transplant patients

  • 文章类型: Journal Article
    高HLA致敏(HS)限制了获得相容性移植。新的CD38靶向剂已显示出减少抗HLA抗体,尽管具有重要的患者间变异性,治疗决策需要对应答者和非应答者患者进行治疗前鉴定.我们使用抗CD38mAb分析了来自两项脱敏试验的26例HS患者。分层聚类确定了三个血清学应答者组:高,低,和非响应者。首先对用伊沙妥昔单抗(NCT04294459)治疗的16名患者的PBMC和骨髓样品进行光谱流式细胞术和功能性HLA特异性记忆B细胞(mBc)评估。伊沙妥昔单抗有效耗尽骨髓浆细胞,外周CD38表达浆细胞,浆细胞,过渡B细胞,和类交换机mBc,最终降低产生HLA特异性IgG的mBc的频率。用PLS-DA分析的多维光谱流式细胞术显示,治疗前丰富的特定循环mBcs表型,尤其是CD38neg类交换机mBc,准确区分高血清学应答者和低或无应答者(AUC0.958,0.860-1.000,p=0.009),他们还表现出显著较低的HLA特异性IgG产生mBc的频率(p<0.0001)。在接受达拉图单抗(NCT04204980)的外部HS患者队列(n=10)中验证了预测对治疗反应的表型mBc特征。这项研究确定了关键的循环mBc亚群表型,可区分HS患者对CD38靶向脱敏疗法的成功血清学反应,潜在的指导治疗决策。
    High human leukocyte antigen (HLA) sensitization limits access to compatible transplantation. New CD38-targeting agents have been shown to reduce anti-HLA antibodies, although with important interpatient variability. Thus, pretreatment identification of responder and nonresponder (NR) patients is needed for treatment decision-making. We analyzed 26 highly sensitized (HS) patients from 2 desensitization trials using anti-CD38 monoclonal antibodies. Hierarchical clustering identified 3 serologic responder groups: high responders, low responders, and NR. Spectral flow cytometry and functional HLA-specific memory B cell (mBC) assessment were first conducted on peripheral blood mononuclear cells and bone marrow samples from 16 patients treated with isatuximab (NCT04294459). Isatuximab effectively depleted bone marrow plasma cells, peripheral CD38-expressing plasmablasts, plasma cells, transitional B cells, and class-switch mBCs, ultimately reducing frequencies of HLA-specific immunoglobulin G (IgG)-producing mBCs. Multidimensional spectral flow cytometry with partial least squares discriminant analysis revealed that pretreatment abundance of specific circulating mBC phenotypes, especially CD38neg class-switch mBCs, accurately distinguished between high serologic responders and low responders or NR (AUC 0.958, 0.860-1.000, P = .009), who also displayed significantly lower frequencies of HLA-specific IgG-producing mBCs (P < .0001). This phenotypical mBC signature predicting response to therapy was validated in an external HS patient cohort (n = 10) receiving daratumumab (NCT04204980). This study identifies critical circulating mBC subset phenotypes that distinguish HS patients with successful serologic responses to CD38-targeting desensitization therapies, potentially guiding treatment decision-making.
