threshold

阈值
  • 文章类型: Journal Article
    目的:本研究旨在确定与作为参考标准的弥散加权磁共振成像(DW-MRI)相比,在疑似急性缺血性卒中患者中使用计算机断层扫描灌注(CTP)检测缺血核心体积的准确性。
    方法:这项回顾性单中心研究纳入了因怀疑急性缺血性卒中而接受CTP和DW-MRI检查的患者。在DW-MRI测量缺血核心大小。可检测性阈值体积被定义为通过每种方法检测到的最低体积。血运重建治疗的临床数据,以及影响选择的临床决定,被收集。使用Mann-WhitneyU检验比较缺血核的体积。
    结果:在83例接受CTP的患者中,52例患者(中位年龄73岁,IQR63-80,36名男性)也进行了DW-MRI检查,共有70个缺血核。关于缺血核心,CTP和DW-MRI仅检出18/70(26%),而52/70(74%)仅通过DW-MRI检测到。在CTP上未检测到的52个缺血性核心的中位体积(0.6mL,IQR0.2-1.3mL)显着低于(p<0.001)在CTP上检测到的18个缺血核(14.2mL,IQR7.0-18.4mL)。在CTP上检测到的最小缺血核心具有5.0mL的体积。在20例CTP未检测到缺血核心的患者中,只有10%(2/20)接受了溶栓治疗.
    结论:CTP图谱未能检测到小于5mL的缺血核心。DW-MRI对于可疑的缺血性小脑损伤仍然至关重要,以指导正确的治疗决策。
    OBJECTIVE: This study aimed to determine the accuracy of detecting ischemic core volume using computed tomography perfusion (CTP) in patients with suspected acute ischemic stroke compared to diffusion-weighted magnetic resonance imaging (DW-MRI) as the reference standard.
    METHODS: This retrospective monocentric study included patients who underwent CTP and DW-MRI for suspected acute ischemic stroke. The ischemic core size was measured at DW-MRI. The detectability threshold volume was defined as the lowest volume detected by each method. Clinical data on revascularization therapy, along with the clinical decision that influenced the choice, were collected. Volumes of the ischemic cores were compared using the Mann-Whitney U test.
    RESULTS: Of 83 patients who underwent CTP, 52 patients (median age 73 years, IQR 63-80, 36 men) also had DW-MRI and were included, with a total of 70 ischemic cores. Regarding ischemic cores, only 18/70 (26%) were detected by both CTP and DW-MRI, while 52/70 (74%) were detected only by DW-MRI. The median volume of the 52 ischemic cores undetected on CTP (0.6 mL, IQR 0.2-1.3 mL) was significantly lower (p < 0.001) than that of the 18 ischemic cores detected on CTP (14.2 mL, IQR 7.0-18.4 mL). The smallest ischemic core detected on CTP had a volume of 5.0 mL. Among the 20 patients with undetected ischemic core on CTP, only 10% (2/20) received thrombolysis treatment.
    CONCLUSIONS: CTP maps failed in detecting ischemic cores smaller than 5 mL. DW-MRI remains essential for suspected small ischemic brain lesions to guide a correct treatment decision-making.
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  • 文章类型: Journal Article
    背景:甲状腺球蛋白(Tg)在分化型甲状腺癌(DTC)患者的随访中的应用已得到充分证明。尽管第三代免疫测定提高了准确性,局限性仍然存在(干扰抗Tg抗体和测量变异性)。不断发展的治疗策略需要重新评估Tg阈值,以实现最佳的患者管理。
    目的:评估两个人群的血清Tg测试性能:接受甲状腺全切除术和放射性碘残留消融(RRA)的患者,或单独进行甲状腺切除术。
    方法:前瞻性观察性研究。设置。为意大利甲状腺癌观察站(ITCO)数据库做出贡献的中心。
    方法:我们纳入了540例有5年随访且抗Tg抗体阴性的患者。
    方法:在1年随访时评估血清Tg水平。
    方法:在随访5年内检测结构性疾病。
    结果:排除在任何时间点检测到的26例结构性疾病患者后,中位Tg在接受或不接受放射性碘治疗的患者之间没有差异.数据驱动的Tg阈值是根据无病个体Tg水平的第97百分位数建立的:仅接受甲状腺切除术的患者为1.97ng/mL(低于MSKCC方案和ESMO指南提出的,但表现出良好的预测能力,对于接受术后RRA的患者,阴性预测值(NPV)为98%)和0.84ng/mL。高灵敏度和净现值支持这些阈值在排除结构性疾病方面的潜力。
    结论:这项真实世界的研究为1年血清Tg水平的持续可靠性提供了证据。提出的数据驱动的Tg阈值为接受或不接受RRA的全甲状腺切除术的患者的临床决策提供了有价值的见解。
    BACKGROUND: The utility of thyroglobulin (Tg) in the follow-up of differentiated thyroid cancer (DTC) patients has been well-documented. Although third-generation immunoassays have improved accuracy, limitations persist (interfering anti-Tg antibodies and measurement variability). Evolving treatment strategies require a reevaluation of Tg thresholds for optimal patient management.
