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Machine-learning-based integration of tumor microenvironment features predicting immunotherapy response 基于机器学习的肿瘤微环境特征集成预测免疫治疗反应
Pub Date : 2025-01-27 DOI: 10.1002/mef2.70009
Kunpeng Luo, Shuqiang Liu, Yunfu Cui, Jinglin Li, Xiuyun Shen, Jincheng Xu, Yanan Jiang

Immunotherapy has revolutionized cancer treatment in recent years, yet non-responsiveness of immunotherapy remains a challenge for cancer treatment. Therefore, the prediction method for potential clinical benefits of patients from immunotherapy is urgently needed. This study aims to develop an effective clinical practice assistance tool to evaluate the potential clinical benefits and therapy responsiveness of patients undergoing immunotherapy. We developed an immunotherapy resistance score (IRS), which performed well compared with conventional immunotherapy response indicators across different immunotherapy cohorts. Tumor microenvironment (TME) analysis showed that both immune and nonimmune features collectively impact immunotherapy responsiveness. Thus, IRS was constructed based on the TME features using machine learning approaches. The clinical application potential of IRS has been demonstrated in our in-house Harbin Medical University (HMU) cohort and an external validation cohort. Furthermore, we analyzed the correlation between IRS and pathways related to cancer therapy targets to explore the application potential of IRS in comprehensive cancer therapy. In conclusion, IRS is a robust tool for predicting patient immunotherapy prognosis, which has great potential to promote precise clinical therapy.

近年来,免疫疗法对癌症治疗产生了革命性的影响,但免疫治疗的无反应性仍然是癌症治疗的一个挑战。因此,迫切需要免疫治疗患者潜在临床获益的预测方法。本研究旨在开发一种有效的临床实践辅助工具,以评估接受免疫治疗的患者的潜在临床益处和治疗反应性。我们开发了一种免疫治疗抵抗评分(IRS),与传统的免疫治疗反应指标相比,它在不同的免疫治疗队列中表现良好。肿瘤微环境(TME)分析表明,免疫和非免疫特征共同影响免疫治疗反应性。因此,IRS是使用机器学习方法基于TME特征构建的。IRS的临床应用潜力已在我们内部的哈尔滨医科大学(HMU)队列和外部验证队列中得到证实。进一步分析IRS与肿瘤治疗靶点相关通路的相关性,探讨IRS在肿瘤综合治疗中的应用潜力。综上所述,IRS是预测患者免疫治疗预后的有力工具,具有促进临床精准治疗的巨大潜力。
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引用次数: 0
COVID-19-Associated White Lung Correlates With the Dysfunctional Neutrophil Response Revealed by Single-Cell Immune Profiling 单细胞免疫谱分析揭示的covid -19相关白肺与中性粒细胞反应功能失调相关
Pub Date : 2025-01-27 DOI: 10.1002/mef2.70012
Yi Wang, Xiaoxia Wang, Xiong Zhu, Guogang Xu

Most individuals with COVID-19, caused by SARS-CoV-2 infection, experience asymptomatic or mild-to-moderate symptoms, while a minority of patients may deteriorate to severe illness or fatal outcomes [1]. Severe COVID-19 can lead to critical complications, including respiratory distress and increased mortality rates [2]. One such complication is the development of “white lung” on chest radiographs (e.g., X-ray), characterized by extensive inflammation and fluid accumulation affecting 70%–80% of the lung area [3]. The appearance of white lung signals a critical stage in COVID-19 patients, profoundly impairing lung function, often requiring mechanical ventilation and ICU admission, and substantially increasing mortality risk [1, 2]. Despite extensive research into the pathophysiology of COVID-19, the mechanisms underlying “white lung” remain poorly understood.

Here, we performed single-cell RNA sequencing analysis of bronchoalveolar lavage fluid (BALF) to characterize the pathophysiology of “white lung” in COVID-19 (Figure 1A). BALF samples were collected from 16 patients with moderate (MO, n = 3), severe (SE, n = 6), and “white lung” (WL, n = 7) syndrome, as well as from 3 healthy controls (HC) (Figure 1A). After quality control filtering (Supporting Information S1: Figure S1A–C), we obtained transcriptome data sets from 136,015 cells (mean = 7159 cells/sample). Using uniform manifold approximation and projection (UMAP), we identified 7 major cell types (Supporting Information S1: Figure S1D) and, through sub-clustering, 44 distinct cell states representing diverse respiratory cell types (Supporting Information S1: Figure S1E). UMAP visualization (Supporting Information S1: Figure S1F) revealed substantial inter-group heterogeneity. The distribution of seven major clusters was portrayed through RO/E (Supporting Information S1: Figure S1G) [1]. We observed an obvious expansion of NK and neutrophils in COVID-19 patients with “white lung” (Supporting Information S1: Figure S1G–J, Figure 1B). However, NK cells comprised < 0.5% of the total cell population in these patients (Supporting Information S1: Figure S1I), implying that their expansion is unlikely to be the primary driver of this complication. In contrast, neutrophils constituted up to 85% of BALF cells in COVID-19 patients with “white lung,” whereas this proportion did not exceed 25% in any other group (Figure 1B, Supporting Information S1: Figure S1H). PCA analysis clearly distinguished neutrophils from “white lung” patients from those in controls and patients with moderate and severe COVID-19 (Supporting Information S1: Figure S2A,B). Among BALF immune cells, neutrophils exhibited a significant association with “white lung” patients (Supporting Information S1: Figure S2C). These results suggested that neutrophil infiltration may be a key driver of “white lung” development in COVID-19.<

