• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

鉴定血浆中具有临床相关性的脑内皮细胞生物标志物。

Identification of Clinically Relevant Brain Endothelial Cell Biomarkers in Plasma.

机构信息

Multimodal Imaging of Neurodegenerative Disease (MIND) Unit (J.C., M.R.D., Z.P., H.E.D., K.A.W.), National Institute on Aging, Baltimore, MD.

Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD (G.T.G., A.L., A.M.).

出版信息

Stroke. 2023 Nov;54(11):2853-2863. doi: 10.1161/STROKEAHA.123.043908. Epub 2023 Oct 10.

DOI:10.1161/STROKEAHA.123.043908
PMID:37814955
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10608795/
Abstract

BACKGROUND

Proteins expressed by brain endothelial cells (BECs), the primary cell type of the blood-brain barrier, may serve as sensitive plasma biomarkers for neurological and neurovascular conditions, including cerebral small vessel disease.

METHODS

Using data from the BLSA (Baltimore Longitudinal Study of Aging; n=886; 2009-2020), BEC-enriched proteins were identified among 7268 plasma proteins (measured with SomaScanv4.1) using an automated annotation algorithm that filtered endothelial cell transcripts followed by cross-referencing with BEC-specific transcripts reported in single-cell RNA-sequencing studies. To identify BEC-enriched proteins in plasma most relevant to the maintenance of neurological and neurovascular health, we selected proteins significantly associated with 3T magnetic resonance imaging-defined white matter lesion volumes. We then examined how these candidate BEC biomarkers related to white matter lesion volumes, cerebral microhemorrhages, and lacunar infarcts in the ARIC study (Atherosclerosis Risk in Communities; US multisite; 1990-2017). Finally, we determined whether these candidate BEC biomarkers, when measured during midlife, were related to dementia risk over a 25-year follow-up period.

RESULTS

Of the 28 proteins identified as BEC-enriched, 4 were significantly associated with white matter lesion volumes (CDH5 [cadherin 5], CD93 [cluster of differentiation 93], ICAM2 [intracellular adhesion molecule 2], GP1BB [glycoprotein 1b platelet subunit beta]), while another approached significance (RSPO3 [R-Spondin 3]). A composite score based on 3 of these BEC proteins accounted for 11% of variation in white matter lesion volumes in BLSA participants. We replicated the associations between the BEC composite score, CDH5, and RSPO3 with white matter lesion volumes in ARIC, and further demonstrated that the BEC composite score and RSPO3 were associated with the presence of ≥1 cerebral microhemorrhages. We also showed that the BEC composite score, CDH5, and RSPO3 were associated with 25-year dementia risk.

CONCLUSIONS

In addition to identifying BEC proteins in plasma that relate to cerebral small vessel disease and dementia risk, we developed a composite score of plasma BEC proteins that may be used to estimate blood-brain barrier integrity and risk for adverse neurovascular outcomes.

摘要

背景

脑内皮细胞(BEC)表达的蛋白质可能作为神经和神经血管状况(包括脑小血管疾病)的敏感血浆生物标志物,BEC 是血脑屏障的主要细胞类型。

方法

利用 BLSA(巴尔的摩纵向老龄化研究;n=886;2009-2020 年)的数据,使用一种自动注释算法,在经过内皮细胞转录物过滤后,通过与单细胞 RNA 测序研究中报告的 BEC 特异性转录物交叉引用,从 7268 种血浆蛋白(用 SomaScanv4.1 测量)中鉴定出 BEC 丰富的蛋白质。为了确定与神经和神经血管健康维持最相关的血浆中富含 BEC 的蛋白质,我们选择了与 3T 磁共振成像定义的白质病变体积显著相关的蛋白质。然后,我们研究了这些候选 BEC 生物标志物与 ARIC 研究(社区动脉粥样硬化风险;美国多地点;1990-2017 年)中的白质病变体积、脑微出血和腔隙性梗死的关系。最后,我们确定了这些候选 BEC 生物标志物在中年测量时是否与 25 年随访期间的痴呆风险相关。