    OBJECTIVE: To assess the performance of serum Tg testing in two populations: patients receiving total thyroidectomy and radioiodine remnant ablation (RRA), or treated with thyroidectomy alone.
    METHODS: Prospective observational study. Setting. Centers contributing to the Italian Thyroid Cancer Observatory (ITCO) database.
    METHODS: We included 540 patients with 5 years of follow-up and negative anti-Tg antibodies.
    METHODS: Serum Tg levels assessed at 1-year follow-up visit.
    METHODS: Detection of structural disease within 5 years of follow-up.
    RESULTS: After excluding 26 patients with structural disease detected at any time point, the median Tg did not differ between patients treated with or without radioiodine. Data-driven Tg thresholds were established based on the 97th percentile of Tg levels in disease-free individuals: 1.97 ng/mL for patients undergoing thyroidectomy alone (lower than proposed by the MSKCC protocol and ESMO Guidelines, yet demonstrating good predictive ability, with a negative predictive value (NPV) of 98%) and 0.84 ng/mL for patients receiving post-surgical RRA. High sensitivity and NPV supported the potential of these thresholds in excluding structural disease.
    CONCLUSIONS: This real-world study provides evidence for the continued reliability of 1-year serum Tg levels. The data-driven Tg thresholds proposed offer valuable insights for clinical decision-making in patients undergoing total thyroidectomy with or without RRA.
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  • 文章类型: Journal Article
    最近的研究对噪声水平与人们的短期噪声烦恼之间的线性关联越来越感兴趣。然而,对测量短期噪声烦恼以及不同活动环境如何影响这些非线性关联的研究有限。为了解决这个研究空白,这项研究使用实时生态瞬时评估(EMA)数据和日重建方法(DRM)的召回数据测量了人们的短期噪声烦恼。使用全球定位系统和便携式噪声传感器捕获相应的噪声水平。采用沙普利加性解释方法,我们研究了噪声水平与人们在不同活动环境中的实时和召回噪声烦恼之间的非线性关联。结果表明,1)与召回的烦恼相比,人们对实时烦恼(非线性关联阈值:60dB)的噪声水平具有更大的敏感性,具有较高的70dB的非线性关联阈值。2)噪声水平与人们的实时/召回噪声烦恼之间的非线性关联在不同的活动环境之间变化。人们往往对实时烦恼中的噪音比对旅行路线和工作场所的烦恼更敏感。3)在检查的因素中,噪声水平的贡献因活动环境而异。噪声水平对人们在户外休闲场所和旅行路线上的实时噪声烦恼的贡献更大。这些发现增强了我们对噪声水平与人们的短期噪声烦恼之间的非线性关联的理解。超越线性范式。政策制定者在实施噪声控制措施时应考虑非线性关系和不同的活动环境。
    Recent research has become increasingly interested in the on-linear associations between noise levels and people\'s short-term noise annoyance. However, there has been limited investigation into measuring short-term noise annoyance and how different activity contexts may affect these non-linear associations. To address this research gap, this study measured people\'s short-term noise annoyance using real-time Ecological Momentary Assessment (EMA) data and the Day Reconstruction Method\'s (DRM) recalled data. Corresponding noise levels were captured using Global Positioning Systems and portable noise sensors. Employing the Shapley additive explanations method, we examined the non-linear associations between noise level and people\'s real-time and recalled noise annoyance across different activity contexts. The results indicated that 1) People had greater sensitivity to noise levels in real-time annoyance (non-linear association threshold: 60 dB) compared to recalled annoyance, which had a higher non-linear association threshold of 70 dB. 2) The non-linear associations between noise level and people\'s real-time/recalled noise annoyance varied between different activity contexts. People tended to be more sensitive to noise in real-time annoyance than recalled annoyance on travel routes and at workplaces. 3) Among the factors examined, the contribution of noise level varied across activity contexts. Noise level contributed more significantly to people\'s real-time noise annoyance in outdoor recreational sites and on travel routes. These findings enhance our understanding of the non-linear association between noise level and people\'s short-term noise annoyance, moving beyond the linear paradigm. Policymakers should consider the non-linear relationships and different activity contexts when implementing noise control measures.