由SARS-CoV-2感染引起的大多数COVID-19患者无症状或轻度至中度症状,而少数患者可能恶化为严重疾病或致命后果。严重的COVID-19可导致严重并发症,包括呼吸窘迫和死亡率增加。其中一种并发症是胸片(如x线)上出现“白肺”,其特征是广泛的炎症和积液影响70%-80%的肺面积。白色肺的出现标志着COVID-19患者进入关键阶段,严重损害肺功能,往往需要机械通气和ICU住院,并大大增加死亡风险[1,2]。尽管对COVID-19的病理生理学进行了广泛的研究,但对“白肺”的机制仍然知之甚少。在这里,我们对支气管肺泡灌洗液(BALF)进行了单细胞RNA测序分析,以表征COVID-19“白肺”的病理生理学(图1A)。BALF样本采集自16例中度(MO, n = 3)、重度(SE, n = 6)和“白肺”(WL, n = 7)综合征患者,以及3例健康对照(HC)(图1A)。经过质量控制过滤(支持信息S1:图S1A-C),我们获得了来自136,015个细胞(平均= 7159个细胞/样本)的转录组数据集。使用均匀流形近似和投影(UMAP),我们确定了7种主要的细胞类型(支持信息S1:图S1D),并通过亚聚类,确定了44种不同的细胞状态,代表不同的呼吸细胞类型(支持信息S1:图S1E)。UMAP可视化(支持信息S1:图S1F)显示了大量的组间异质性。通过RO/E(支持信息S1:图S1G)[1]描绘了7个主要集群的分布。我们观察到在COVID-19“白肺”患者中NK和中性粒细胞明显增加(支持信息S1:图sg1 - j,图1B)。然而,NK细胞占这些患者总细胞群的0.5%(支持信息S1:图S1I),这意味着它们的扩增不太可能是该并发症的主要驱动因素。相比之下,在COVID-19“白肺”患者中,中性粒细胞占BALF细胞的85%,而在任何其他组中,这一比例均不超过25%(图1B,支持信息S1:图S1H)。PCA分析清楚地区分了“白肺”患者、对照组和中重度COVID-19患者的中性粒细胞(支持信息S1:图S2A,B)。在BALF免疫细胞中,中性粒细胞与“白肺”患者表现出显著的相关性(支持信息S1:图S2C)。这些结果表明,中性粒细胞浸润可能是COVID-19“白肺”发展的关键驱动因素。中性粒细胞亚群显示了11个转录不同的亚型:2个未成熟亚型,2个成熟亚型,3个衰老亚型和5个稳态亚型(图1C)。所有中性粒细胞亚群在COVID-19“白肺”患者中都富集,进一步支持中性粒细胞浸润在这一严重并发症中的关键作用(支持信息S1:图S2D)。基于分区的图抽象(PAGA)分析确定了两种不同的中性粒细胞分化轨迹,最终导致老年子集(支持信息S1:图S2E)。稳态中性粒细胞似乎代表了连接未成熟和衰老亚群的过渡阶段(支持信息S1:图S2E),可能提供治疗靶点。COVID-19“白肺”患者的BALF中性粒细胞含有两个ldn(低密度中性粒细胞)簇,命名为Neu_Immature_01/02(图1C)。ldn主要在病理条件下产生(例如,紧急骨髓生成过程中的严重感染和败血症),与以免疫抑制和炎症为特征的功能失调免疫反应有关。Neu_Immature_01/02集群高度表达多个isg (ISG15、IFITM1、IFITM3和RSAD2)以及参与中性粒细胞胞外陷阱(NET)形成的基因(MPO、ELANE和PRTN3),这些基因与严重感染有关(图1D)。这些簇也表达了关键的NETosis (NETs)调节因子PADI4(图1D)。NETs与严重传染病bbb的发病机制有关。此外,Neu_Immature_01/02表达CD24、OLFM4、LCN2和BPI基因,这些基因先前与严重感染[4]的不良预后相关。其他中性粒细胞亚群也高度表达net相关基因,突出了中性粒细胞反应的系统性失调(图1D)。除了NET形成外,来自“白肺”患者的中性粒细胞还释放促炎分子(例如S100A8/9/12、CCL3/4和CXCL8),已知这些分子在COVID-19中引发细胞因子风暴(图1D)[1]。 S100A8/A9/A12是COVID-19细胞因子风暴的关键驱动因子,在“白肺”患者的中性粒细胞中显著上调(支持信息S1:图S2G)。使用先前定义的炎症和细胞因子评分[1],我们确定中性粒细胞是“白肺”患者炎症的主要来源(支持信息S1:图S2F)。这些结果表明,由中性粒细胞驱动的过度炎症反应有助于肺部免疫病理,可能是新冠肺炎“白肺”发展的关键因素。抑制T细胞活化[4]的PD-L1 (CD274)和精氨酸酶1 (ARG1)在COVID-19“伴白”患者的中性粒细胞中高表达(图1E)。PDL1+中性粒细胞(所有亚群;图1E)已被证明在LPS暴露后对癌症、HIV-1感染和淋巴组织(淋巴结、脾脏和血液)发挥抑制作用。ARG1+中性粒细胞(未成熟中性粒细胞;图1E)严重感染[4]时,精氨酸耗竭并阻碍T细胞功能。ARG1+细胞,主要是未成熟的中性粒细胞,与表达pdl1的细胞重叠(图1E),提示在“白肺”患者中存在功能失调、潜在抑制的中性粒细胞。具体而言,未成熟中性粒细胞与效应T细胞和耗竭T细胞(例如CD4_Exhaustion, CD8_Effector_GZMA)之间存在强相互作用(图1F)。包括HLA-E_KLRD1、HLA-E_KLRC1/2和HLA-E_KLRK1在内的多个配体受体(L-R)对在“白肺”患者中表现出很强的相互作用潜力(支持信息S1:图S2J)。慢性病毒感染过程中,HLA-E_KLRD1/C1/C2/K1信号通路与T细胞功能障碍和病毒持续存在有关。这些发现为进一步研究COVID-19“白肺”的免疫发病机制和潜在治疗策略提供了基础。为了研究中性粒细胞之间的功能差异,我们分析了每组患者的差异表达基因(DEGs)。与健康对照相比,我们分别在中度、重度和“白肺”COVID-19患者的中性粒细胞中发现了4682、758和1131个上调基因(支持信息S1:图S2H)。其中,471个deg是“白肺”COVID-19所独有的(支持信息S1:图S2H),并且在与中性粒细胞激活和脱颗粒相关的途径中富集(支持信息S1:图S2I)。过度活跃的中性粒细胞反应和脱颗粒可促进NET的形成,加重炎症和组织损伤,并有助于病理。因此,来自“白肺”患者的中性粒细胞表现出更高的中性粒细胞活化和脱颗粒评分,进一步暗示中性粒细胞反应失调在“白肺”的发病机制中(图1H,支持信息S1:图S2I)。一个稳态亚型(Neu_Homeostatic_04)和两个衰老亚型(Neu_Aged_02/03)被完全激活(支持信息S1:图S3A),表明它们对“白肺”患者肺损伤的贡献。这些亚群一致表达高水平的激活和脱颗粒相关基因(支持信息S1:图S3B-D)。CXCL8 (IL-8)对感染部位的中性粒细胞募集和激活至关重要,它与其受体CXCR2在中性粒细胞上的相互作用触发启动、激活和随后的组织损伤。“白肺”患者中性粒细胞中CXCL8和CXCR2的表达明显高于中重度患者以及健康对照组(图1H)。因此,阻断CXCL8-CXCR2轴可能为控制covid -19相关的白肺并发症提供潜在的治疗靶点。特别是,“白肺”患者的代表性胸部CT图像见
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引用次数: 0
Case series: Brolucizumab efficacy and safety in treating neovascular age-related macular degeneration 病例系列:Brolucizumab治疗新生血管性年龄相关性黄斑变性的有效性和安全性
Pub Date : 2025-01-12 DOI: 10.1002/mef2.70010
Linling Cheng, Charlotte L. Zhang, Cheryl C. Lai, Ning Sun, Hiuwa Hang
<p>Dear Editor,</p><p>Neovascular age-related macular degeneration (nAMD) is a leading cause of irreversible visual loss in older individuals and can significantly impact their quality of life and independence. Age-induced degeneration of the retinal pigment epithelium (RPE) leads to a hypoxia and chronic inflammation, which promote abnormal choroidal neovascularization (CNV) via vascular endothelial growth factor (VEGF) secretion.<span><sup>1</sup></span> This neovascularization disrupts retinal structure, causing exudation and vision impairment.</p><p>The advent of anti-VEGF agents, designed to reduce abnormal neovascularization by inhibiting VEGF, has been validated in various clinical studies. Brolucizumab (Beovu®) is a newer agent, comprising a 26 kDa humanized monoclonal single-chain variable fragment against VEGF-A, and has demonstrated comparable efficacy to existing agents in improving visual and anatomical outcomes with fewer required dosages, thereby lowering treatment burden.