结果

在鉴定为 BEC 丰富的 28 种蛋白质中,有 4 种与白质病变体积显著相关(CDH5[钙黏蛋白 5]、CD93[分化群 93]、ICAM2[细胞间黏附分子 2]、GP1BB[糖蛋白 1b 血小板亚单位β]),而另一种则接近显著(RSPO3[R-Spondin 3])。基于这 3 种 BEC 蛋白的综合评分,可解释 BLSA 参与者白质病变体积的 11%。我们在 ARIC 中复制了 BEC 复合评分、CDH5 和 RSPO3 与白质病变体积之间的关联,并进一步表明 BEC 复合评分和 RSPO3 与存在≥1 个脑微出血有关。我们还表明,BEC 复合评分、CDH5 和 RSPO3 与 25 年痴呆风险相关。

结论

除了鉴定与脑小血管疾病和痴呆风险相关的血浆 BEC 蛋白外,我们还开发了一种血浆 BEC 蛋白的综合评分,可用于估计血脑屏障的完整性和不良神经血管结局的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/3505e64faaaa/nihms-1931089-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/5ec8461a52b4/nihms-1931089-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/0d0ffb24c076/nihms-1931089-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/e6c2b9af183b/nihms-1931089-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/dda97d0fe37f/nihms-1931089-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/3505e64faaaa/nihms-1931089-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/5ec8461a52b4/nihms-1931089-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/0d0ffb24c076/nihms-1931089-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/e6c2b9af183b/nihms-1931089-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/dda97d0fe37f/nihms-1931089-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d473/10608795/3505e64faaaa/nihms-1931089-f0006.jpg

相似文献

1
Identification of Clinically Relevant Brain Endothelial Cell Biomarkers in Plasma.鉴定血浆中具有临床相关性的脑内皮细胞生物标志物。
Stroke. 2023 Nov;54(11):2853-2863. doi: 10.1161/STROKEAHA.123.043908. Epub 2023 Oct 10.
2
MarkVCID cerebral small vessel consortium: I. Enrollment, clinical, fluid protocols.马克 VCID 脑小血管联盟:一、入组、临床、液体方案。
Alzheimers Dement. 2021 Apr;17(4):704-715. doi: 10.1002/alz.12215. Epub 2021 Jan 21.
3
Heterogeneity and Penumbra of White Matter Hyperintensities in Small Vessel Diseases Determined by Quantitative MRI.定量MRI确定的小血管疾病中白质高信号的异质性和半暗带
Stroke. 2025 Jan;56(1):128-137. doi: 10.1161/STROKEAHA.124.047910. Epub 2024 Dec 9.
4
Plasma proteome-wide analysis of cerebral small vessel disease identifies novel biomarkers and disease pathways.脑小血管病的血浆蛋白质组全分析鉴定出新的生物标志物和疾病途径。
medRxiv. 2024 Oct 8:2024.10.07.24314972. doi: 10.1101/2024.10.07.24314972.
5
Associations of Circulating Platelet Endothelial Cell Adhesion Molecule-1 Levels With Progression of Cerebral Small-Vessel Disease, Cognitive Decline, and Incident Dementia.循环血小板内皮细胞黏附分子-1 水平与脑小血管病进展、认知能力下降和痴呆发病的相关性。
J Am Heart Assoc. 2024 Nov 19;13(22):e035133. doi: 10.1161/JAHA.124.035133. Epub 2024 Nov 11.
6
Psychosocial Health and the Association Between Cerebral Small Vessel Disease Markers With Dementia: The ARIC Study.心理社会健康与脑小血管病标志物与痴呆的关系:ARIC 研究。
Stroke. 2024 Oct;55(10):2449-2458. doi: 10.1161/STROKEAHA.124.047455. Epub 2024 Aug 28.
7
Enlarged perivascular spaces are associated with white matter injury, cognition and inflammation in cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy.在伴有皮质下梗死和白质脑病的脑常染色体显性动脉病中,血管周围间隙扩大与白质损伤、认知及炎症相关。
Brain Commun. 2024 Mar 8;6(2):fcae071. doi: 10.1093/braincomms/fcae071. eCollection 2024.
8
Plasma brain natriuretic peptide is a biomarker for screening ischemic cerebral small vessel disease in patients with hypertension.血浆脑钠肽是用于筛查高血压患者缺血性脑小血管病的生物标志物。
Medicine (Baltimore). 2018 Aug;97(35):e12088. doi: 10.1097/MD.0000000000012088.
9
Association of Plasma Neurofilament Light With Small Vessel Disease Burden in Nondemented Elderly: A Longitudinal Study.血浆神经丝轻链与非痴呆老年人小血管病负担的相关性:一项纵向研究。
Stroke. 2021 Mar;52(3):896-904. doi: 10.1161/STROKEAHA.120.030302. Epub 2021 Feb 1.
10
Midlife Systemic Inflammation, Late-Life White Matter Integrity, and Cerebral Small Vessel Disease: The Atherosclerosis Risk in Communities Study.中年系统性炎症、晚年白质完整性与脑小血管疾病:社区动脉粥样硬化风险研究
Stroke. 2017 Dec;48(12):3196-3202. doi: 10.1161/STROKEAHA.117.018675. Epub 2017 Nov 3.

