Viral Clearance

病毒清除
  • 文章类型: Journal Article
    背景:早孕寨卡病毒(ZIKV)感染与胎儿的重大脑损伤有关,导致0.6-5.0%的病例出现小头畸形,但是潜在的机制在很大程度上仍然未知。
    方法:为了了解非人类灵长类动物模型胎儿发育过程中ZIKV感染的动力学,在妊娠70-80天,通过回声引导肌内接种103PFU的ZIKV,将四个食蟹猴胎儿暴露在子宫内,对2个对照进行模拟接种。临床,对母亲/胎儿对进行免疫病毒学和超声成像随访,直到暴露后1或2个月剖宫产后进行尸检(每组n=3)。
    结果:ZIKV从胎儿传播给母亲,然后在暴露后第1至4周在母亲的外周血中复制。受感染的胎儿大脑往往比对照组小,但不是股骨长度。第一个月后在脑组织和胎盘中发现高水平的病毒RNA。此后,胎儿体内的病毒得到了部分控制,导致感染的组织切片数量减少和病毒载量减少。有效诱导免疫细胞和体液反应。
    结论:妊娠中期ZIKV感染可引起短期脑损伤,尽管病毒基因组在组织中持续存在,大多数病毒在交付前已清除。
    BACKGROUND: Early pregnancy Zika virus (ZIKV) infection is associated with major brain damage in fetuses, leading to microcephaly in 0.6-5.0% of cases, but the underlying mechanisms remain largely unknown.
    METHODS: To understand the kinetics of ZIKV infection during fetal development in a nonhuman primate model, four cynomolgus macaque fetuses were exposed in utero through echo-guided intramuscular inoculation with 103 PFU of ZIKV at 70-80 days of gestation, 2 controls were mock inoculated. Clinical, immuno-virological and ultrasound imaging follow-ups of the mother/fetus pairs were performed until autopsy after cesarean section 1 or 2 months after exposure (n = 3 per group).
    RESULTS: ZIKV was transmitted from the fetus to the mother and then replicate in the peripheral blood of the mother from week 1 to 4 postexposure. Infected fetal brains tended to be smaller than those of controls, but not the femur lengths. High level of viral RNA ws found after the first month in brain tissues and placenta. Thereafter, there was partial control of the virus in the fetus, resulting in a decreased number of infected tissue sections and a decreased viral load. Immune cellular and humoral responses were effectively induced.
    CONCLUSIONS: ZIKV infection during the second trimester of gestation induces short-term brain injury, and although viral genomes persist in tissues, most of the virus is cleared before delivery.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    生物制药产品通常在中国仓鼠卵巢(CHO)细胞培养物中生产,这些细胞培养物易受病毒感染。因此,监管要求生物药物的下游纯化步骤可以从原料中除去病毒。阴离子交换色谱(AEX)是最常用于此目的的下游单元操作之一,并声称其去除病毒的能力。然而,各种工艺参数对AEX去除病毒的影响尚不完全清楚。机械建模可能是解决这一差距的一种有希望的方法,因为这些模型需要相对较少的校准实验。这使它们成为提高对病毒清除的理解的有价值的工具,特别是因为病毒加标研究是昂贵和耗时的。在这项研究中,我们介绍了如何通过机械建模来描述QSepharoseFF树脂对MVM模拟病毒颗粒的病毒清除。将集总动力学模型与空间质量作用模型组合,并使用三个线性梯度实验和增量分步洗脱梯度在微观尺度上进行校准。随后验证了该模型预测不同氯化钠浓度影响的能力,以及停留时间,在病毒清除方面,并与验证运行的LRV达成了良好的协议。总的来说,像这样的模型可以增强对病毒清除机制的机械理解,从而有助于开发更有效和更安全的生物制药下游过程。
    Biopharmaceutical products are often produced in Chinese hamster ovary (CHO) cell cultures that are vulnerable to virus infections. Therefore, it is a regulatory requirement that downstream purification steps for biopharmaceuticals can remove viruses from feedstocks. Anion exchange chromatography (AEX) is one of the downstream unit operations that is most frequently used for this purpose and claimed for its capability to remove viruses. However, the impact of various process parameters on virus removal by AEX is still not fully understood. Mechanistic modeling could be a promising way to approach this gap, as these models require comparatively few experiments for calibration. This makes them a valuable tool to improve understanding of viral clearance, especially since virus spiking studies are costly and time consuming. In this study, we present how the virus clearance of a MVM mock virus particle by Q Sepharose FF resin can be described by mechanistic modeling. A lumped kinetic model was combined with a steric mass action model and calibrated at micro scale using three linear gradient experiments and an incremental step elution gradient. The model was subsequently verified for its capability to predict the effect of different sodium chloride concentrations, as well as residence times, on virus clearance and was in good agreement with the LRVs of the verification runs. Overall, models like this could enhance the mechanistic understanding of viral clearance mechanisms and thereby contribute to the development of more efficient and safer biopharmaceutical downstream processes.