<span><sup>2</sup></span> In the MERLIN study, 6 mg injections of Beovu® at 4-week intervals led to more pronounced effect in reducing subretinal fluid (SRF) compared to aflibercept.<span><sup>2</sup></span> However, the safety profile of brolucizumab remains a concern due to the higher incidence of reported adverse effects in patients, including noninfectious intraocular inflammation (IOI), endophthalmitis, retinal vasculitis (RV), retinal vascular occlusion (RVO), and secondary glaucoma.<span><sup>3</sup></span></p><p>Here, we report the clinical outcomes of five nAMD patients treated with Beovu® at the Macau Brightcare Medical Center between April 2017 and February 2023. Each patient received intravitreal Beovu® or a combination of Beovu® and other anti-VEGF agents (Table S1). The outcomes of these five patients treated for nAMD and polypoidal choroidal vasculopathy (PCV) illustrate variable responses to anti-VEGF therapies, as well as the potential for adverse effects with newer treatments.</p><p>Patient 1 presented with pigment epithelial detachment (PED) (Figure S1A) and significant improvement in the right eye following a Beovu® injection (Figure S1B), achieving improved best corrected visual acuity (BCVA) from 1.0 to 1.2 at 9 days, with stability at 43 days. OCT showed progressive resolution of PED without recurrence, suggesting a favorable response to Beovu® for initial PED resolution in nAMD.</p><p>Patient 2 initially showed improvement in BCVA and reduced SRF after three Lucentis® injections (Figure S2A,B). Three years later, recurrence with significant PED and SRF required further treatment. Beovu® injections stabilized the condition (Figure S2C,D), but BCVA only improved marginally to counting fingers. While Beovu® helped reduce fluid accumulation, the visual recovery remained limited, highlighting potential limitations in achieving functional gains in recurrent cases.</p><p>Patient 3 also presented with leakage (Figure S3A) and SRF (Figure S3B) in bo
新生血管性年龄相关性黄斑变性(nAMD)是老年人不可逆视力丧失的主要原因,可显著影响他们的生活质量和独立性。年龄诱导的视网膜色素上皮(RPE)变性导致缺氧和慢性炎症,从而通过血管内皮生长因子(VEGF)的分泌促进异常脉络膜新生血管(CNV)这种新生血管破坏视网膜结构,引起渗出和视力损害。抗VEGF药物的出现,旨在通过抑制VEGF来减少异常的新生血管形成,已在各种临床研究中得到验证。Brolucizumab (Beovu®)是一种较新的药物,包含26 kDa的人源化单克隆单链可变片段,用于对抗VEGF-A,并且在改善视觉和解剖结果方面具有与现有药物相当的疗效,所需剂量更少,从而降低治疗负担2在MERLIN研究中,每隔4周注射6 mg Beovu®在减少视网膜下液(SRF)方面的效果比afliberept更明显然而,由于患者报告的不良反应发生率较高,包括非感染性眼内炎症(IOI)、眼内炎、视网膜血管炎(RV)、视网膜血管闭塞(RVO)和继发性青光眼,brolucizumab的安全性仍然令人担忧。在此,我们报告了2017年4月至2023年2月期间在澳门光明医疗中心接受Beovu®治疗的5名nAMD患者的临床结果。每位患者均接受玻璃体内Beovu®或Beovu®联合其他抗vegf药物治疗(表S1)。这5例接受nAMD和息肉样脉络膜血管病变(polypoidal choroidal vascular pathy, PCV)治疗的患者的结果表明,抗vegf治疗的不同反应,以及新治疗可能产生的不良反应。患者1出现色素上皮脱离(PED)(图S1A),注射Beovu®后右眼明显改善(图S1B),第9天最佳矫正视力(BCVA)从1.0提高到1.2,43天稳定。OCT显示PED逐渐消退,无复发,表明Beovu®对nAMD的初始PED消退有良好的反应。患者2在三次注射Lucentis®后最初表现出BCVA改善和SRF降低(图S2A,B)。三年后,复发并伴有明显的PED和SRF需要进一步治疗。Beovu®注射剂稳定了病情(图S2C,D),但BCVA仅略微改善到计数手指。虽然Beovu®有助于减少液体积聚,但视力恢复仍然有限,这突出了在复发病例中实现功能恢复的潜在局限性。患者3在荧光素血管造影和SD-OCT中也出现渗漏(图S3A)和SRF(图S3B)。他受益于Beovu®,BCVA从0.8提高到1.0,OCT显示视网膜内和视网膜下积液减少(图S3C)。然而,与患者2不同的是,随访期间未观察到复发,表明pcv相关PED的早期治疗持续有效。患者4有长期的治疗抵抗性nAMD病史,尽管在2年多的时间里多次注射Lucentis®和Eylea®,但视力改善有限。在以显著SRF和视网膜内积液(IRF)为标志的复发后(图S4A), Beovu®治疗超过7个月。这导致SRF和IRF稳定消退,1年3个月后无复发(图S4B)。虽然Beovu®被证明对结构改善有效,但未实现功能恢复,这表明它可能在对其他抗vegf耐药的慢性病例中提供结构稳定。患者5在最近一次注射Eylea®后6个月出现PCV复发(图1A)。单次Beovu®注射后BCVA初步改善(图1B),几天后出现炎症和眼压升高(图1C),导致诊断为IOI和RV。开始强化皮质类固醇和降低眼压治疗,逐渐消除炎症,改善视网膜结构(图1D),尽管视力后来恶化。治疗新的PED和中央凹下出血需要额外的Eylea®注射。该病例强调了Beovu®的相关风险,特别是IOI、IOP尖峰和RV,需要仔细选择和监测患者。在这些病例中,抗vegf治疗的反应因治疗史、疾病慢性性和潜在病理而异。在先前注射Lucentis®或Eylea®后接受Beovu®治疗的3例患者实现了液体减少,但1例经历了IOI事件,这与文献将brolucizumab与afliberept转换后IOI风险增加相一致。 这表明,在转换治疗以减轻炎症并发症时,仔细的患者选择和监测是必不可少的。在给药方面,HAWK和rier试验建议在初始加载阶段每月注射Beovu®,然后每8-12周维持一次我们的研究结果表明,患者4在治疗后一年多视力保持稳定的情况下,有可能在更长的间隔时间内不丧失疗效。值得注意的是,多项研究报告Beovu治疗患者的眼部不良反应发生率高于阿非利西普。6mg剂量组的发生率(3.1%-9.3%)高于3mg剂量组(1.4%),这表明增加剂量会增加不良事件的风险,需要仔细考虑更个性化的给药方案。鉴于brolucizumab的有效作用,但在高剂量时风险增加,个性化的给药策略平衡疗效和安全性是必不可少的。当出现IOI或RVO并发症时,及时使用皮质类固醇进行干预对于防止不可逆的视力损害至关重要。我们的病例与brolucizumab诱导的IOI显示快速发作的症状和需要定期的早期随访。在这种情况下,虽然视力没有完全恢复,但及时切换到类固醇治疗方案导致了改善,这强调了在注射beovu®后监测警惕的必要性。虽然传统成像,如彩色眼底摄影和光学相干断层扫描,可能会错过早期炎症指标,激光耀斑细胞光度法(LFCP),测量房水蛋白水平,已被提出作为早期识别IOI的方法研究表明,LFCP中15光子计数/毫秒的阈值可能是brolucizumab诱导的IOI信号,但需要进一步验证。将这种非侵入性生物标志物应用于常规护理可以改善高危患者的早期诊断和干预。总之,Beovu®已被证明是一种有效的治疗方法,可用于治疗nAMD, PED和PCV等疾病的持续性视网膜积液和减少中央子野厚度,特别是在其他抗vegf治疗失败的情况下。它的长效效果和延长给药间隔的能力,如本病例所见,减轻了患者的治疗负担。然而,眼内炎症的风险,特别是高剂量和注射频率的增加,仍然是一个值得关注的问题。个性化给药方案、早期随访和潜在的生物标志物引导监测可以帮助优化结果,同时最大限度地减少不良事件。进一步研究眼内炎症的预测性生物标志物和危险因素可能有助于提高长期使用的安全性和有效性。程玲玲:概念化(平等);数据管理(相等);形式分析(相等);写作-原稿(同等)。Charlotte L. Zhang:概念化(平等);数据管理(相等);形式分析(相等);写作-原稿(同等)。Cheryl C. Lai:数据管理(equal);形式分析(相等);写作—评审与编辑(同等)。孙宁:数据策展(equal);写作—评审与编辑(同等)。杭Hiuwa:概念化(平等);监督(平等);写作—评审与编辑(同等)。所有作者都同意稿件的最终版本提交出版。作者声明无利益冲突。本研究经澳门光明医院伦理委员会批准,并获得所有参与患者的书面知情同意。所有数据在分析前都是匿名的,并且没有从参与者那里收集新的数据。
