• 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

基于血液蛋白的表观遗传评分作为一般认知功能和大脑健康的生物标志物。

Epigenetic scores of blood-based proteins as biomarkers of general cognitive function and brain health.

机构信息

Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.

Lothian Birth Cohorts, Department of Psychology, University of Edinburgh, Edinburgh, UK.

出版信息

Clin Epigenetics. 2024 Mar 25;16(1):46. doi: 10.1186/s13148-024-01661-7.

DOI:10.1186/s13148-024-01661-7
PMID:38528588
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10962132/
Abstract

BACKGROUND

Epigenetic Scores (EpiScores) for blood protein levels have been associated with disease outcomes and measures of brain health, highlighting their potential usefulness as clinical biomarkers. They are typically derived via penalised regression, whereby a linear weighted sum of DNA methylation (DNAm) levels at CpG sites are predictive of protein levels. Here, we examine 84 previously published protein EpiScores as possible biomarkers of cross-sectional and longitudinal measures of general cognitive function and brain health, and incident dementia across three independent cohorts.

RESULTS

Using 84 protein EpiScores as candidate biomarkers, associations with general cognitive function (both cross-sectionally and longitudinally) were tested in three independent cohorts: Generation Scotland (GS), and the Lothian Birth Cohorts of 1921 and 1936 (LBC1921 and LBC1936, respectively). A meta-analysis of general cognitive functioning results in all three cohorts identified 18 EpiScore associations (absolute meta-analytic standardised estimates ranged from 0.03 to 0.14, median of 0.04, P < 0.05). Several associations were also observed between EpiScores and global brain volumetric measures in the LBC1936. An EpiScore for the S100A9 protein (a known Alzheimer disease biomarker) was associated with general cognitive functioning (meta-analytic standardised beta: - 0.06, P = 1.3 × 10), and with time-to-dementia in GS (Hazard ratio 1.24, 95% confidence interval 1.08-1.44, P = 0.003), but not in LBC1936 (Hazard ratio 1.11, P = 0.32).

CONCLUSIONS

EpiScores might make a contribution to the risk profile of poor general cognitive function and global brain health, and risk of dementia, however these scores require replication in further studies.

摘要

背景

血液蛋白水平的表观遗传评分(EpiScores)与疾病结局和大脑健康指标相关,这突出了它们作为临床生物标志物的潜在用途。它们通常通过惩罚回归来推导,其中 CpG 位点的 DNA 甲基化(DNAm)水平的线性加权和可预测蛋白质水平。在这里,我们在三个独立的队列中检查了 84 个先前发表的蛋白质 EpiScores,作为横断面和纵向衡量一般认知功能和大脑健康以及痴呆发病的潜在生物标志物。

结果

使用 84 个蛋白质 EpiScores 作为候选生物标志物,在三个独立的队列中测试了它们与一般认知功能(包括横断面和纵向)的关联:苏格兰一代(GS)和 1921 年和 1936 年的洛锡安出生队列(LBC1921 和 LBC1936)。对所有三个队列的一般认知功能结果进行的荟萃分析确定了 18 个 EpiScore 关联(绝对荟萃分析标准化估计值范围为 0.03 至 0.14,中位数为 0.04,P < 0.05)。在 LBC1936 中还观察到 EpiScores 与全球脑容积测量之间的一些关联。S100A9 蛋白的 EpiScore(一种已知的阿尔茨海默病生物标志物)与一般认知功能相关(荟萃分析标准化β:-0.06,P = 1.3 × 10),与 GS 中的痴呆时间相关(风险比 1.24,95%置信区间 1.08-1.44,P = 0.003),但在 LBC1936 中没有(风险比 1.11,P = 0.32)。

结论

EpiScores 可能对一般认知功能和大脑整体健康状况不佳以及痴呆风险的风险状况做出贡献,但这些评分需要在进一步的研究中进行复制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/8f18bbca4144/13148_2024_1661_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/67ce6abbd839/13148_2024_1661_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/a8fe1c3fa685/13148_2024_1661_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/8751fe0eabfd/13148_2024_1661_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/8f18bbca4144/13148_2024_1661_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/67ce6abbd839/13148_2024_1661_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/a8fe1c3fa685/13148_2024_1661_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/8751fe0eabfd/13148_2024_1661_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d584/10962132/8f18bbca4144/13148_2024_1661_Fig4_HTML.jpg