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  • 文章类型: Journal Article
    在进入临床试验或生物药物的商业推出之前,通常需要进行病毒清除(VC)研究。随着先验知识和经验的增加,平台验证可用于消除一些VC研究,此类策略已更新为行业指南,如ICHQ5A(R2)。此外,在产品的生命周期管理过程中可能会发生过程变化。在这种情况下,需要识别高风险工艺参数,并定义相应的控制策略,以确保产品的病毒安全性。这项工作描述了基于科学的风险管理工具的设计,以及该工具如何用于平台验证和流程变更方案。
    Viral clearance (VC) studies are routinely required prior to entering clinical trials or for commercial launch of biopharmaceuticals. With increasing prior knowledge and experience, platform validation can be used to eliminate some VC studies and such strategy has been updated into industry guidelines, such as ICH Q5A (R2). In addition, process changes can happen during life-cycle management of a product. In these circumstances, high-risk process parameters need to be identified and corresponding control strategies need to be defined to ensure viral safety of the product. This work describes the design of a science-based risk management tool and how this tool is employed for platform validation and process change scenarios.
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  • 文章类型: Journal Article
    本研究旨在回顾性评估2010年8月至2022年8月期间无症状和有症状的先天性巨细胞病毒(cCMV)感染病例的基线和随访病毒载量和病毒清除时间。93例病例中,他们无症状(n:55)和有症状(n:38)。在有症状的cCMV(ScCMV)感染(13054IU/mL)中检测到的中位基线血液病毒载量显着高于无症状的cCMV(AcCMV)感染(4636IU/mL)(p<0.013)。中位病毒清除时间没有差异(75天和90天,分别)在ScCMV和AcCMV感染组的基线病毒血症病例中。中位基线血液病毒载量(6930IU/mL和14268IU/mL,分别)和中位病毒清除时间(75天和85天,分别)在6周和6个月抗病毒治疗组之间。基线血液病毒载量之间没有发现相关性,临床严重程度,以及涉及的系统数量。然而,在最初的病毒血症病例中,有症状病例的病毒载量阈值为8856IU/mL,敏感性为85.7%,特异性为54.5%。
    This study aimed to retrospectively evaluate the baseline and follow-up viral loads and viral clearance times in cases followed for asymptomatic and symptomatic congenital cytomegalovirus (cCMV) infection between August 2010 and August 2022. Among 93 cases, they had asymptomatic (n: 55) and symptomatic (n: 38). The median baseline blood viral load detected in the symptomatic cCMV (ScCMV) infection (13 054 IU/mL) was significantly higher than that of asymptomatic cCMV (AcCMV) infection (4636 IU/mL) (p < 0.013). There was no difference in median viral clearance times (75 and 90 days, respectively) in baseline viremic cases in the ScCMV and AcCMV infection groups. There were no differences in median baseline blood viral load (6930 IU/mL and 14 268 IU/mL, respectively) and median viral clearance times (75 and 85 days, respectively) between the 6-week and 6-month antiviral treatment group. No correlation was found between baseline blood viral load, clinical severity, and the number of systems involved. However, in initial viremic cases, the viral load threshold for a symptomatic case was 8856 IU/mL, with 85.7% sensitivity and 54.5% specificity.