{"title":"Case series: Brolucizumab efficacy and safety in treating neovascular age-related macular degeneration","authors":"Linling Cheng,&nbsp;Charlotte L. Zhang,&nbsp;Cheryl C. Lai,&nbsp;Ning Sun,&nbsp;Hiuwa Hang","doi":"10.1002/mef2.70010","DOIUrl":"https://doi.org/10.1002/mef2.70010","url":null,"abstract":"&lt;p&gt;Dear Editor,&lt;/p&gt;&lt;p&gt;Neovascular age-related macular degeneration (nAMD) is a leading cause of irreversible visual loss in older individuals and can significantly impact their quality of life and independence. Age-induced degeneration of the retinal pigment epithelium (RPE) leads to a hypoxia and chronic inflammation, which promote abnormal choroidal neovascularization (CNV) via vascular endothelial growth factor (VEGF) secretion.&lt;span&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt; This neovascularization disrupts retinal structure, causing exudation and vision impairment.&lt;/p&gt;&lt;p&gt;The advent of anti-VEGF agents, designed to reduce abnormal neovascularization by inhibiting VEGF, has been validated in various clinical studies. Brolucizumab (Beovu®) is a newer agent, comprising a 26 kDa humanized monoclonal single-chain variable fragment against VEGF-A, and has demonstrated comparable efficacy to existing agents in improving visual and anatomical outcomes with fewer required dosages, thereby lowering treatment burden.&lt;span&gt;&lt;sup&gt;2&lt;/sup&gt;&lt;/span&gt; In the MERLIN study, 6 mg injections of Beovu® at 4-week intervals led to more pronounced effect in reducing subretinal fluid (SRF) compared to aflibercept.&lt;span&gt;&lt;sup&gt;2&lt;/sup&gt;&lt;/span&gt; However, the safety profile of brolucizumab remains a concern due to the higher incidence of reported adverse effects in patients, including noninfectious intraocular inflammation (IOI), endophthalmitis, retinal vasculitis (RV), retinal vascular occlusion (RVO), and secondary glaucoma.&lt;span&gt;&lt;sup&gt;3&lt;/sup&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;Here, we report the clinical outcomes of five nAMD patients treated with Beovu® at the Macau Brightcare Medical Center between April 2017 and February 2023. Each patient received intravitreal Beovu® or a combination of Beovu® and other anti-VEGF agents (Table S1). The outcomes of these five patients treated for nAMD and polypoidal choroidal vasculopathy (PCV) illustrate variable responses to anti-VEGF therapies, as well as the potential for adverse effects with newer treatments.&lt;/p&gt;&lt;p&gt;Patient 1 presented with pigment epithelial detachment (PED) (Figure S1A) and significant improvement in the right eye following a Beovu® injection (Figure S1B), achieving improved best corrected visual acuity (BCVA) from 1.0 to 1.2 at 9 days, with stability at 43 days. OCT showed progressive resolution of PED without recurrence, suggesting a favorable response to Beovu® for initial PED resolution in nAMD.&lt;/p&gt;&lt;p&gt;Patient 2 initially showed improvement in BCVA and reduced SRF after three Lucentis® injections (Figure S2A,B). Three years later, recurrence with significant PED and SRF required further treatment. Beovu® injections stabilized the condition (Figure S2C,D), but BCVA only improved marginally to counting fingers. While Beovu® helped reduce fluid accumulation, the visual recovery remained limited, highlighting potential limitations in achieving functional gains in recurrent cases.&lt;/p&gt;&lt;p&gt;Patient 3 also presented with leakage (Figure S3A) and SRF (Figure S3B) in bo","PeriodicalId":74135,"journal":{"name":"MedComm - Future medicine","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/mef2.70010","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143114341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The recent development, application, and future prospects of muscle atrophy animal models 肌萎缩动物模型的研究进展、应用及前景展望
Pub Date : 2024-12-24 DOI: 10.1002/mef2.70008
Gongchang Zhang, Fengjuan Hu, Tingting Huang, Xiaoqing Ma, Ying Cheng, Xiaolei Liu, Wenzhou Jiang, Birong Dong, Chenying Fu