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  • 文章类型: Journal Article
    西罗莫司(SRL)通常用于移植患者以防止器官移植排斥。目前的指南建议定期进行SRL治疗药物监测,以改善治疗结果并避免不良反应。因此,精确准确的SRL测定方法在临床实践中至关重要.目前,液相色谱-串联质谱(LC-MS/MS)和免疫测定已广泛用于测定SRL浓度。然而,以前的研究表明,与LC-MS/MS相比,免疫测定显示出正偏倚。作为基于EMIT的Viva-E®系统(SVPS)的新更新版本,这项研究旨在比较SVPS和LC-MS/MS测量的SRL血液浓度。同时使用SVPS和LC-MS/MS分析从移植患者获得的残余全血样品,分别。使用线性回归分析和Deming线性回归分析两种测定之间的相关性。采用Pearson相关系数和组内相关系数(ICC)分析。进行配对Wilcoxon检验和Bland-Altman分析以评估两种方法之间的一致性。与LC-MS/MS方法相比,SVPS显著增加了46.62%的SRL浓度值。当SVPS测得的SRL浓度高于4.0ng/mL时,使用Deming线性回归方程后,校正后的SVPS浓度之间没有显着差异,表明它们的互换性。鉴于EMIT和LC-MS/MS之间观察到的显著差异,在TDM报告和未来的临床指南中指出方法和工具至关重要.我们的研究还提供了SVPS和LC-MS/MS之间的转换公式,可作为不同临床中心的参考。
    Sirolimus (SRL) is commonly used in transplant patients to prevent organ transplant rejection. The current guidelines recommend to perform SRL therapeutic drug monitoring regularly to improve treatment outcomes and avoid adverse effects. Consequently, a precise and accurate method for determining SRL is crucial in clinical practice. Currently, liquid chromatography-tandem mass spectrometry (LC-MS/MS) and immunoassays have been widely adopted for determining SRL concentrations. However, previous studies have shown that immunoassays exhibit a positive bias compared to LC-MS/MS. As the new updated version of the EMIT-based Viva-E® System (SVPS), this study aims to compare SRL blood concentrations measured by the SVPS and LC-MS/MS. The residual whole-blood samples obtained from transplant patients were simultaneously analyzed using the SVPS and LC-MS/MS, respectively. The correlation between the two assays was analyzed using the linear regression analysis and Deming linear regression. The Pearson correlation coefficient and Intraclass correlation coefficient (ICC) analysis were executed. The Paired Wilcoxon test and Bland-Altman analysis were performed to assess the concordance between the two methods. The SVPS considerably increased SRL concentration value by 46.62 % as compared to the LC-MS/MS method. When SRL concentrations measured by the SVPS were above 4.0 ng/mL, there was no significant difference between the corrected SVPS concentrations after using the Deming linear regression equation, indicating their interchangeability. Given the significant disparities observed between EMIT and LC-MS/MS, it is crucial to indicate the methodology and instruments in both TDM reports and future clinical guidelines. Our study also provides the conversion formulas between the SVPS and LC-MS/MS, which can be applied as a reference for different clinical centers.
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  • 文章类型: Journal Article
    耐药性CMV感染是SOT和HSCT后具有挑战性的并发症。及时识别ARM对于适当的治疗至关重要。在2018年1月至2022年7月的一项全国回顾性研究中,在CNM中分析了来自96名疑似耐药性的CMV+移植受者的108份血浆样本,用于耐药性基因分型。在26.87%(18/67)和10.60%(7/66)的患者中发现UL97和UL54的ARM,分别。UL97患者的ARM分布如下:L595Sn=3;L595S/M460In=1;L595S/N510Sn=1;L595Wn=1;C603Wn=4;A594Vn=3;A594En=1;C607Yn=1;L397R/T409M/H411L=49n=而3例患者仅表现为UL54的ARM(L501I/T503I/L516R/A834Pn=1;A987Gn=2)。在临床样品中首次发现UL54中的L516R和UL97中的L397R/I和H411L。L595S/W是发现对GCV具有抗性的最普遍的ARM。在UL54中,所有ARM都对GCV和CDV具有抗性。此外,A834P,在一个病人身上发现,也为FOS提供了抵抗。CMV负荷在有或没有ARM的患者中没有显着差异,在UL97或UL97和UL54的ARM患者之间均未发现差异。尽管广泛使用经典抗病毒药物治疗HSCT和SOT后CMV感染,ARM主要发生在病毒UL97激酶中,这表明在ARMs的基因型检测后,CDV和大多数FOS仍然是核苷类似物的有用替代品。
    Resistant CMV infections are challenging complications after SOT and HSCT. Prompt recognition of ARMs is imperative for appropriate therapy. 108 plasma samples from 96 CMV + transplant recipients with suspected resistance were analysed in CNM in a retrospective nationwide study from January 2018 to July 2022 for resistance genotyping. ARMs in UL97 and UL54 were found in 26.87% (18/67) and 10.60% (7/66) of patients, respectively. Patients\' ARM distribution in UL97 was as follows: L595S n = 3; L595S/M460I n = 1; L595S/N510S n = 1; L595W n = 1; C603W n = 4; A594V n = 3; A594E n = 1; C607Y n = 1; L397R/T409M/H411L/M460I n = 1; L397I n = 1; H520Q n = 1; four patients showed ARMs in UL54 as well (F412C n = 1; T503I n = 2; P522S n = 1), whereas three patients exhibited ARMs in UL54 only (L501I/T503I/L516R/A834P n = 1; A987G n = 2). L516R in UL54 and L397R/I and H411L in UL97 have been found for the first time in a clinical sample. L595S/W was the most prevalent ARM found to lend resistance to GCV. In UL54 all ARMs lent resistance to GCV and CDV. In addition, A834P, found in one patient, also lent resistance to FOS. CMV load did not differ significantly in patients with or without ARMs, and no differences were found either between patients with ARMs in UL97 or in UL97 and UL54. Despite extensive use of classical antivirals for the treatment of CMV infection after HSCT and SOT, ARMs occurred mainly in viral UL97 kinase, which suggests that CDV and mostly FOS continue to be useful alternatives to nucleoside analogues after genotypic detection of ARMs.