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  • 文章类型: Journal Article
    这项回顾性观察性研究调查了早期COVID-19治疗的影响,包括抗病毒药物和单克隆抗体(mAb),在感染特定Omicron亚谱系的高风险门诊患者中,按时获得阴性拭子结果。该研究在2021年12月至2023年3月期间从米兰的LuigiSacco医院招募了104名患者,根据他们感染的Omicron亚谱系(BA.1,BA.2,BA.4/BA.5)和他们接受的早期治疗进行分类(抗病毒药物或单克隆抗体)。收集的关键数据包括人口统计学和临床特征,来自qPCR测试的初始和后续循环阈值(Ct)值,和拭子之间的间隔。参与者的平均年龄为63岁(四分位数范围[IQR]54.0-76.5),55.8%为男性。在患者中,15人获得单克隆抗体(14.4%),99人接受了抗病毒治疗(95.2%)-特别是,Paxlovid(51.9%),Molnupiravir(21.1%),和Remdesivir(12.5%)。在一个月的随访期间,没有患者需要住院治疗或死亡。关于Omicron子谱系,23例患者(22.1%)感染BA.1,53例(51%)感染BA.2,28例(26.9%)感染BA.4/BA.5。初始拭子和随访拭子之间的中位间隔为6天(IQR6.0-7.0)。初始Ct值的中位数为18.5(IQR16.5-22.1),在随访时增加到中位数30.5(IQR27.1-33.0),表明病毒载量减少。一个不显着的趋势表明,与BA.1感染的患者相比,无论治疗类型如何,感染BA.2和BA.4/BA.5亚谱系的患者可能会经历Ct值的更快增加-表明病毒载量减少更快。然而,这一趋势没有达到统计学意义(p=0.609),可能是由于样本量有限,没有明确的趋势曲线。总之,该研究未发现特定的早期治疗与达到拭子阴性的时间之间存在显著关联.这些发现强调了病毒清除的复杂动态,并强调需要对更大的患者队列进行进一步研究,以完善高危COVID-19患者的治疗方案。
    This retrospective observational study investigates the impact of early COVID-19 therapies, including antivirals and monoclonal antibodies (mAbs), on time to achieve negative swab results in high-risk outpatients infected with specific Omicron sublineages. The study enrolled 104 patients from Luigi Sacco Hospital in Milan between December 2021 and March 2023, categorizing them based on the Omicron sublineage they were infected with (BA.1, BA.2, BA.4/BA.5) and the early treatment they received (antivirals or mAbs). Key data collected included demographic and clinical characteristics, initial and follow-up cycle threshold (Ct) values from qPCR tests, and the interval between swabs. The median age of the participants was 63 years (Interquartile Range [IQR] 54.0-76.5), and 55.8% were male. Among the patients, 15 received mAbs (14.4%), and 99 received antiviral treatments (95.2%) - specifically, Paxlovid (51.9%), Molnupiravir (21.1%), and Remdesivir (12.5%). No patients required hospitalization or experienced mortality during the one-month follow-up period. Regarding Omicron sublineages, 23 patients (22.1%) were infected with BA.1, 53 (51%) with BA.2, and 28 (26.9%) with BA.4/BA.5. The median interval between the initial and follow-up swabs was 6 days (IQR 6.0-7.0). Initial Ct values had a median of 18.5 (IQR 16.5-22.1), which increased to a median of 30.5 (IQR 27.1-33.0) at follow-up, indicating a reduction in viral load. A non-significant trend suggested that patients infected with BA.2 and BA.4/BA.5 sublineages might experience a faster increase in Ct values-indicating quicker viral load reduction - compared to those infected with BA.1, regardless of treatment type. However, this trend did not achieve statistical significance (p=0.609), likely due to the limited sample size and the absence of a clear trend curve. In summary, the study did not find a significant association between specific early therapies and the time to achieve swab negativization. These findings underscore the complex dynamics of viral clearance and highlight the need for further research with larger patient cohorts to refine treatment protocols for high-risk COVID-19 patients.