Muscle atrophy, characterized by the loss of muscle mass and function, is a hallmark of sarcopenia and cachexia, frequently associated with aging, malignant tumors, chronic heart failure, and malnutrition. Moreover, it poses significant challenges to human health, leading to increased frailty, reduced quality of life, and heightened mortality risks. Despite extensive research on sarcopenia and cachexia, consensus in their assessment remains elusive, with inconsistent conclusions regarding their molecular mechanisms. Muscle atrophy models are crucial tools for advancing research in this field. Currently, animal models of muscle atrophy used for clinical and basic scientific studies are induced through various methods, including aging, genetic editing, nutritional modification, exercise, chronic wasting diseases, and drug administration. Muscle atrophy models also include in vitro and small organism models. Despite their value, each of these models has certain limitations. This review focuses on the limitations and diverse applications of muscle atrophy models to understand sarcopenia and cachexia, and encourage their rational use in future research, therefore deepening the understanding of underlying pathophysiological mechanisms, and ultimately advancing the exploration of therapeutic strategies for sarcopenia and cachexia.

肌肉萎缩,以肌肉质量和功能的丧失为特征,是肌肉减少症和恶病质的标志,通常与衰老、恶性肿瘤、慢性心力衰竭和营养不良有关。此外,它对人类健康构成重大挑战,导致身体更加虚弱,生活质量下降,死亡风险增加。尽管对肌肉减少症和恶病质进行了广泛的研究,但对它们的评估仍然难以达成共识,关于它们的分子机制的结论也不一致。肌肉萎缩模型是推进该领域研究的重要工具。目前,用于临床和基础科学研究的肌肉萎缩动物模型是通过各种方法诱导的,包括衰老、基因编辑、营养修饰、运动、慢性消耗性疾病和药物给药。肌肉萎缩模型还包括体外模型和小生物模型。尽管这些模型都很有价值,但它们都有一定的局限性。本文综述了肌萎缩模型在理解肌少症和恶病质方面的局限性及其应用,并鼓励其在未来的研究中合理应用,从而加深对肌少症和恶病质潜在病理生理机制的认识,最终推进肌少症和恶病质治疗策略的探索。
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引用次数: 0
Harnessing the gut microbiome to enhance cancer immunotherapy: Current advances and future directions in microbiota-based therapeutic strategies 利用肠道微生物群增强癌症免疫治疗:基于微生物群的治疗策略的当前进展和未来方向
Pub Date : 2024-12-24 DOI: 10.1002/mef2.70006
Binyan Zhao, Bailing Zhou, Qing Li, Chunyan Su, Jing Ma, Li Yang