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  • 文章类型: Journal Article
    背景:曲霉病是一种严重且致命的并发症,可导致移植受者和免疫缺陷综合征患者感染,中性粒细胞减少症,慢性肉芽肿,和恶性血液病.侵袭性曲霉病已被报道为移植受者死亡率高的真菌感染之一。本研究旨在描述其表现形式,患病率,肝移植患者侵袭性曲霉病真菌感染的治疗和转归.
    方法:这项描述性横断面研究是针对感染侵袭性曲霉病真菌感染的肝移植患者进行的。数据是从Montasryieh医院档案的医疗记录中提取的,马什哈德,伊朗,2019年8月至2020年8月。
    结果:一般来说,从2019年8月至2020年8月,86例肝移植患者在Montasryieh医院住院。其中,10例患者感染侵袭性曲霉病。只有6.7%的患者被归类为迟发性(肝移植后>90天),其中93.3%为早发性(肝移植后<90天)。根据临床或放射学体征怀疑侵袭性曲霉病真菌感染(可能在30%的病例中;n=3)。可能的诊断报告为60%(n=6),仅在一名患者中观察到经证实的诊断。此外,80%的患者被诊断为肺曲霉病,2例合并有中枢神经系统肺曲霉病和皮肤曲霉病。发现合并症与曲霉病的类型之间存在相关性(r=0.69;P=0.02)。伏立康唑可有效治疗所有患者的侵袭性曲霉病。
    结论:肝移植受者人群中曲霉病的患病率相对较高(11%)。所有感染曲霉病的受者至少有一个危险因素,包括潜在的疾病。似乎伏立康唑治疗对肺曲霉病的移植患者有效。
    BACKGROUND: Aspergillosis is a severe and fatal complication that causes infection in transplant recipients and patients with immunodeficiency syndrome, neutropenia, chronic granulomatosis, and hematologic malignancies. Invasive Aspergillosis has been reported as one of the fungal infections with high mortality in transplant recipients. This study aimed to describe the manifestations, prevalence, management and outcome of invasive Aspergillosis fungal infections in liver transplant patients.
    METHODS: This descriptive cross-sectional study was conducted on patients with liver transplantation who were infected with invasive Aspergillosis fungal infections. The data were extracted from the medical records of the archive of Montasryieh Hospital, Mashhad, Iran, between August 2019 and August 2020.
    RESULTS: In general, 86 patients who had liver transplantation were hospitalized at Montasryieh Hospital from August 2019 to August 2020. Among them, 10 patients were infected with invasive Aspergillosis. Only 6.7% of the patients were categorized under late-onset (> 90 days after liver transplantation), and 93.3% of them were early-onset (< 90 days after liver transplantation). Invasive Aspergillosis fungal infections were suspected based on clinical or radiological signs (possible in 30% of cases; n = 3). The probable diagnosis was reported in 60% (n = 6), and the proven diagnosis was observed only in one patient. In addition, 80% of the patients were diagnosed with Pulmonary Aspergillosis, and two patients had pulmonary Aspergillosis in combination with the central nervous system and cutaneous Aspergillosis. A correlation was found between a comorbid disease and the type of Aspergillosis (r = 0.69; P = 0.02). Voriconazole was effective to treat invasive Aspergillosis in all patients.
    CONCLUSIONS: The prevalence rate of Aspergillosis is relatively high among liver transplant recipient populations (11%). All recipients infected with Aspergillosis had at least one risk factor, including an underlying disease. It seems that Voriconazole therapy is effective among transplant patients with pulmonary Aspergillosis.