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  • 文章类型: Journal Article
    急性感染期间SARS-CoV-2病毒动力学与长期COVID发展之间的关系在很大程度上是未知的。
    在2021年10月至2022年2月之间,共有7361名无症状社区居民参加了“在家测试我们”父母研究。参与者自我收集前鼻拭子,每24-48小时进行SARS-CoV-2RT-PCR检测,共10-14天,无论症状或感染状态。在招募时没有COVID-19病史,随后在父母研究中发现SARS-CoV-2RT-PCR检测≥1阳性的参与者于2023年8月重新联系,并询问他们是否经历了长时间的COVID,定义为SARS-CoV-2感染后持续3个月或更长时间的新症状的发展。参与者的周期阈值被转换成病毒载量,使用最低点后的病毒载量对病毒清除的斜率进行建模。使用对数二项式模型,将建模的斜率作为曝光,我们计算了随后发展为1-2种症状的长期COVID的相对风险,3-4症状,或5+症状,调整年龄,症状的数量,和SARS-CoV-2变种。还计算了基于病毒清除的个体长期COVID症状的调整后相对风险(aRR)。
    172名参与者有资格进行分析,59人(34.3%)报告经历长期COVID。具有3-4个症状和5个症状的长期COVID的风险增加了2.44倍(aRR:2.44;95%CI:0.88-6.82)和4.97倍(aRR:4.97;95%CI:1.90-13.0),每增加一个病毒载量斜率单位,分别。与从未发展为长COVID的参与者相比,发展为长COVID的参与者在急性疾病期间从病毒载量峰值到病毒清除的时间明显更长(8.65[95%CI:8.28-9.01]与10.0[95%CI:9.25-10.8])。病毒清除斜率与疲劳的长期COVID症状呈显著正相关(aRR:2.86;95%CI:1.22-6.69),脑雾(ARR:4.94;95%CI:2.21-11.0),呼吸短促(RR:5.05;95%CI:1.24-20.6),胃肠道症状(aRR:5.46;95%CI:1.54-19.3)。
    我们观察到,在急性COVID-19期间,从病毒载量峰值到病毒RNA清除的时间更长与发展为长COVID的风险增加有关。Further,较慢的清除率与较多的长型COVID症状相关。这些发现表明,早期病毒宿主动力学在随后长COVID的发展中具有重要的机械意义。
    UNASSIGNED: The relationship between SARS-CoV-2 viral dynamics during acute infection and the development of long COVID is largely unknown.
    UNASSIGNED: A total of 7361 asymptomatic community-dwelling people enrolled in the Test Us at Home parent study between October 2021 and February 2022. Participants self-collected anterior nasal swabs for SARS-CoV-2 RT-PCR testing every 24-48 hours for 10-14 days, regardless of symptom or infection status. Participants who had no history of COVID-19 at enrollment and who were subsequently found to have ≥1 positive SARS-CoV-2 RT-PCR test during the parent study were recontacted in August 2023 and asked whether they had experienced long COVID, defined as the development of new symptoms lasting 3 months or longer following SARS-CoV-2 infection. Participant\'s cycle threshold values were converted into viral loads, and slopes of viral clearance were modeled using post-nadir viral loads. Using a log binomial model with the modeled slopes as the exposure, we calculated the relative risk of subsequently developing long COVID with 1-2 symptoms, 3-4 symptoms, or 5+ symptoms, adjusting for age, number of symptoms, and SARS-CoV-2 variant. Adjusted relative risk (aRR) of individual long COVID symptoms based on viral clearance was also calculated.