Cancer immunotherapies, developed on the basis of research into tumor escape mechanisms, manipulate the immune system to reactivate an antitumor immune response to recognize and attack cancer cells. Immunotherapy has demonstrated promising and exciting outcomes in the treatment of many cancers, yet not all patients experience favorable responses. The gut microbiota plays a critical role in modulating the host immune system, influencing responses to cancer immunotherapy. Research has increasingly demonstrated that specific microbial communities can increase the efficacy of immune checkpoint inhibitors, although the mechanisms involved remain under investigation. However, a clear gap exists in the understanding of how bacterial therapies can be further optimized for cancer treatment. This review provides an in-depth analysis of current bacterial therapies used in clinical trials as adjuncts to cancer immunotherapy, summarizing common research approaches and technologies utilized to investigate gut microbiota interactions with the immune system. Additionally, advanced strategies for modifying bacteria, including genetic engineering, surface modifications, and the development of bacterial derivatives, are discussed. By synthesizing these findings, this review highlights the potential of microbiota-based therapies to improve immunotherapy outcomes and offers future directions for improving clinical applications.

癌症免疫疗法是在研究肿瘤逃逸机制的基础上发展起来的,它操纵免疫系统重新激活抗肿瘤免疫反应,以识别和攻击癌细胞。免疫疗法在许多癌症的治疗中显示出了令人兴奋的前景,但并非所有患者都有良好的反应。肠道微生物群在调节宿主免疫系统中起着关键作用,影响对癌症免疫治疗的反应。越来越多的研究表明,特定的微生物群落可以提高免疫检查点抑制剂的疗效,尽管其机制仍在研究中。然而,在如何进一步优化细菌疗法用于癌症治疗的理解上存在明显的差距。本综述深入分析了目前在临床试验中作为癌症免疫治疗辅助手段的细菌疗法,总结了用于研究肠道微生物群与免疫系统相互作用的常用研究方法和技术。此外,先进的策略修饰细菌,包括基因工程,表面修饰和细菌衍生物的发展,进行了讨论。通过综合这些发现,本综述强调了基于微生物群的治疗方法改善免疫治疗结果的潜力,并为改善临床应用提供了未来的方向。
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引用次数: 0
Cysteinyl-tRNA synthetase is involved in damage of renal tubular cells in ischemia–reperfusion-induced acute kidney injury via pyroptosis 胱氨酰-tRNA 合成酶通过热蛋白沉积参与缺血再灌注诱导的急性肾损伤中肾小管细胞的损伤
Pub Date : 2024-12-18 DOI: 10.1002/mef2.70005
Hongsha Yang, Pan Song, Meidie Yu, Liming Huang, Yun Tang, Guisen Li, Yi Li, Yunlin Feng

Acute kidney injury (AKI) is a significant global healthcare burden but lacks specific and effective treatment. Renal tubular cells damage is central to ischemia-reperfusion injury (IRI) induced AKI. It is critical to clarify the initiation mechanisms of renal IRI and develop early intervention targets of AKI. This study used label-free quantification proteomic analysis to identify new targets in AKI-related renal tubular injury and investigate the potential mechanisms. We discovered significant changes in cysteinyl-tRNA synthetase (CARS) in renal tubular cell during IRI. Considering the involvement of CARS in ATP metabolism and the close correlation between ATP and pyroptosis, we further explored pyroptosis phenotype with and without CARS intervention as well as the expression of CARS during pyroptosis activation and inhibition. Our findings suggest that CARS expression decreased over time and is linked to pyroptosis. Modifying CARS affects ATP metabolism and alters the expression of pyroptosis-related proteins during H/R and IRI treatments. Regulating pyroptosis may influence CARS expression during IRI treatment. Overall, CARS is associated with renal tubular damage from ischemia-reperfusion injury, possibly involving pyroptosis, though the regulatory mechanism remains unclear.

急性肾损伤(AKI)是一个重大的全球卫生保健负担,但缺乏具体和有效的治疗。肾小管细胞损伤是缺血再灌注损伤(IRI)诱导AKI的核心。明确肾IRI的发生机制,制定AKI的早期干预目标是至关重要的。本研究采用无标记定量蛋白质组学分析,确定aki相关肾小管损伤的新靶点,并探讨其潜在机制。我们发现,IRI期间肾小管细胞中半胱氨酸- trna合成酶(CARS)发生了显著变化。考虑到CARS参与ATP代谢,ATP与焦亡密切相关,我们进一步探讨了有无CARS干预的焦亡表型,以及焦亡激活和抑制过程中CARS的表达。我们的研究结果表明,CARS的表达随着时间的推移而下降,并与焦亡有关。在H/R和IRI处理过程中,修饰CARS会影响ATP代谢并改变热降解相关蛋白的表达。在IRI治疗过程中,调节焦亡可能影响CARS的表达。总的来说,CARS与缺血-再灌注损伤引起的肾小管损伤有关,可能涉及焦亡,尽管其调控机制尚不清楚。
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引用次数: 0
Vancomycin-intermediate Staphylococcus aureus employs CcpA-GlmS metabolism regulatory cascade to resist vancomycin 万古霉素中间体金黄色葡萄球菌通过CcpA-GlmS代谢调控级联抵抗万古霉素
Pub Date : 2024-12-18 DOI: 10.1002/mef2.70007
Huagang Peng, Yifan Rao, Weilong Shang, Yi Yang, Li Tan, Lu Liu, Zhen Hu, Yuting Wang, Xiaonan Huang, He Liu, Mengyang Li, Zuwen Guo, Juan Chen, Yuhua Yang, Jianghong Wu, Wenchang Yuan, Qiwen Hu, Xiancai Rao

