for other clinical characteristics. A logistic regression analysis, investigating predictors of mortality, as well as Kaplan-Meier survival analyses, were performed.</p></div><div><h3>Results</h3><p>One hundred and eighty eight patients with individual data from 112 articles and 671 patients with pooled data from 12 articles were included in the meta-analyses. Of patients with individual data, pulmonary infection was the most common manifestation (n = 106/188, 56.4%). One third (n = 61/188, 32.4%) suffered from isolated extra-pulmonary and 21/188 (11.2%) from disseminated disease. In 288 patients with pooled data and pulmonary affection, clinical relevance was high with 68% (95% CI 44–85%) of patients fulfilling criteria for clinical disease. Macrolide and rifamycin-containing regimens were associated with improved survival (adjusted OR 0.12, 95% CI 0.03–0.42, p = 0.002, and 0.23, 95% CI 0.04–0.86, p = 0.03, for lethal events, respectively).</p></div><div><h3>Conclusion</h3><p>In this study, we provide a detailed clinical description of <em>M. malmoense</em> infections. The pathogen is of high clinical relevance for the individual patient with more than 2 out of 3 patients having relevant disease and &gt;40% of manifestations being extra-pulmonary or disseminated. Macrolide and rifamycin-containing regimens are associated with improved survival.</p></div>","PeriodicalId":50180,"journal":{"name":"Journal of Infection","volume":null,"pages":null},"PeriodicalIF":14.3,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0163445324001373/pdfft?md5=d83d1e09dea2a4d86b5837f91075e1c4&pid=1-s2.0-S0163445324001373-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141437801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of tuberculosis infection among contacts of drug-resistant tuberculosis patients: A systematic review and meta-analysis 耐药性肺结核患者接触者中的肺结核感染率:系统回顾与荟萃分析。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-19 DOI: 10.1016/j.jinf.2024.106198
Temesgen Yihunie Akalu , Archie C.A. Clements , Eyob Alemayehu Gebreyohannes , Beth Gilmour , Kefyalew Addis Alene

Introduction

Contact investigations with drug-susceptible tuberculosis (DS-TB) patients have demonstrated a high prevalence of tuberculosis infection (TBI). However, the prevalence of TBI among individuals in close contact with drug-resistant tuberculosis (DR-TB) patients is poorly understood. This systematic review and meta-analysis aimed to determine the prevalence of TBI among household and non-household contacts of DR-TB patients.

Method and analysis

We searched five databases (Medline, Embase, Scopus, Web of Science, and Cumulative Index to Nursing and Allied Health Literature (CINAHL)) from inception to 2 June 2023. All studies that reported the prevalence of TBI among DR-TB contacts were included in the study. A random-effects meta-analysis was conducted to estimate the pooled prevalence of TBI with a 95% confidence interval (CI). Sub-group analyses were conducted using study characteristics as covariates.

Results

Thirty studies involving 7659 study participants from 19 countries were included. The pooled prevalence of TBI among DR-TB contacts was 36.52% (95% CI: 30.27–42.77). The sub-group analysis showed considerable heterogeneity in the estimates, with the highest prevalence reported in Southeast Asia (80.74%; 95% CI: 74.09–87.39), household contacts (38.60%; 95% CI: 30.07–47.14), lower-middle-income countries (LMICs) (54.72; 95% CI: 35.90, 73.55), children (43.27%; 95% CI: 25.50, 61.04), and studies conducted between 2004 and 2012 (45.10; 95% CI: 32.44, 57.76).

Conclusion

The prevalence of TBI among DR-TB contacts was high, with substantial regional variations. Further research is needed to determine the drug susceptibility status of TBI in DR-TB contacts.

Protocol registration

The protocol is registered in PROSPERO (CRD42023390339).