    UNASSIGNED: 172 participants were eligible for analyses, and 59 (34.3%) reported experiencing long COVID. The risk of long COVID with 3-4 symptoms and 5+ symptoms increased by 2.44 times (aRR: 2.44; 95% CI: 0.88-6.82) and 4.97 times (aRR: 4.97; 95% CI: 1.90-13.0) per viral load slope-unit increase, respectively. Participants who developed long COVID had significantly longer times from peak viral load to viral clearance during acute disease than those who never developed long COVID (8.65 [95% CI: 8.28-9.01] vs. 10.0 [95% CI: 9.25-10.8]). The slope of viral clearance was significantly positively associated with long COVID symptoms of fatigue (aRR: 2.86; 95% CI: 1.22-6.69), brain fog (aRR: 4.94; 95% CI: 2.21-11.0), shortness of breath (aRR: 5.05; 95% CI: 1.24-20.6), and gastrointestinal symptoms (aRR: 5.46; 95% CI: 1.54-19.3).
    UNASSIGNED: We observed that longer time from peak viral load to viral RNA clearance during acute COVID-19 was associated with an increased risk of developing long COVID. Further, slower clearance rates were associated with greater number of symptoms of long COVID. These findings suggest that early viral-host dynamics are mechanistically important in the subsequent development of long COVID.
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  • 文章类型: Journal Article
    背景:COVID-19或长COVID急性后遗症,是一种以持续的COVID-19症状为特征的疾病。只要COVID在经过一段时间后由临床标准定义,早期干预的机会可能有助于未来的预防方法;然而,目前,病理生物学机制是多因素的。通过在最终临床诊断之前分析早期病毒感染的上呼吸道组织,有可能鉴定免疫应答改变的生物标志物,以促进未来的研究和干预.方法:这是从确诊的COVID-19患者中收集的样本的亚组分析。从鼻咽/中鼻甲样品中提取RNA,测序,测序并在感染后第14天进行生物信息学分析,以分析长COVID和非长COVID队列。分析了不同时间点平均病毒载量的差异以及血清学数据。结果:我们在长期COVID患者中鉴定出26个上调基因。失调途径包括补体和纤维蛋白溶解途径和IL-7上调。此外,参与神经传递的基因失调,而长COVID组的病毒载量明显更高,病毒清除率更慢。结论:发现与最终长期COVID诊断相关的早期基因通路异常可能有助于早期识别。我们证明,急性感染后,病毒应答的原位致病差异与注定要达到COVID长期一致诊断的患者相关,而这完全取决于临床因素.这些结果在COVID-19感染的自然史中确定了一个重要的生物学时间窗,并且长期的COVID发病机理可以从护理标准的上呼吸道标本中进行检测。
    Background: Post-acute sequelae of COVID-19, or long COVID, is a condition characterized by persistent COVID-19 symptoms. As long COVID is defined by clinical criteria after an elapsed period, an opportunity for early intervention may aid in future prophylactic approaches; however, at present, the pathobiological mechanisms are multifactorial. By analyzing early virally infected upper respiratory tract tissue prior to eventual clinical diagnosis, it may be possible to identify biomarkers of altered immune response to facilitate future studies and interventions. Methods: This is a sub-group analysis of samples collected from those with confirmed COVID-19. RNA extraction from nasopharyngeal/mid-turbinate samples, sequencing, and bioinformatic analysis were performed to analyze long COVID and non-long COVID cohorts at day 14 post infection. Differences in mean viral load at various timepoints were analyzed as well as serological data. Results: We identified 26 upregulated genes in patients experiencing long COVID. Dysregulated pathways including complement and fibrinolysis pathways and IL-7 upregulation. Additionally, genes involved in neurotransmission were dysregulated, and the long COVID group had a significantly higher viral load and slower viral clearance. Conclusions: Uncovering early gene pathway abnormalities associated with eventual long COVID diagnosis may aid in early identification. We show that, post acute infection, in situ pathogenic deviations in viral response are associated with patients destined to meet consensus long COVID diagnosis that is entirely dependent on clinical factors. These results identify an important biological temporal window in the natural history of COVID-19 infection and long COVID pathogenesis amenable to testing from standard-of-care upper respiratory tract specimens.