引用本文的文献

1
Benchmarking the AI-based diagnostic potential of plasma proteomics for neurodegenerative disease in 17,170 people.对17170人的血浆蛋白质组学用于神经退行性疾病的基于人工智能的诊断潜力进行基准测试。
medRxiv. 2025 Jul 1:2025.06.27.25330344. doi: 10.1101/2025.06.27.25330344.
2
SomaScan Bioinformatics: Normalization, Quality Control, and Assessment of Pre-Analytical Variation.SomaScan生物信息学:标准化、质量控制及分析前变异评估
Methods Mol Biol. 2025;2929:107-127. doi: 10.1007/978-1-0716-4595-6_9.
3
The secretome of senescent monocytes predicts age-related clinical outcomes in humans.

本文引用的文献

1
Immune system-wide Mendelian randomization and triangulation analyses support autoimmunity as a modifiable component in dementia-causing diseases.全免疫系统孟德尔随机化和三角分析支持自身免疫作为导致痴呆疾病的可改变因素。
Nat Aging. 2022 Oct;2(10):956-972. doi: 10.1038/s43587-022-00293-x. Epub 2022 Oct 14.
2
Large-scale plasma proteomic analysis identifies proteins and pathways associated with dementia risk.大规模血浆蛋白质组分析鉴定出与痴呆风险相关的蛋白质和途径。
Nat Aging. 2021 May;1(5):473-489. doi: 10.1038/s43587-021-00064-0. Epub 2021 May 14.
3
Multi-platform proteomic analysis of Alzheimer's disease cerebrospinal fluid and plasma reveals network biomarkers associated with proteostasis and the matrisome.
衰老单核细胞的分泌蛋白质组可预测人类与年龄相关的临床结局。
Nat Aging. 2025 Jun 3. doi: 10.1038/s43587-025-00877-3.
4
A plasma proteomic signature links secretome of senescent monocytes to aging- and obesity-related clinical outcomes in humans.一种血浆蛋白质组学特征将衰老单核细胞的分泌蛋白组与人类衰老和肥胖相关的临床结果联系起来。
medRxiv. 2024 Aug 3:2024.08.01.24311368. doi: 10.1101/2024.08.01.24311368.
5
Proteomic analyses reveal plasma EFEMP1 and CXCL12 as biomarkers and determinants of neurodegeneration.蛋白质组学分析显示,血浆 EFEMP1 和 CXCL12 可作为神经退行性变的生物标志物和决定因素。
Alzheimers Dement. 2024 Sep;20(9):6486-6505. doi: 10.1002/alz.14142. Epub 2024 Aug 11.
6
Blood-brain barrier disruption: a culprit of cognitive decline?血脑屏障破坏:认知衰退的罪魁祸首?
Fluids Barriers CNS. 2024 Aug 7;21(1):63. doi: 10.1186/s12987-024-00563-3.
7
Linking peripheral atherosclerosis to blood-brain barrier disruption: elucidating its role as a manifestation of cerebral small vessel disease in vascular cognitive impairment.将周围动脉粥样硬化与血脑屏障破坏联系起来:阐明其作为血管性认知障碍中小血管疾病表现的作用。