相似文献

1
Epigenetic scores of blood-based proteins as biomarkers of general cognitive function and brain health.基于血液蛋白的表观遗传评分作为一般认知功能和大脑健康的生物标志物。
Clin Epigenetics. 2024 Mar 25;16(1):46. doi: 10.1186/s13148-024-01661-7.
2
DNAm scores for serum GDF15 and NT-proBNP levels associate with a range of traits affecting the body and brain.血清 GDF15 和 NT-proBNP 水平的 DNAm 评分与一系列影响身体和大脑的特征相关。
Clin Epigenetics. 2024 Sep 10;16(1):124. doi: 10.1186/s13148-024-01734-7.
3
Epigenetic scores for the circulating proteome as tools for disease prediction.循环蛋白质组的表观遗传评分可作为疾病预测的工具。
Elife. 2022 Jan 13;11:e71802. doi: 10.7554/eLife.71802.
4
DNA methylation-based predictors of metabolic traits in Scottish and Singaporean cohorts.苏格兰和新加坡队列中基于DNA甲基化的代谢特征预测指标
Am J Hum Genet. 2025 Jan 2;112(1):106-115. doi: 10.1016/j.ajhg.2024.11.012. Epub 2024 Dec 19.
5
Methylome-wide studies of six metabolic traits.六项代谢性状的全甲基化组研究。
medRxiv. 2024 May 29:2024.05.29.24308103. doi: 10.1101/2024.05.29.24308103.
6
Epigenetic signatures of smoking associate with cognitive function, brain structure, and mental and physical health outcomes in the Lothian Birth Cohort 1936.吸烟的表观遗传特征与洛锡安出生队列 1936 年的认知功能、大脑结构以及精神和身体健康结果有关。
Transl Psychiatry. 2019 Oct 7;9(1):248. doi: 10.1038/s41398-019-0576-5.
7
Epigenetic scores derived in saliva are associated with gestational age at birth.唾液中提取的表观遗传评分与出生时的胎龄有关。
Clin Epigenetics. 2024 Jun 29;16(1):84. doi: 10.1186/s13148-024-01701-2.
8
Integration of datasets for individual prediction of DNA methylation-based biomarkers.整合数据集以实现基于 DNA 甲基化的生物标志物的个体预测。
Genome Biol. 2023 Dec 5;24(1):278. doi: 10.1186/s13059-023-03114-5.
9
DNA methylation models of protein abundance across the lifecourse.生命历程中蛋白质丰度的DNA甲基化模型。
Clin Epigenetics. 2024 Dec 21;16(1):189. doi: 10.1186/s13148-024-01802-y.
10
Epigenetic Contributions to Clinical Risk Prediction of Cardiovascular Disease.表观遗传学对心血管疾病临床风险预测的贡献。
Circ Genom Precis Med. 2024 Feb;17(1):e004265. doi: 10.1161/CIRCGEN.123.004265. Epub 2024 Jan 30.

引用本文的文献

1
Epigenetic clocks and DNA methylation biomarkers of brain health and disease.大脑健康与疾病的表观遗传时钟及DNA甲基化生物标志物
Nat Rev Neurol. 2025 Jun 18. doi: 10.1038/s41582-025-01105-7.
2
DNA methylation-predicted plasma protein levels and breast cancer risk.DNA甲基化预测的血浆蛋白水平与乳腺癌风险
Breast Cancer Res. 2025 Mar 26;27(1):46. doi: 10.1186/s13058-025-02004-x.
3
Protein epigenetic scores and overall mortality in the longitudinal Swedish Adoption/Twin Study of Aging (SATSA).瑞典老年收养/双胞胎纵向研究(SATSA)中的蛋白质表观遗传评分与全因死亡率

本文引用的文献

1
The Reactome Pathway Knowledgebase 2024.Reactome 通路知识库 2024.
Nucleic Acids Res. 2024 Jan 5;52(D1):D672-D678. doi: 10.1093/nar/gkad1025.
2
Identifying dementia using medical data linkage in a longitudinal cohort study: Lothian Birth Cohort 1936.利用纵向队列研究中的医疗数据链接来识别痴呆症:洛锡安出生队列 1936。
BMC Psychiatry. 2023 May 1;23(1):303. doi: 10.1186/s12888-023-04797-7.
3
Immuno-epigenetic signature derived in saliva associates with the encephalopathy of prematurity and perinatal inflammatory disorders.
Clin Epigenetics. 2025 Mar 5;17(1):41. doi: 10.1186/s13148-025-01843-x.
4
Epigenetic scores derived in saliva are associated with gestational age at birth.唾液中提取的表观遗传评分与出生时的胎龄有关。
Clin Epigenetics. 2024 Jun 29;16(1):84. doi: 10.1186/s13148-024-01701-2.
唾液中免疫表观遗传特征与早产儿脑病和围产期炎症性疾病有关。
Brain Behav Immun. 2023 May;110:322-338. doi: 10.1016/j.bbi.2023.03.011. Epub 2023 Mar 21.
4
UniProt: the Universal Protein Knowledgebase in 2023.UniProt:2023 年的通用蛋白质知识库。
Nucleic Acids Res. 2023 Jan 6;51(D1):D523-D531. doi: 10.1093/nar/gkac1052.
5
Blood-based epigenome-wide analyses of cognitive abilities.基于血液的认知能力全基因组表观遗传分析。
Genome Biol. 2022 Jan 17;23(1):26. doi: 10.1186/s13059-021-02596-5.
6
Epigenetic scores for the circulating proteome as tools for disease prediction.循环蛋白质组的表观遗传评分可作为疾病预测的工具。
Elife. 2022 Jan 13;11:e71802. doi: 10.7554/eLife.71802.
7
Estimation of the global prevalence of dementia in 2019 and forecasted prevalence in 2050: an analysis for the Global Burden of Disease Study 2019.2019 年全球痴呆症患病率估计及 2050 年预测患病率:2019 年全球疾病负担研究分析。
Lancet Public Health. 2022 Feb;7(2):e105-e125. doi: 10.1016/S2468-2667(21)00249-8. Epub 2022 Jan 6.
8
DNA Methylation and Protein Markers of Chronic Inflammation and Their Associations With Brain and Cognitive Aging.DNA 甲基化和慢性炎症的蛋白质标志物及其与大脑和认知衰老的关联。
Neurology. 2021 Dec 7;97(23):e2340-e2352. doi: 10.1212/WNL.0000000000012997. Epub 2021 Nov 17.
9
Creating and Validating a DNA Methylation-Based Proxy for Interleukin-6.创建和验证基于白细胞介素-6 的 DNA 甲基化替代物。
J Gerontol A Biol Sci Med Sci. 2021 Nov 15;76(12):2284-2292. doi: 10.1093/gerona/glab046.
10
Characterisation of an inflammation-related epigenetic score and its association with cognitive ability.炎症相关的表观遗传评分特征及其与认知能力的关系。
Clin Epigenetics. 2020 Jul 27;12(1):113. doi: 10.1186/s13148-020-00903-8.