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  • 文章类型: Journal Article
    背景:戊型肝炎病毒(HEV)是全球健康关注的新兴病毒。血清阳性率因地理区域和人群而异。
    目的:分析暴露人群(动物相关职业)和非暴露人群中HEV的血清阳性率,以及实体器官和造血干细胞移植患者。
    方法:林业工人(n=93),猎人(n=74),兽医(n=151)代表暴露人群。对照组为普通人群(n=126)和孕妇(n=118)。移植患者包括肝移植受者(LTRs)(n=83),肾移植受者(KTRs)(n=43),和造血干细胞移植受者(HSCRs)(n=39)。使用酶联免疫吸附试验检测HEV免疫球蛋白G抗体,并通过免疫印迹试验确认。
    结果:两组之间的HEV血清阳性率显着不同:兽医15.2%,猎人占14.9%,林业工人6.5%,一般人口7.1%,孕妇1.7%。在移植患者中,血清阳性在LTR中最高(19.3%),而在KTR和HSCR中,血清阳性率与普通人群相似(6.9%和5.1%,分别)。血清阳性随着年龄的增长而显着增加,从30岁以下的个体的2.9%增加到60岁以上的个体的23.5%。社会人口统计学特征(性别,教育水平,居住区,和家庭成员数量),饮食习惯(野味肉,内脏,和猪肉产品消费),以及环境和住房条件(饮用水供应,排水/下水道的类型,废物处理,家畜)与HEV血清阳性无关。然而,报告拥有宠物的个体与没有宠物的个体相比,血清反应呈阳性(12.5%vs7.0%).
    结论:这项研究的结果表明,与动物和LTR专业接触的个体感染HEV的风险更高。此外,年龄是HEV血清阳性的重要危险因素。
    BACKGROUND: Hepatitis E virus (HEV) is an emerging virus of global health concern. The seroprevalence rates differ greatly according to geographic region and population group.
    OBJECTIVE: To analyze the seroprevalence of HEV in exposed (animal-related professions) and nonexposed populations, as well as solid organ and hematopoietic stem cell transplant patients.
    METHODS: Forestry workers (n = 93), hunters (n = 74), and veterinarians (n = 151) represented the exposed population. The general population (n = 126) and pregnant women (n = 118) constituted the control group. Transplant patients included liver transplant recipients (LTRs) (n = 83), kidney transplant recipients (KTRs) (n = 43), and hematopoietic stem cell transplant recipients (HSCRs) (n = 39). HEV immunoglobulin G antibodies were detected using the enzyme-linked immunosorbent assay and confirmed by the immunoblot test.
    RESULTS: The HEV seroprevalence significantly differed between groups: Veterinarians 15.2%, hunters 14.9%, forestry workers 6.5%, general population 7.1%, and pregnant women 1.7%. In transplant patients, the seropositivity was highest in LTRs (19.3%), while in KTRs and HSCRs, the seroprevalence was similar to the general population (6.9% and 5.1%, respectively). A significant increase in seropositivity with age was observed from 2.9% in individuals less than 30 years to 23.5% in those older than 60 years. Sociodemographic characteristics (sex, educational level, area of residence, and number of household members), eating habits (game meat, offal, and pork products consumption), and environmental and housing conditions (drinking water supply, type of water drainage/sewer, waste disposal, domestic animals) were not associated with HEV seropositivity. However, individuals who reported a pet ownership were more often seropositive compared to those who did not have pet animals (12.5% vs 7.0%).
    CONCLUSIONS: The results of this study showed that individuals in professional contact with animals and LTRs are at higher risk for HEV infection. In addition, age is a significant risk factor for HEV seropositivity.
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  • 文章类型: Journal Article
    BACKGROUND: The rapid course of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic calls for fast implementation of clinical trials to assess the effects of new treatment and prophylactic interventions. Building trial platforms embedded in existing data infrastructures is an ideal way to address such questions within well-defined subpopulations.
    METHODS: We developed a trial platform building on the infrastructure of two established national cohort studies: the Swiss human immunodeficiency virus (HIV) Cohort Study (SHCS) and Swiss Transplant Cohort Study (STCS). In a pilot trial, termed Corona VaccinE tRiAL pLatform (COVERALL), we assessed the vaccine efficacy of the first two licensed SARS-CoV-2 vaccines in Switzerland and the functionality of the trial platform.