导言:与药敏结核病(DS-TB)患者的接触调查显示,结核感染(TBI)的发病率很高。然而,人们对与耐药性肺结核(DR-TB)患者密切接触者的结核感染率知之甚少。本系统综述和荟萃分析旨在确定耐药结核病患者的家庭和非家庭接触者中的结核感染率:我们检索了从开始到 2023 年 6 月 2 日的五个数据库(Medline、Embase、Scopus、Web of Science 和 Cumulative Index to Nursing and Allied Health Literature (CINAHL))。所有报告 DR-TB 感染者中创伤性脑损伤患病率的研究均被纳入本研究。研究采用随机效应荟萃分析法估算了TBI的总患病率,并得出了95%的置信区间(CI)。以研究特征作为协变量进行了分组分析:共纳入了 30 项研究,涉及 19 个国家的 7659 名研究参与者。在 DR-TB 接触者中,TBI 的合计患病率为 36.52%(95% CI:30.27-42.77)。亚组分析显示,估计值存在相当大的异质性,东南亚(80.74%;95% CI:74.09-87.39)、家庭接触者(38.60%;95% CI:30.结论:结论:DR-TB感染者中的创伤性脑损伤发病率很高,但地区差异很大。需要进一步研究以确定 DR-TB 接触者中 TBI 的药物敏感性状况:该方案已在 PROSPERO 注册(CRD42023390339)。
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引用次数: 0
Surveillance of invasive pneumococcal disease in Spain exploring the impact of the COVID-19 pandemic (2019-2023) 西班牙侵袭性肺炎球菌疾病监测,探索 COVID-19 大流行的影响(2019-2023 年)。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-19 DOI: 10.1016/j.jinf.2024.106204
Covadonga Pérez-García , Julio Sempere , Sara de Miguel , Samantha Hita , Aída Úbeda , Erick Joan Vidal , Joaquín Llorente , Aurora Limia , Angel Gil de Miguel , Juan Carlos Sanz , Federico Martinón-Torres , Carmen Ardanuy , Mirian Domenech , Jose Yuste

Objectives

Dynamic trends of invasive pneumococcal disease (IPD) including the evolution of prevalent serotypes are very useful to evaluate the impact of current and future pneumococcal conjugate vaccines (PCVs) and the rise of non-vaccine serotypes. In this study, we include epidemiological patterns of S. pneumoniae before and after COVID-19 pandemic.

Methods

We characterized all national IPD isolates from children and adults received at the Spanish Pneumococcal Reference Laboratory during 2019–2023.

Results

In the first pandemic year 2020, we found a general reduction in IPD cases across all age groups, followed by a partial resurgence in children in 2021 but not in adults. By 2022, IPD cases in children had returned to pre-pandemic levels, and partially in adults. In 2023, IPD rates surpassed those of the last pre-pandemic year. Notably, the emergence of serotype 3 is of significant concern, becoming the leading cause of IPD in both pediatric and adult populations over the last two years (2022–2023). Increase of serotype 4 in young adults occurred in the last epidemiological years.

Conclusions

The COVID-19 pandemic led to a temporary decline in all IPD cases during 2020 attributable to non-pharmaceutical interventions followed by a subsequent rise. Employing PCVs with broader coverage and/or enhanced immunogenicity may be critical to mitigate the marked increase of IPD.

目的:侵袭性肺炎球菌疾病(IPD)的动态趋势(包括流行血清型的演变)对于评估当前和未来肺炎球菌结合疫苗(PCV)的影响以及非疫苗血清型的增加非常有用。在本研究中,我们纳入了 COVID-19 大流行前后肺炎球菌的流行病学模式:我们对西班牙肺炎球菌参考实验室在 2019-2023 年期间接收的来自儿童和成人的全国 IPD 分离物进行了特征描述:结果:在 2020 年大流行的第一年,我们发现所有年龄组的 IPD 病例普遍减少,随后在 2021 年,儿童病例部分恢复,但成人病例没有恢复。到 2022 年,儿童的 IPD 病例已恢复到大流行前的水平,成人的 IPD 病例也部分恢复到大流行前的水平。2023 年,IPD 发病率超过了流行前最后一年的水平。值得注意的是,血清 3 型的出现引起了极大关注,它在过去两年(2022-2023 年)成为儿童和成人 IPD 的主要病因。在过去的流行病学年中,血清 4 型在青壮年中出现增多:COVID-19大流行导致所有IPD病例在2020年出现暂时性下降,这归因于非药物干预措施,但随后又出现上升。采用覆盖范围更广和/或免疫原性更强的 PCV 可能是缓解 IPD 明显增加的关键。
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引用次数: 0
Global antigenic landscape and vaccine recommendation strategy for low pathogenic avian influenza A (H9N2) viruses 甲型 H9N2 低致病性禽流感病毒的全球抗原谱和疫苗推荐策略。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-18 DOI: 10.1016/j.jinf.2024.106199
Ke Zhai , Jinze Dong , Jinfeng Zeng , Peiwen Cheng , Xinsheng Wu , Wenjie Han , Yilin Chen , Zekai Qiu , Yong Zhou , Juan Pu , Taijiao Jiang , Xiangjun Du