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  • 文章类型: Journal Article
    背景:在免疫受损个体中驱动新的致病病毒株发展的延迟病毒清除和宿主内病毒进化的免疫学决定因素是未知的。因此,我们纵向研究了SARS-CoV-2特异性免疫应答与免疫受损个体中病毒清除和进化的关系.
    方法:在Omicron感染的免疫受损个体中,我们确定了SARS-CoV-2特异性T细胞和B细胞反应,抗标IgG(3)滴度,中和滴度,和单克隆抗体(mAb)抗性相关突变。入组后28天鼻咽标本定义为早期(RT-PCR阴性≤28天)或晚期(RT-PCR阳性>28天)病毒清除。
    结果:纳入的30名患者(中位年龄61.9岁[IQR47.4-72.3],50%女性),20人(66.7%)接受了mAb治疗。13(43.3%)显示早期和17(56.7%)晚期病毒清除。早期病毒清除患者和无抗性相关突变的患者具有显著较高的基线IFN-γ释放,并且早期病毒清除患者在基线时具有较高的SARS-CoV-2特异性B细胞频率。在非单克隆抗体治疗的患者中,第7天IgG和中和滴度在病毒清除早期和晚期的患者中显著较高.
    结论:早期强大的适应性免疫应答对于有效的病毒清除至关重要,并且与Omicron感染的免疫受损患者中减少mAb抗性相关突变的出现有关。这强调了早期SARS-CoV-2特异性T细胞和B细胞反应的重要性,从而为开发新的治疗方法提供了理论基础。
    BACKGROUND: The immunological determinants of delayed viral clearance and intra-host viral evolution that drive the development of new pathogenic virus strains in immunocompromised individuals are unknown. Therefore, we longitudinally studied SARS-CoV-2-specific immune responses in relation to viral-clearance and evolution in immunocompromised individuals.
    METHODS: Among Omicron-infected immunocompromised individuals, we determined SARS-CoV-2-specific T- and B-cell responses, anti-spike IgG(3) titers, neutralization titers, and monoclonal antibody (mAb)-resistance-associated mutations. The 28-day post-enrollment nasopharyngeal specimen defined early (RT-PCR negative ≤28 days) or late (RT-PCR- positive >28 days) viral-clearance.
    RESULTS: Of 30 patients included (median age 61.9 years [IQR 47.4-72.3], 50% females), 20 (66.7%) received mAb-therapy. Thirteen (43.3%) demonstrated early and 17 (56.7%) late viral-clearance. Early viral-clearance patients and patients without resistance-associated mutations had significantly higher baseline IFN-γ release and early viral-clearance patients had a higher frequency of SARS-CoV-2-specific B-cells at baseline. In non-mAb-treated patients, day 7 IgG and neutralization titers were significantly higher in those with early versus late viral-clearance.
    CONCLUSIONS: An early robust adaptive immune response is vital for efficient viral-clearance and associated with less emergence of mAb-resistance-associated mutations in Omicron-infected immunocompromised patients. This emphasizes the importance of early SARS-CoV-2-specific T- and B-cell responses and thereby provides a rationale for development of novel therapeutic approaches.