    RESULTS: Using Research Electronic Data Capture (REDCap), we developed a trial platform integrating the infrastructure of the SHCS and STCS. An algorithm identifying eligible patients, as well as baseline data transfer ensured a fast inclusion procedure for eligible patients. We implemented convenient re-directions between the different data entry systems to ensure intuitive data entry for the participating study personnel. The trial platform, including a randomization algorithm ensuring balance among different subgroups, was continuously adapted to changing guidelines concerning vaccination policies. We were able to randomize and vaccinate the first trial participant the same day we received ethics approval. Time to enroll and randomize our target sample size of 380 patients was 22 days.
    CONCLUSIONS: Taking the best of each system, we were able to flag eligible patients, transfer patient information automatically, randomize and enroll the patients in an easy workflow, decreasing the administrative burden usually associated with a trial of this size.
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  • 文章类型: Journal Article
    未经评估:在2020年初,我们启动了电话热线,2019年冠状病毒病(COVID-19)肾脏或移植听力和资源中心,了解更多关于COVID-19大流行对透析和移植患者压力和信息寻求行为的影响。
    未经评估:混合方法研究,包括半结构化,定性访谈探索情感,健康,以及经历过的财务挑战和定量调查,评估抑郁和焦虑水平以及寻求信息的行为。
    未经评估:99名参与者(28名透析患者;71名移植患者),因种族和民族而异(西班牙裔,25.3%;白色,23.2%;亚洲,24.2%;黑色,24.2%),通过电话分享了他们的COVID-19大流行经历和寻求信息的行为。访谈和调查于2020年6月17日至2020年11月24日进行。
    未经评估:使用主题分析确定了定性主题。使用抑郁和焦虑的患者健康问卷以及寻求信息的行为类型来计算频率以评估抑郁和焦虑的水平。
    UNASSIGNED:出现了7个主题和16个次主题。通常报告的压力源的主题包括推迟医疗访问;获得药物的可及性降低;难以获得最新的,以患者为中心的健康信息和透析用品;以及医疗预约的延误。其他压力源包括健康保险和收入损失,并提高对避免感染COVID-19的行为的警惕。15名参与者有中度至重度焦虑和抑郁症状,并报告在COVID-19大流行后出现更频繁和更严重的惊恐发作。参与者寻求家人的情感支持,朋友,信仰社区。他们通常还从新闻媒体获得信息,并报告需要更多关于COVID-19的移植特定更新,以及他们的肾脏和移植专家的频繁沟通。
    UNASSIGNED:这种愿意通过电话热线分享经验的个人的便利样本可能不会推广到所有透析和移植患者;这些患者与COVID-19大流行相关的压力源继续变化。
    联合国:随着大流行的影响继续,为肾脏和移植社区量身定制的基于需求的干预措施,包括获得精神卫生资源,教育,以及对护理过渡的支持,应该继续。
    UNASSIGNED: In early 2020, we activated a telephone hotline, the coronavirus disease 2019 (COVID-19) Kidney or Transplant Listening and Resource Center, to learn more about the impact of the COVID-19 pandemic on the stress and information-seeking behaviors of dialysis and transplant patients.
    UNASSIGNED: A mixed-methods study including semi-structured, qualitative interviews probing about emotional, health, and financial challenges experienced and quantitative surveys assessing depression and anxiety levels and information-seeking behaviors.
    UNASSIGNED: 99 participants (28 dialysis patients; 71 transplant patients), varying by race and ethnicity (Hispanic, 25.3%; White, 23.2%; Asian, 24.2%; Black, 24.2%), shared their COVID-19 pandemic experiences and information-seeking behaviors by telephone. Interviews and surveys were conducted from June 17, 2020, to November 24, 2020.
    UNASSIGNED: Qualitative themes were identified using thematic analysis. Frequencies were calculated to assess levels of depression and anxiety using the Patient Health Questionnaire for Depression and Anxiety and types of information-seeking behaviors.
    UNASSIGNED: 7 themes and 16 subthemes emerged. Themes of commonly reported stressors include postponing medical visits; decreased accessibility of getting medication; difficulty in receiving up-to-date, patient-focused health information and dialysis supplies; and delays in medical appointments. Other stressors include losses of health insurance and income, and increased vigilance in behaviors to avoid contracting COVID-19. 15 participants had moderate to severe anxiety and depression symptoms and reported more frequent and severe panic attacks after the COVID-19 pandemic. Participants sought emotional support from family, friends, and faith communities. They also commonly obtained information from news media and reported needing more transplant-specific updates about COVID-19, and frequent communication from their kidney and transplant specialists.