The sustained circulation of H9N2 avian influenza viruses (AIVs) poses a significant threat for contributing to a new pandemic. Given the temporal and spatial uncertainty in the antigenicity of H9N2 AIVs, the immune protection efficiency of vaccines remains challenging. By developing an antigenicity prediction method for H9N2 AIVs, named PREDAC-H9, the global antigenic landscape of H9N2 AIVs was mapped. PREDAC-H9 utilizes the XGBoost model with 14 well-designed features. The XGBoost model was built and evaluated to predict the antigenic relationship between any two viruses with high values of 81.1 %, 81.4 %, 81.3 %, 81.1 %, and 89.4 % in accuracy, precision, recall, F1 value, and area under curve (AUC), respectively. Then the antigenic correlation network (ACnet) was constructed based on the predicted antigenic relationship for H9N2 AIVs from 1966 to 2022, and ten major antigenic clusters were identified. Of these, four novel clusters were generated in China in the past decade, demonstrating the unique complex situation there. To help tackle this situation, we applied PREDAC-H9 to calculate the cluster-transition determining sites and screen out virus strains with the high cross-protective spectrum, thus providing an in silico reference for vaccine recommendation. The proposed model will reduce the clinical monitoring workload and provide a useful tool for surveillance and control of H9N2 AIVs.

H9N2 禽流感病毒(AIVs)的持续流行对导致新的大流行构成了重大威胁。鉴于 H9N2 禽流感病毒抗原性在时间和空间上的不确定性,疫苗的免疫保护效率仍面临挑战。通过开发一种名为 PREDAC-H9 的 H9N2 艾滋病毒抗原性预测方法,绘制了 H9N2 艾滋病毒的全球抗原图谱。PREDAC-H9 利用了带有 14 个精心设计特征的 XGBoost 模型。建立并评估的 XGBoost 模型可预测任意两种病毒之间的抗原关系,其准确率、精确度、召回率、F1 值和曲线下面积(AUC)分别高达 81.1%、81.4%、81.3%、81.1% 和 89.4%。然后,根据对 1966 年至 2022 年 H9N2 甲型禽流感病毒抗原关系的预测,构建了抗原相关网络(ACnet),并确定了 10 个主要的抗原群。其中,中国在过去十年中产生了四个新的集群,显示了中国独特的复杂情况。针对这一情况,我们应用PREDAC-H9计算了集群转变的决定性位点,筛选出交叉保护谱较高的病毒株,从而为疫苗推荐提供分子内参考。建议的模型将减少临床监测工作量,并为 H9N2 甲型禽流感的监测和控制提供有用的工具。数据和材料的可用性:支持本研究结果的数据见补充数据。
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引用次数: 0
Evidence of immunity gap: Decline in antibodies against M. pneumoniae during the COVID-19 pandemic 免疫差距的证据:在 COVID-19 大流行期间,肺炎霉菌抗体下降。
IF 14.3 1区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2024-06-18 DOI: 10.1016/j.jinf.2024.106209
Bingjie Liu , Lina Xu , Yu Ma, Hui Wang, Xuena Xu, Yuqing Wang, Chuangli Hao, Wujun Jiang
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引用次数: 0
期刊
Journal of Infection
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