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  • 文章类型: Journal Article
    血小板减少在早产儿中很常见,并可能与出血有关。大多数血小板输注是预防性的。以前,建议新生儿使用较高的血小板计数阈值,但这一建议在最近的研究中受到质疑。在PlaNeT2试验中,血小板计数阈值最高的新生儿的死亡率和严重出血发生率高于其他新生儿.在这次审判之后,我们通过将预防性输血的血小板计数阈值从50,000降至25,000/mm3,改变了我们的血小板输注实践.我们进行了一项前后回顾性队列研究,以量化血小板输注频率,并通过分析死亡和严重出血事件来评估新方案。这项回顾性单中心研究包括妊娠37周前出生的新生儿,在新的血小板输注方案之前的2年内,其血小板计数<150,000/mm3(高预防性输血阈值,50,000/mm3)和新的血小板输注方案后的2年内(低预防性输血阈值,25,000/mm3)。主要结局是两组中接受至少一次血小板输注的新生儿比例。我们还比较了死亡和严重出血事件的比例。共发现707例血小板减少新生儿。在高门槛组中,99/360(27.5%)接受了至少一次血小板输注,而低阈值组则为56/347(16.1%)(p<0.001)。两组在死亡或严重出血事件的比例上没有差异。
    结论:血小板计数阈值降低可显著减少血小板输注次数,而不增加严重出血事件。
    背景:•最近的一项随机试验表明,血小板输注的限制性血小板计数阈值可能对早产新生儿有益。
    背景:•将输血的血小板计数阈值从50,000降低至25,000/mm3时,新生儿重症监护病房的输血次数显著减少,但不增加严重出血事件。
    Thrombocytopenia is common in preterm neonates and can be associated with hemorrhage. Most platelet transfusions are prophylactic. Previously, higher platelet-count thresholds were recommended for neonates, but this recommendation has been questioned in recent studies. In the PlaNeT2 trial, mortality and serious bleeding were more frequent in neonates with the highest platelet-count threshold than in others. Following this trial, we changed our platelet transfusion practice by lowering the platelet-count threshold for prophylactic transfusion from 50,000 to 25,000/mm3. We conducted a before-after retrospective cohort study to quantify the frequency of platelet transfusions and assess the new protocol by analyzing death and serious hemorrhage events. This retrospective monocentric study included neonates born before 37 weeks of gestation with platelet count < 150,000/mm3 during the 2 years preceding the new platelet transfusion protocol (high prophylactic transfusion threshold, 50,000/mm3) and during the 2 years after the new platelet transfusion protocol (low prophylactic transfusion threshold, 25,000/mm3). The primary outcome was the proportion of neonates receiving at least one platelet transfusion in both groups. We also compared the proportion of deaths and severe hemorrhage events. A total of 707 neonates with thrombocytopenia were identified. In the high-threshold group, 99/360 (27.5%) received at least one platelet transfusion as compared with 56/347 (16.1%) in the low-threshold group (p < 0.001). The groups did not differ in proportion of deaths or severe hemorrhage events.
    CONCLUSIONS: A reduced platelet-count threshold for transfusion allowed for a significant reduction in the number of platelet transfusions without increasing severe hemorrhage events.
    BACKGROUND: • A recent randomized trial suggested that restrictive platelet-count thresholds for platelet transfusion could be beneficial for preterm neonates.
    BACKGROUND: • On lowering the platelet-count threshold for transfusion from 50,000 to 25,000/mm3, the number of transfusions significantly decreased without increasing severe hemorrhage events in a neonatal intensive care unit.