    UNASSIGNED: This convenience sample of individuals willing to share their experiences through a telephone hotline may not generalize to all dialysis and transplant patients; stressors related to the COVID-19 pandemic for these patients continue to change.
    UNASSIGNED: As the impact of the pandemic continues, needs-based interventions tailored for the kidney and transplant community, including access to mental health resources, education, and support for care transitions, should continue.
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  • 文章类型: Case Reports
    Emergomyces is a newly described dimorphic fungus genus; it may cause fatal infections in immunocompromised patients, but diagnosis is often delayed. We report a case of disseminated emergomycosis caused by the novel species Emergomyces orientalis in a kidney transplant recipient from Tibet. Infection was diagnosed early by metagenomic next-generation sequencing.
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  • 文章类型: Journal Article
    免疫功能低下的个体处于流感感染的严重疾病和并发症的高风险中。出于这个原因,建议移植患者使用灭活流感疫苗进行免疫,接受免疫抑制剂治疗的个体,和其他免疫缺陷患者。然而,这些免疫功能低下的人群更有可能对每年接种标准流感疫苗的疫苗产生较低的非保护性反应.这里,我们回顾了旨在提高免疫功能低下人群中流感疫苗免疫原性的策略.采用的不同策略包括佐剂疫苗,大剂量疫苗,加强剂量,皮内疫苗接种,和暂时停止免疫抑制剂治疗方案。高剂量三价,灭活,分裂病毒流感疫苗(IIV3-HD)是迄今为止改善HIV患者疫苗反应的主要策略之一,移植患者,和接受免疫抑制剂治疗炎症性疾病的人。在这些人群中的几项研究表明,与现有的标准剂量三价疫苗相比,IIV3-HD的体液反应更强。和可比的安全性。因此,一些科学团体表示,高剂量流感疫苗可能是免疫功能低下患者的首选方案.然而,需要更大规模的随机对照研究来验证IIV3-HD和其他增强型疫苗和疫苗接种策略在免疫受损个体中的相对免疫原性和安全性.
    Immunocompromised individuals are at high risk of severe illness and complications from influenza infection. For this reason, immunization using inactivated influenza vaccines is recommended for transplant patients, individuals receiving immunosuppressant treatments, and other persons with immunodeficiency. However, these immunocompromised populations are more likely to have lower and non-protective responses to annual vaccination with a standard influenza vaccine. Here, we review strategies aimed to improve the immunogenicity of influenza vaccines in immunocompromised populations. The different strategies employed have included adjuvanted vaccines, high-dose vaccines, booster doses, intradermal vaccination, and temporary discontinuation of immunosuppressant treatment regimens. High-dose trivalent, inactivated, split-virus influenza vaccine (IIV3-HD) is so far one of the leading strategies for improving vaccine responses in HIV patients, transplant patients, and persons receiving immunosuppressant therapies for inflammatory diseases. Several studies in these populations have shown stronger humoral responses with IIV3-HD than existing standard-dose trivalent vaccine, and comparable safety. Accordingly, some scientific societies have stated that high-dose influenza vaccine could be a preferred option for immunocompromised patients. However, larger randomized controlled studies are needed to validate relative immunogenicity and safety of IIV3-HD and other enhanced vaccines and vaccination strategies in immunocompromised individuals.
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  • 文章类型: Journal Article
    Hemagglutination-inhibitory antibodies are usually highly strain specific with little effect on infection with drifted or shifted strains. The significance of broadly cross-reactive non-HAI anti-influenza antibodies against conserved domains of virus glycoproteins, such as the hemagglutinin (HA) stalk, is of great interest. We characterize a cohort of 40 H1N1pmd09 influenza-infected patients and identify lower respiratory symptoms (LRSs) as a predictor for development of pneumonia. A binomial logistic regression of log10 pre-existing antibody values shows that the probability of LRS occurrence decreased with increased anti-HA full-length and stalk antibody ELISA titers. However, a multilevel logistic regression model adjusted by other potential serocorrelates demonstrates that only antibodies directed against the stalk of HA correlate with protection from lower respiratory infection, limiting disease progression. Our predictive model indicates that a threshold of protective immunity based on broadly cross-reactive HA stalk antibodies could be feasible.
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