Geroscience. 2024 Dec;46(6):6511-6536. doi: 10.1007/s11357-024-01194-0. Epub 2024 Jun 3.
8
Exploring Circulating Long Non-Coding RNAs in Mild Cognitive Impairment Patients' Blood.探索轻度认知障碍患者血液中的循环长链非编码RNA
Biomedicines. 2023 Nov 2;11(11):2963. doi: 10.3390/biomedicines11112963.
阿尔茨海默病脑脊液和血浆的多平台蛋白质组学分析揭示了与蛋白质平衡和基质体相关的网络生物标志物。
Alzheimers Res Ther. 2022 Nov 17;14(1):174. doi: 10.1186/s13195-022-01113-5.
4
Endothelial transmigration hotspots limit vascular leakage through heterogeneous expression of ICAM-1.内皮细胞迁移热点通过不均一表达 ICAM-1 限制血管渗漏。
EMBO Rep. 2023 Jan 9;24(1):e55483. doi: 10.15252/embr.202255483. Epub 2022 Nov 16.
5
Vascular endothelial-cadherin as a marker of endothelial injury in preclinical Alzheimer disease.血管内皮钙黏蛋白作为临床前阿尔茨海默病内皮损伤的标志物。
Ann Clin Transl Neurol. 2022 Dec;9(12):1926-1940. doi: 10.1002/acn3.51685. Epub 2022 Nov 7.
6
Assessment of variability in the plasma 7k SomaScan proteomics assay.评估血浆 7k SomaScan 蛋白质组学检测的可变性。
Sci Rep. 2022 Oct 13;12(1):17147. doi: 10.1038/s41598-022-22116-0.
7
Biomarkers involved in the pathogenesis of cerebral small-vessel disease.参与脑小血管病发病机制的生物标志物。
Front Neurol. 2022 Sep 1;13:969185. doi: 10.3389/fneur.2022.969185. eCollection 2022.
8
RSPO3 is a novel contraction-inducible factor identified in an "in vitro exercise model" using primary human myotubes.RSPO3 是在使用原代人肌管的“体外运动模型”中鉴定的一种新型收缩诱导因子。
Sci Rep. 2022 Aug 22;12(1):14291. doi: 10.1038/s41598-022-18190-z.
9
Blood-brain barrier permeability changes in the first year after alemtuzumab treatment predict 2-year outcomes in relapsing-remitting multiple sclerosis.在接受阿仑单抗治疗后的第一年中,血脑屏障通透性的变化可预测复发缓解型多发性硬化症的 2 年预后。
Mult Scler Relat Disord. 2022 Jul;63:103891. doi: 10.1016/j.msard.2022.103891. Epub 2022 May 18.
10
Stability and reproducibility of proteomic profiles in epidemiological studies: comparing the Olink and SOMAscan platforms.在流行病学研究中蛋白质组学谱的稳定性和可重复性:比较 Olink 和 SOMAscan 平台。
Proteomics. 2022 Jul;22(13-14):e2100170. doi: 10.1002/pmic.202100170. Epub 2022 May 31.