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  • 文章类型: Journal Article
    目的:在这项回顾性队列研究中,我们的目的是评估临床有效性和病毒清除后使用莫诺比拉韦,在中国,以SARS-CoV-2的omicronBA.5.2和BF.7亚变体为主的COVID-19住院患者中,阿维定和帕索维。
    方法:入选患者被分配到莫诺比拉韦组或阿兹夫定组或帕克斯洛维组或对照组(不服用任何抗病毒药物)。队列研究的主要结果是治疗后病毒清除和病毒负荷反弹,次要结果是28天全因死亡率。四组倾向得分匹配(1:1)。我们使用局部加权回归(LOWESS)平滑数据绘制了每种抗病毒药物干预的病毒载量趋势。使用多变量逻辑回归(逐步算法)模型来确定28天死亡率的任何危险因素。
    结果:在接受任何治疗的1537名患者中,886(57.6%)接受了莫努普拉韦,390(25.4%)接受阿兹维定,94(6.1%)接受了帕克斯洛维德,和167(10.9%)没有使用任何抗病毒药物。我们的数据分析显示年龄(OR=1.05,95%CI:1.03-1.07,P<0.001),Charlson合并症指数(OR=1.32,95%CI:1.18-1.48,P<0.001),COVID-19的严重程度(P<0.001),丙种球蛋白(OR=2.04,95%CI:1.03~3.99,P=0.039)和糖皮质激素(OR=2.3,95%CI:1.19~4.69,P=0.017)是COVID-19患者28d死亡的独立预后因素。在倾向得分匹配(PSM)之后,paxlovid接受者(OR=0.22,95%CI:0.05~0.83,P=0.036)或阿兹夫定接受者(OR=0.27,95%CI:0.07~0.91,P=0.046)的28日死亡率低于配对对照组.对照组在第9-16天左右发生病毒反弹,而在三个口服抗病毒组中均未发现病毒反弹。我们发现,与paxlovid组相比,molnupiravir组在核酸转化率阴性方面的表现相当,而阿兹夫定组的表现略差于帕克斯洛维组或莫诺比拉韦组。
    结论:在我们的COVID-19住院患者的回顾性队列中,莫努比拉韦,与对照相比,paxlovid和azvudine接受者显示出病毒载量更快,更稳定的减少和罕见病毒反弹对抗病毒治疗的反应。该研究支持paxlovid和azvudine的初始治疗与28天内全因死亡的风险显着降低相关。
    OBJECTIVE: In this retrospective cohort study, we aimed to assess clinical effectiveness and viral clearance following the use of molnupiravir, azvudine and paxlovid in hospitalized patients with COVID-19 in China dominated by the omicron BA.5.2 and BF.7 subvariant of SARS-CoV-2.
    METHODS: Enrolled patients were assigned to the molnupiravir group or the azvudine group or the paxlovid group or the control group (not taking any antiviral drugs). The primary outcome of the cohort study was viral clearance and viral burden rebound after treatment and the secondary outcome was 28-day all-cause mortality. The four groups were propensity score-matched (1:1). We plotted viral load trends for each antiviral drug intervention using locally weighted regression (LOWESS) smoothed data. Multivariate logistic regression (stepwise algorithm) models were used to determine any risk factors for 28-day mortality.
    RESULTS: Of the 1537 patients receiving any treatment, 886 (57.6 %) received molnupiravir, 390 (25.4 %) received azvudine, 94 (6.1 %) received paxlovid, and 167 (10.9 %) did not use any antiviral drugs. Our data analysis showed that age (OR = 1.05, 95 % CI: 1.03-1.07, P < 0.001), Charlson comorbidty index (OR = 1.32, 95 % CI: 1.18-1.48, P < 0.001), severity of COVID-19 (P < 0.001), gamma globulin (OR = 2.04, 95 % CI: 1.03-3.99, P = 0.039) and corticosteroids use (OR = 2.3, 95 % CI: 1.19-4.69, P = 0.017) were independent prognostic factors for 28-day mortality in COVID-19 patients. After propensity score matching (PSM), the paxlovid recipients (OR = 0.22, 95 % CI: 0.05-0.83, P = 0.036) or azvudine recipients (OR = 0.27, 95 % CI: 0.07-0.91, P = 0.046) had lower 28-day mortality compared to their matched controls. Viral rebound occurred in the control group around days 9-16, while no viral rebound was found in any of the three oral antiviral groups. We found that molnupiravir group performed comparably in terms of the rate of nucleic acid conversion negative compared with the paxlovid group, while azvudine group performed slightly worse compared with the paxlovid group or molnupiravir group.
    CONCLUSIONS: In our retrospective cohort of hospitalized patients with COVID-19 during the wave of omicron strain, the molnupiravir, paxlovid and azvudine recipients showed a faster and more stable decrease in viral load and rare virus rebound in response to antiviral treatments when compared to the controls. The study supported that initiation treatment with paxlovid and azvudine was associated with significantly lower risk of all-cause death within 28 days.
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