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  • 文章类型: Journal Article
    目的:确定左美沙酮/非比帕胺和安乃近单独和联合使用对急性伤害性感受的影响。
    方法:8健康,成年比格犬在2个单独的随机分组中使用,完全交叉,实验试验(阈值测试和最低肺泡浓度的测定[MAC])与蒙面观察员。在两个试验中,治疗方法为0.2mg·kg-1左美沙酮/芬吡胺(L),75mg·kg-1安乃近(M),或其组合(LM)。在有意识的狗中,使用不断上升的力确定机械阈值。通过倾斜的接触热测量热阈值。七氟醚的MAC使用带电刺激的包围法测定(50V,50Hz,10ms)治疗前和治疗后1和4小时。
    结果:L和LM的机械阈值显着增加,超过基线(BL)165分钟,超过M135分钟。热阈值偏移百分比在L中持续75分钟和在LM中持续135分钟显著增加到高于BL。在L和LM中,从15到75或135分钟的热阈值偏移百分比明显高于M,分别。在L和LM中,与BL和M相比,七氟醚的MAC在1小时时显著降低。
    结论:口服安乃近增加了左美沙酮/芬比胺的持续时间,但没有增加热镇痛的幅度。清醒犬的机械抗伤害感受和左美沙酮/芬匹普胺的麻醉效果没有改变。
    结论:联合给药左美沙酮/芬比普胺和安乃近以增加镇痛作用是不合理的。
    OBJECTIVE: To determine the effect of levomethadone/fenpipramide and metamizole alone and in combination on acute nociception.
    METHODS: 8 healthy, adult Beagles were used in 2 separate randomized, complete crossover, experimental trials (threshold testing and determination of minimal alveolar concentration [MAC]) with masked observers. In both trials, treatments were 0.2 mg·kg-1 levomethadone/fenpipramide (L), 75 mg·kg-1 metamizole (M), or their combination (LM). In conscious dogs, mechanical thresholds were determined using constantly rising force. Thermal thresholds were measured via ramped contact heat. The MAC of sevoflurane was determined using the bracketing method with electrical stimulus (50 V, 50 Hz, 10 ms) before and 1 and 4 hours after treatment.
    RESULTS: Mechanical thresholds in L and LM were significantly increased above baseline (BL) for 165 minutes and above M for 135 minutes. Percent thermal threshold excursion significantly increased above BL in L for 75 minutes and in LM for 135 minutes. In L and LM, the percent thermal threshold excursion was significantly higher than in M from 15 to 75 or 135 minutes, respectively. In L and LM, the MAC of sevoflurane was significantly reduced at 1 hour compared to BL and M.
    CONCLUSIONS: Duration but not the magnitude of thermal antinociception of levomethadone/fenpipramide was increased by metamizole. Mechanical antinociception in awake dogs and anesthetic-sparing effects of levomethadone/fenpipramide were not altered.
    CONCLUSIONS: Coadministration of levomethadone/fenpipramide and metamizole to increase antinociception is not justified.
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  • 文章类型: Journal Article
    保护生物多样性对于维持基本的生态系统功能至关重要。生物多样性和生态系统功能之间的积极关系表明了这一点。然而,生物多样性下降对生态系统功能的影响,以应对不断增加的人类压力仍然不确定。这种不确定性源于人类活动之间权衡的复杂性,气候变化,河流属性,生物多样性,这些问题没有得到全面的集体解决。这里,我们提供的证据表明,河流生物多样性与多功能性显着正相关,并有助于关键的生态系统功能,如微生物驱动的水净化,凋落叶分解和病原体控制。然而,在人类压力值为0.5时,人类压力导致微生物多样性和河流多功能关系的突然变化。在全球约30%(N=58)的国家中,高于这一阈值的面积比率超过了全球平均水平(~11%),尤其是在欧洲。结果表明,人类压力通过直接效应和交互效应影响生态系统功能。我们提供了更直接的证据,证明由普遍存在的人类压力引发的非加性效应会影响全球河流的多功能性。在高水平的人类压力下,生物多样性对养分循环的有益影响,碳储存,毛初级生产力,落叶分解,病原体控制趋于减少。我们的发现强调,考虑人类压力与当地非生物和生物因素之间的相互作用是理解气候变化和人类压力增加下河流生态系统命运的关键。
    Conserving biodiversity is crucial for maintaining essential ecosystem functions, as indicated by the positive relationships between biodiversity and ecosystem functioning. However, the impacts of declining biodiversity on ecosystem functions in response to mounting human pressures remain uncertain. This uncertainty arises from the complexity of trade-offs among human activities, climate change, river properties, and biodiversity, which have not been comprehensively addressed collectively. Here, we provide evidence that river biodiversity was significantly and positively associated with multifunctionality and contributed to key ecosystem functions such as microbially driven water purification, leaf litter decomposition and pathogen control. However, human pressure led to abrupt changes in microbial diversity and river multifunctionality relationships at a human pressure value of 0.5. In approximately 30 % (N = 58) of countries globally, the ratio of area above this threshold exceeded the global average (~11 %), especially in Europe. Results show that human pressure affected ecosystem functions through direct effects and interactive effects. We provide more direct evidence that the nonadditive effects triggered by prevailing human pressure impact the multifunctionality of rivers globally. Under high levels of human stress, the beneficial effects of biodiversity on nutrient cycling, carbon storage, gross primary productivity, leaf litter decomposition, and pathogen control tend to diminish. Our findings highlight that considering interactions between human pressure and local abiotic and biotic factors is key for understanding the fate of river ecosystems under climate change and increasing human pressure.