Vancomycin (VAN)-intermediate Staphylococcus aureus (VISA) is a critical cause of VAN treatment failure worldwide. Multiple genetic changes are reportedly associated with VISA formation, whereas VISA strains often present common phenotypes, such as reduced autolysis and thickened cell wall. However, how mutated genes lead to VISA common phenotypes remains unclear. Here, we show a metabolism regulatory cascade (CcpA-GlmS), whereby mutated two-component systems (TCSs) link to the common phenotypes of VISA. We found that ccpA deletion decreased VAN resistance in VISA strains with diverse genetic backgrounds. Metabolic alteration in VISA was associated with ccpA upregulation, which was directly controlled by TCSs WalKR and GraSR. RNA-sequencing revealed the crucial roles of CcpA in changing the carbon flow and nitrogen flux of VISA to promote VAN resistance. A gate enzyme (GlmS) that drives carbon flow to the cell wall precursor biosynthesis was upregulated in VISA. CcpA directly controlled glmS expression. Blocking CcpA sensitized VISA strains to VAN treatment in vitro and in vivo. Overall, this work uncovers a link between the formation of VISA phenotypes and commonly mutated genes. Inhibition of CcpA-GlmS cascade is a promising strategy to restore the therapeutic efficiency of VAN against VISA infections.

万古霉素(VAN)中间金黄色葡萄球菌(VISA)是导致全球 VAN 治疗失败的一个重要原因。据报道,多种基因变化与 VISA 的形成有关,而 VISA 菌株通常具有共同的表型,如自溶减少和细胞壁增厚。然而,突变基因如何导致 VISA 的共同表型仍不清楚。在这里,我们展示了一个代谢调控级联(CcpA-GlmS),其中突变的双组分系统(TCS)与 VISA 的共同表型相关联。我们发现,在具有不同遗传背景的 VISA 菌株中,ccpA 缺失会降低 VAN 抗性。VISA 的代谢改变与 ccpA 的上调有关,而 ccpA 的上调直接受 TCS WalKR 和 GraSR 的控制。RNA 测序揭示了 CcpA 在改变 VISA 的碳流和氮流以促进 VAN 抗性方面的关键作用。在 VISA 中,一种驱动碳流进入细胞壁前体生物合成的门酶(GlmS)被上调。CcpA 直接控制着 glmS 的表达。阻断 CcpA 可使 VISA 菌株在体外和体内对 VAN 处理敏感。总之,这项研究发现了 VISA 表型的形成与常见突变基因之间的联系。抑制 CcpA-GlmS 级联是恢复 VAN 对 VISA 感染的治疗效率的一种有前途的策略。
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引用次数: 0
A single-cell transcriptomic atlas of severe intrauterine adhesion 严重宫内粘连的单细胞转录组图谱
Pub Date : 2024-12-15 DOI: 10.1002/mef2.70003
Siyu Xia, Wenting Ye, Jiajun Zeng, Ge Song, Yan Sun, Yongmei Zhang, Xiaoqing Luo, Jing Cai, Hongjin Yu, Wenwei Pan, Jiayun Chen, Chuanbin Yang, Qingming Luo, Jigang Wang, Yali Song

Intrauterine adhesion (IUA) is a common endometrial disease caused by injury, leading to reproductive health issues. Current treatments have limited effectiveness, side effects, and high recurrence rates, especially, in severe cases. However, the underlying molecular and cellular mechanisms are largely unknown. Here we performed a comprehensive analysis by profiling integrated single-cell transcriptomes of over 72,000 individual endometrial cells, encompassing samples from both patients with IUA and those with normal endometrium. We identified changes in cell type-specific molecular signatures, including the inflammatory activation in immune cells, extensive damage in epithelial subpopulations, and the deposition of collagen secreted by fibroblasts subpopulations. Our results demonstrated activation of the TREM2+ macrophages, which displayed properties of inflammatory regulation. Annexin A1+ NK subpopulations exhibited the highest susceptibility among NK subtypes, displaying decreased cellular density and the most pronounced differential gene expression. Furthermore, we identified the matrix metallopeptidase 7 (MMP7+) and C-C motif chemokine ligand 5 (CCL5+) unciliated epithelial subtype originated from pituitary tumor-transforming gene 1 (PTTG1+) unciliated epithelium as the most vulnerable subpopulations to epithelial injury. Collectively, our study offers integrated resources of the cellular microenvironment of IUA, serving as a comprehensive cellular map of the disease in affected individuals. The insights gained from this study are expected to provide valuable resources for future diagnostic and therapeutic approaches.