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  • 文章类型: Journal Article
    肺部图像往往具有强噪声的特点,灰度分布不均匀,复杂的病理结构,这使得肺部图像分割成为一项具有挑战性的任务。为了解决这个问题,本文提出了一种结合阈值和梯度的初始肺掩模提取算法。算法采用基于差分记忆的时间序列特征提取方法(TFDM),由灰度阈值和图像灰度特征得到。同时,提出了一种基于改进凸包方法的肺轮廓修复算法来解决实体结节等病变造成的轮廓损失。实验结果表明,在COVID-19CT分割数据集上,本文提出的先进的肺分割算法取得了较好的分割效果,大大提高了肺分割的一致性和准确性。我们的方法可以获得更多的肺部信息,产生理想的分割效果,提高了精度和鲁棒性。
    Lung images often have the characteristics of strong noise, uneven grayscale distribution, and complex pathological structures, which makes lung image segmentation a challenging task. To solve this problems, this paper proposes an initial lung mask extraction algorithm that combines threshold and gradient. The gradient used in the algorithm is obtained by the time series feature extraction method based on differential memory (TFDM), which is obtained by the grayscale threshold and image grayscale features. At the same time, we also proposed a lung contour repair algorithm based on the improved convex hull method to solve the contour loss caused by solid nodules and other lesions. Experimental results show that on the COVID-19 CT segmentation dataset, the advanced lung segmentation algorithm proposed in this article achieves better segmentation results and greatly improves the consistency and accuracy of lung segmentation. Our method can obtain more lung information, resulting in ideal segmentation effects with improved accuracy and robustness.
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  • 文章类型: Journal Article
    根据健康正义的充分性理论,正义要求人们有平等的机会获得适当的健康。在这篇文章中,我阐述了这一观点的结构,并评估了其对以下方面的分配影响:(i)在人与人之间的健康需求之间以及(ii)在医疗保健支出与其他社会产品之间。我争辩说,首先,根据充分性理论,健康不足不能通过提供其他社会产品来完全抵消。And,第二,它可以通过强调超过适当健康水平的改善相对较小的重量来防止社会的医疗化,如果有的话,从正义的角度来看。
    According to the sufficiency theory of justice in health, justice requires that people have equal access to adequate health. In this article, I lay out the structure of this view and I assess its distributive implications for setting priority (i) between health needs across persons and (ii) between health care spending and other societal goods. I argue, first, that according to the sufficiency theory, deficiency in health cannot be completely offset by providing other societal goods. And, second, that it can prevent the medicalization of societies by stressing that improvements beyond the level of adequate health have relatively little weight, if any, from the standpoint of justice.