宫腔内粘连(IUA)是一种常见的子宫内膜疾病,由损伤引起,导致生殖健康问题。目前的治疗方法效果有限,副作用大,复发率高,尤其是在严重的情况下。然而,潜在的分子和细胞机制在很大程度上还不为人所知。在此,我们对超过 72,000 个子宫内膜细胞的单细胞转录组进行了综合分析,其中包括 IUA 患者和正常子宫内膜患者的样本。我们发现了细胞类型特异性分子特征的变化,包括免疫细胞的炎症激活、上皮亚群的广泛损伤以及成纤维细胞亚群分泌的胶原蛋白沉积。我们的研究结果表明,TREM2+巨噬细胞被激活,显示出炎症调节的特性。在 NK 亚型中,Annexin A1+ NK 亚群表现出最高的易感性,细胞密度降低,基因表达差异最明显。此外,我们还发现基质金属肽酶 7(MMP7+)和 C-C motif 趋化因子配体 5(CCL5+)无纤毛上皮亚型是最易受上皮损伤影响的亚群,它们源自垂体肿瘤转化基因 1(PTTG1+)无纤毛上皮。总之,我们的研究提供了 IUA 细胞微环境的综合资源,可作为受影响个体疾病的全面细胞图谱。从这项研究中获得的见解有望为未来的诊断和治疗方法提供宝贵的资源。
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引用次数: 0
Long COVID across SARS-CoV-2 variants: Clinical features, pathogenesis, and future directions 跨SARS-CoV-2变异体的长冠状病毒:临床特征、发病机制和未来方向
Pub Date : 2024-12-04 DOI: 10.1002/mef2.70004
Laurence Si Chong Lok, Shuvam Sarkar, Calista Chi In Lam, Chak Fun Law, Sin Teng Chau, Chun Yip Thomas Leung, Wai Hin Cheang, Ting Li, Olivia Monteiro, Daniel Tomas Baptista-Hon

Long coronavirus disease (COVID) is characterized by persistent symptoms following severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and has emerged as a significant health concern. As SARS-CoV-2 evolved from the wild-type strain to the Alpha, Beta, Delta, and Omicron variants, there may be a variant-specific influence on long COVID akin to the acute disease. This review aims to summarize our current knowledge of variant-specific influences in long COVID incidence, symptom profile as well as mechanisms of pathogenesis. We highlight that long COVID incidence may be lower with the Omicron variants. The symptom profile of long COVID may also show some dependence on the different variants, with a reduction in cardiopulmonary symptoms with more recent SARS-CoV-2 variants. This heterogeneity of long COVID may also be related to the variant-specific differences in affecting the immune system, viral persistence, and autoimmunity. However, emerging data also suggest that vaccinations may play a big role in shaping the presentation of long COVID. We also highlight ongoing work on long COVID incidence and symptom profiles in populations infected only by the Omicron variants. This will be beneficial toward more useful disease definitions and the development of effective diagnostic and therapeutic strategies.

长冠状病毒病(COVID)的特征是严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)感染后出现持续症状,已成为一个重大的健康问题。随着SARS-CoV-2从野生型毒株进化为α、β、δ和Omicron变体,可能会对类似于急性疾病的长冠状病毒产生变异特异性影响。这篇综述旨在总结我们目前对变异特异性影响长期COVID发病率,症状特征以及发病机制的了解。我们强调,长冠状病毒的发病率可能较低。长冠状病毒的症状特征也可能与不同的变异有一定的依赖性,最近的SARS-CoV-2变异会减少心肺症状。长冠状病毒的这种异质性也可能与影响免疫系统、病毒持久性和自身免疫的变异特异性差异有关。然而,新出现的数据也表明,疫苗接种可能在形成长COVID的表现方面发挥重要作用。我们还重点介绍了正在进行的关于仅受Omicron变异感染人群的长期COVID发病率和症状概况的工作。这将有利于更有用的疾病定义和有效的诊断和治疗策略的发展。
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引用次数: 0
Role of next-generation sequencing in revolutionizing healthcare for cancer management 下一代测序技术在癌症管理医疗变革中的作用
Pub Date : 2024-11-23 DOI: 10.1002/mef2.70001
Om Saswat Sahoo, Hiya Aidasani, Arnab Nayek, Smita Tripathi, Joyeeta Talukdar, Anamta Gul, Deepak Kumar, Ruby Dhar, Subhradip Karmakar

Next-generation sequencing (NGS) has emerged as a transformative technology in oncology, revolutionizing cancer diagnostics and personalized treatment strategies. By providing comprehensive insights into the genetic landscape of tumors, NGS enables the identification of critical somatic and germline mutations, copy number variations (CNVs), and gene fusions. Over the past decade, advancements in NGS platforms have led to greater accuracy, speed, and cost-effectiveness, making it an integral part of cancer research and clinical diagnostics. Despite its widespread adoption, significant challenges remain, including the need for improved methods to detect minimal residual disease (MRD) and accurately profile tumor heterogeneity. This review explores the evolution of NGS technologies and their pivotal role in cancer biology, from early diagnostics to therapeutic guidance. It delves into the application of NGS in identifying CNVs and gene fusions, monitoring MRD, and the increasing relevance of targeted NGS and spatial genomics. Furthermore, the integration of spatial transcriptomics is highlighted as a frontier in understanding the tumor microenvironment. By addressing these critical aspects, this review provides a comprehensive overview of how NGS is shaping the future of cancer research and treatment, offering a complete overview of potential NGS applications in scientific and clinical oncology.

下一代测序(NGS)已成为肿瘤学领域的一项变革性技术,为癌症诊断和个性化治疗策略带来了革命性的变化。通过全面了解肿瘤的基因状况,NGS 能够识别关键的体细胞和种系突变、拷贝数变异 (CNV) 和基因融合。在过去十年中,NGS 平台的进步带来了更高的准确性、速度和成本效益,使其成为癌症研究和临床诊断不可或缺的一部分。尽管 NGS 被广泛采用,但仍存在重大挑战,包括需要改进方法来检测最小残留病(MRD)和准确描述肿瘤异质性。本综述探讨了 NGS 技术的演变及其在癌症生物学中从早期诊断到治疗指导的关键作用。它深入探讨了 NGS 在鉴定 CNV 和基因融合、监测 MRD 方面的应用,以及靶向 NGS 和空间基因组学日益增长的相关性。此外,还强调了空间转录组学的整合是了解肿瘤微环境的一个前沿领域。通过探讨这些关键方面,本综述全面概述了 NGS 如何塑造癌症研究和治疗的未来,并全面介绍了 NGS 在科学和临床肿瘤学中的潜在应用。
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引用次数: 0
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MedComm - Future medicine
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