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  • 文章类型: Journal Article
    目的:使用国家健康和营养调查(NHANES)的数据,并采用受控衰减参数(CAP)措施,本研究探讨了维生素E(VE)摄入与肝脏脂肪变性的相关性及其对不同亚群的影响。
    方法:我们从2017-2020NHANES数据集中选择了5757名具有CAP数据的参与者。通过24小时饮食召回评估每日VE摄入量。使用瞬时弹性成像定量肝脏脂肪含量以测量CAP。分层多元回归分析研究了不同子集的关系,和广义加性模型识别非线性关系和阈值。
    结果:调整混杂因素后,较高的VE摄入量与较低的CAP水平相关。亚组分析和相互作用测试显示,肥胖个体的VE摄入量与CAP之间存在明显更强的负相关。进一步的分析表明,在一般研究人群和肥胖亚组中,VE摄入量与肝脏脂肪变性的严重程度之间存在曲线关系。展示阈值效应。在一般人群中,低于阈值(6.58毫克/天)的VE摄入量与CAP水平呈正相关,而高于此阈值的摄入量显示出负相关性。对于肥胖个体,阈值设定为7.37毫克/天,以上与CAP的负相关更为明显。
    结论:我们的研究表明,VE摄入量与肝脏脂肪含量呈负相关,强调VE在肥胖脂肪肝患者中的潜在关键作用。重要的是,我们确定了一般人群和肥胖人群中VE摄入的阈值效应.我们的结果支持临床营养干预,个性化饮食指导,以及对抗脂肪肝的药物的开发。
    OBJECTIVE: Using data from the National Health and Nutrition Examination Survey (NHANES) and employing Controlled Attenuation Parameter (CAP) measures, this study explores the correlation between vitamin E (VE) intake and hepatic steatosis and its impact on different subsets.
    METHODS: We selected 5757 participants with CAP data from the 2017-2020 NHANES dataset. Daily VE intake was assessed by a 24-hour dietary recall. Hepatic fat content was quantified using transient elastography to measure CAP. Stratified multivariable regression analysis investigated relationships in different subsets, and a generalized additive model identified nonlinear relationships and thresholds.
    RESULTS: After adjusting for confounders, higher VE intake correlated with lower CAP levels. Subgroup analyses and tests for interaction revealed a significantly stronger negative correlation between VE intake and CAP in obese individuals. Further analysis indicated a curvilinear relationship between VE intake and the severity of liver fat degeneration in both the general study population and the obese subgroup, demonstrating a threshold effect. In the general population, VE intake below the threshold (6.58 mg/day) is positively correlated with CAP levels, whereas intake above this threshold shows a negative correlation. For obese individuals, the threshold is set at 7.37 mg/day, above which the negative correlation with CAP is even more pronounced.
    CONCLUSIONS: Our study revealed a negative correlation between VE intake and hepatic fat content, highlighting the potentially crucial role VE plays in obese fatty liver patients. Importantly, we identified threshold effects of VE intake in both general and obese populations. Our results support clinical nutritional interventions, personalized dietary guidance, and the development of drugs to combat fatty liver.
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  • 文章类型: Journal Article
    疫苗中最广泛已知的热原杂质是革兰氏阴性细菌内毒素脂多糖(LPS)。当服用有毒剂量时,内毒素引发炎症反应,导致内毒素休克.关于动物研究中使用的临床前疫苗制剂的内毒素含量(EC)的文献非常贫乏,推荐的阈值仅基于为人类设定的商业疫苗限值,因此,与EC对临床前研究研究中使用的物种的动物福利的实际影响无关。进行了一项广泛的研究,以评估施用于小鼠的制剂(临床前研究研究中使用的最常见物种)中内毒素含量与其福利之间的潜在关系,以计算候选疫苗制剂的EC阈值。三年的历史数据,来自超过500种不同抗原类型的制剂(即,蛋白质,糖缀合物,OMV/GMMA)注射到超过5000只小鼠中,用两种替代的统计方法进行了评估,两者都表明实际内毒素水平与小鼠福利之间没有显着关系。阈值的计算是,因此,通过一致性与证明对动物福利没有影响的配方进行比较。
    The most widely known pyrogen impurity in vaccines is the Gram-negative bacterial endotoxin lipopolysaccharide (LPS). When administered at toxic doses, endotoxin triggers inflammatory responses, which lead to endotoxic shock. The literature on endotoxic content (EC) for preclinical vaccines\' formulations used in animal studies is very poor, and the recommended thresholds are solely based on commercial vaccine limits set for humans and are, therefore, not connected to the actual impact of EC on animal welfare for species used in preclinical research studies. An extensive study to evaluate the presence of a potential relationship between endotoxin content in formulations administered to mice (the most common species used in preclinical research studies) and their welfare was conducted to calculate an EC threshold for formulations of candidate vaccines. Three years of historical data, from more than 500 formulations of different antigen types (i.e., proteins, glycoconjugates, OMV/GMMA) injected into more than 5000 mice, was evaluated with two alternative statistical methodologies, both demonstrating that there is no significant relationship between actual endotoxin levels and mouse welfare. The calculation of thresholds was, therefore, performed by consistency versus formulations that demonstrated no impact on animal welfare.
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